From f946ba403c05f89498dd95365cbd1b296d189b24 Mon Sep 17 00:00:00 2001 From: egouldo Date: Mon, 9 Sep 2024 12:24:22 +1000 Subject: [PATCH 01/16] - bug, refactor!: extract SD in addition to SE for analysis #151 --- R/back_transformations.R | 89 +++++++++++++++++++++++++++++++--------- R/conversion.R | 6 +-- R/log_transform.R | 4 +- 3 files changed, 76 insertions(+), 23 deletions(-) diff --git a/R/back_transformations.R b/R/back_transformations.R index 27b2364..9b2254f 100644 --- a/R/back_transformations.R +++ b/R/back_transformations.R @@ -25,15 +25,22 @@ log_back <- function(beta, se, sim) { original <- exp(simulated) %>% # exponential = inverse of log na.omit() m_est <- mean(original) - se_est <- sd(original) / sqrt(length(original)) + sd_est <- sd(original) + se_est <- sd_est / sqrt(length(original)) quantiles <- quantile(original, c(0.025, 0.975), na.rm = TRUE) - set <- data.frame(mean_origin = m_est, se_origin = se_est, lower = quantiles[[1]], upper = quantiles[[2]]) + set <- data.frame(mean_origin = m_est, + se_origin = se_est, + sd_origin = sd_est, + lower = quantiles[[1]], + upper = quantiles[[2]]) + if (flatten_dbl(set) %>% map_lgl(.f = ~ is.na(.x) | is.nan(.x) | is.infinite(.x)) %>% any()) { cli::cli_alert_danger("{.val NA}, {.val Inf} or {.val NaN} returned during back-transformation of effect sizes and standard errors.") } cli::cli_alert_success("Applied back-transformation for log-transformed effect sizes or out-of-sample predictions, using {.val {sim}} simulations.") + return(set) } @@ -45,9 +52,14 @@ logit_back <- function(beta, se, sim) { original <- plogis(simulated) %>% # invlogit na.omit() m_est <- mean(original) - se_est <- sd(original) / sqrt(length(original)) + sd_est <- sd(original) + se_est <- sd_est / sqrt(length(original)) quantiles <- quantile(original, c(0.025, 0.975), na.rm = TRUE) - set <- data.frame(mean_origin = m_est, se_origin = se_est, lower = quantiles[[1]], upper = quantiles[[2]]) + set <- data.frame(mean_origin = m_est, + se_origin = se_est, + sd_origin = sd_est, + lower = quantiles[[1]], + upper = quantiles[[2]]) if (flatten_dbl(set) %>% map_lgl(.f = ~ is.na(.x) | is.nan(.x) | is.infinite(.x)) %>% any()) { @@ -65,9 +77,15 @@ probit_back <- function(beta, se, sim) { original <- pnorm(simulated) %>% # inv-probit na.omit() m_est <- mean(original) - se_est <- sd(original) / sqrt(length(original)) + sd_est <- sd(original) + se_est <- sd_est / sqrt(length(original)) quantiles <- quantile(original, c(0.025, 0.975), na.rm = TRUE) - set <- data.frame(mean_origin = m_est, se_origin = se_est, lower = quantiles[[1]], upper = quantiles[[2]]) + set <- data.frame(mean_origin = m_est, + se_origin = se_est, + sd_origin = sd_est, + lower = quantiles[[1]], + upper = quantiles[[2]]) + if (flatten_dbl(set) %>% map_lgl(.f = ~ is.na(.x) | is.nan(.x) | is.infinite(.x)) %>% any()) { @@ -85,9 +103,14 @@ inverse_back <- function(beta, se, sim) { original <- 1 / simulated %>% # inverse na.omit() m_est <- mean(original) - se_est <- sd(original) / sqrt(length(original)) + sd_est <- sd(original) + se_est <- sd_est / sqrt(length(original)) quantiles <- quantile(original, c(0.025, 0.975), na.rm = TRUE) - set <- data.frame(mean_origin = m_est, se_origin = se_est, lower = quantiles[[1]], upper = quantiles[[2]]) + set <- data.frame(mean_origin = m_est, + se_origin = se_est, + sd_origin = sd_est, + lower = quantiles[[1]], + upper = quantiles[[2]]) if (flatten_dbl(set) %>% map_lgl(.f = ~ is.na(.x) | is.nan(.x) | is.infinite(.x)) %>% any()) { @@ -105,9 +128,15 @@ square_back <- function(beta, se, sim) { original <- sqrt(simulated) %>% # inverse of x^2 na.omit() m_est <- mean(original) - se_est <- sd(original) / sqrt(length(original)) + sd_est <- sd(original) + se_est <- sd_est / sqrt(length(original)) quantiles <- quantile(original, c(0.025, 0.975), na.rm = TRUE) - set <- data.frame(mean_origin = m_est, se_origin = se_est, lower = quantiles[[1]], upper = quantiles[[2]]) + set <- data.frame(mean_origin = m_est, + se_origin = se_est, + sd_origin = sd_est, + lower = quantiles[[1]], + upper = quantiles[[2]]) + if (flatten_dbl(set) %>% map_lgl(.f = ~ is.na(.x) | is.nan(.x) | is.infinite(.x)) %>% any()) { @@ -125,9 +154,14 @@ cube_back <- function(beta, se, sim) { original <- pracma::nthroot(simulated, n = 3) %>% # inverse of x^3, use non-base to allow for -ve numbers na.omit() m_est <- mean(original) - se_est <- sd(original) / sqrt(length(original)) + sd_est <- sd(original) + se_est <- sd_est / sqrt(length(original)) quantiles <- quantile(original, c(0.025, 0.975), na.rm = TRUE) - set <- data.frame(mean_origin = m_est, se_origin = se_est, lower = quantiles[[1]], upper = quantiles[[2]]) + set <- data.frame(mean_origin = m_est, + se_origin = se_est, + sd_origin = sd_est, + lower = quantiles[[1]], + upper = quantiles[[2]]) if (flatten_dbl(set) %>% map_lgl(.f = ~ is.na(.x) | is.nan(.x) | is.infinite(.x)) %>% any()) { @@ -145,9 +179,14 @@ identity_back <- function(beta, se, sim) { # identity (typo) TODO original <- simulated %>% # no transformation na.omit() m_est <- mean(original) - se_est <- sd(original) / sqrt(length(original)) + sd_est <- sd(original) + se_est <- sd_est / sqrt(length(original)) quantiles <- quantile(original, c(0.025, 0.975), na.rm = TRUE) - set <- data.frame(mean_origin = m_est, se_origin = se_est, lower = quantiles[[1]], upper = quantiles[[2]]) + set <- data.frame(mean_origin = m_est, + se_origin = se_est, + sd_origin = sd_est, + lower = quantiles[[1]], + upper = quantiles[[2]]) if (flatten_dbl(set) %>% map_lgl(.f = ~ is.na(.x) | is.nan(.x) | is.infinite(.x)) %>% any()) { @@ -166,9 +205,14 @@ power_back <- function(beta, se, sim, n) { original <- pracma::nthroot(simulated, n = n) %>% # inverse of x^n, use non-base to allow for -ve numbers na.omit() m_est <- mean(original) - se_est <- sd(original) / sqrt(length(original)) + sd_est <- sd(original) + se_est <- sd_est/ sqrt(length(original)) quantiles <- quantile(original, c(0.025, 0.975), na.rm = TRUE) - set <- data.frame(mean_origin = m_est, se_origin = se_est, lower = quantiles[[1]], upper = quantiles[[2]]) + set <- data.frame(mean_origin = m_est, + se_origin = se_est, + sd_origin = sd_est, + lower = quantiles[[1]], + upper = quantiles[[2]]) if (flatten_dbl(set) %>% map_lgl(.f = ~ is.na(.x) | is.nan(.x) | is.infinite(.x)) %>% any()) { @@ -187,7 +231,8 @@ divide_back <- function(beta, se, sim, n) { original <- simulated * n %>% na.omit() m_est <- mean(original, na.rm = TRUE) - se_est <- sd(original, na.rm = TRUE) / sqrt(length(original)) + sd_est <- sd(original, na.rm = TRUE) + se_est <- sd_est / sqrt(length(original)) quantiles <- quantile(original, c(0.025, 0.975), na.rm = TRUE @@ -195,6 +240,7 @@ divide_back <- function(beta, se, sim, n) { set <- data.frame( mean_origin = m_est, se_origin = se_est, + sd_origin = sd_est, lower = quantiles[[1]], upper = quantiles[[2]] ) @@ -218,9 +264,14 @@ square_root_back <- function(beta, se, sim) { original <- simulated^2 %>% na.omit() m_est <- mean(original) - se_est <- sd(original) / sqrt(length(original)) + sd_est <- sd(original) + se_est <- sd_est / sqrt(length(original)) quantiles <- quantile(original, c(0.025, 0.975), na.rm = TRUE) - set <- data.frame(mean_origin = m_est, se_origin = se_est, lower = quantiles[[1]], upper = quantiles[[2]]) + set <- data.frame(mean_origin = m_est, + se_origin = se_est, + sd_origin = sd_est, + lower = quantiles[[1]], + upper = quantiles[[2]]) if (flatten_dbl(set) %>% map_lgl(.f = ~ is.na(.x) | is.nan(.x) | is.infinite(.x)) %>% any()) { diff --git a/R/conversion.R b/R/conversion.R index 297391c..bc84f58 100644 --- a/R/conversion.R +++ b/R/conversion.R @@ -73,7 +73,7 @@ conversion <- function(beta, se, transformation, sim = 10000) { pluck(1, 2) %>% as.numeric() if (rlang::is_na(n)) { - return(data.frame(mean_origin = NA, m_est = NA, se_origin = NA, lower = NA, upper = NA)) + return(data.frame(mean_origin = NA, m_est = NA, se_origin = NA, sd_origin = NA, lower = NA, upper = NA)) } else { power_back(beta, se, sim, n) } @@ -82,12 +82,12 @@ conversion <- function(beta, se, transformation, sim = 10000) { pluck(1, 3) %>% as.numeric() if (rlang::is_na(n)) { - return(data.frame(mean_origin = NA, m_est = NA, se_origin = NA, lower = NA, upper = NA)) + return(data.frame(mean_origin = NA, m_est = NA, se_origin = NA, sd_origin = NA, lower = NA, upper = NA)) } else { divide_back(beta, se, sim, n) } } else if (transformation == "double_transformation") { - return(data.frame(mean_origin = NA, m_est = NA, se_origin = NA, lower = NA, upper = NA)) + return(data.frame(mean_origin = NA, m_est = NA, se_origin = NA, sd_origin = NA, lower = NA, upper = NA)) } else { identity_back(beta, se, sim) # TODO change conditional logic to ensure strange transformations not put through here } diff --git a/R/log_transform.R b/R/log_transform.R index c61e52f..c4adb21 100644 --- a/R/log_transform.R +++ b/R/log_transform.R @@ -19,11 +19,13 @@ log_transform <- function(estimate = numeric(1L), na.omit() m_est <- mean(log_simulated) - std.error_est <- sd(log_simulated) / sqrt(length(log_simulated)) + sd_est <- sd(log_simulated) + std.error_est <- sd_est / sqrt(length(log_simulated)) quantiles <- quantile(log_simulated, c(0.025, 0.975), na.rm = TRUE) out <- data.frame(mean_log = m_est, se_log = std.error_est, + sd_log = sd_est, lower = quantiles[[1]], upper = quantiles[[2]]) From 730f540c438b8df8517a374c5134f71f48b3fcd8 Mon Sep 17 00:00:00 2001 From: egouldo Date: Mon, 9 Sep 2024 12:25:53 +1000 Subject: [PATCH 02/16] - analysis: #151 investigate extreme precision after changing back-transformation fns --- _targets/meta/meta | 2099 ++++++++++++++-------- manuscript/manuscript/investigate_back.R | 188 ++ 2 files changed, 1545 insertions(+), 742 deletions(-) create mode 100644 manuscript/manuscript/investigate_back.R diff --git a/_targets/meta/meta b/_targets/meta/meta index ca5202e..8346574 100644 --- a/_targets/meta/meta +++ b/_targets/meta/meta @@ -1,785 +1,1400 @@ 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+variance_box_cox|function|43ffaae1e979f900||||||||||||||| +Z_VZ_preds|function|fbbb70e17be09084||||||||||||||| diff --git a/manuscript/manuscript/investigate_back.R b/manuscript/manuscript/investigate_back.R new file mode 100644 index 0000000..2efc582 --- /dev/null +++ b/manuscript/manuscript/investigate_back.R @@ -0,0 +1,188 @@ +out <- targets::tar_read(ManyEcoEvo_yi) %>% + mutate( + data = + map_if(data, + ~ filter(.x, + stringr::str_detect( + response_variable_name, + "average.proportion.of.plots.containing", + negate = TRUE)), + .p = dataset == "eucalyptus")) %>% + mutate( + diversity_data = + map2( + .x = diversity_data, + .y = data, + .f = ~ semi_join(.x, .y, join_by(id_col)) %>% + distinct() + ) + ) %>% filter(dataset == "eucalyptus") %>% + pluck("data", 1) + +back_transformed_se <- + back_transform_response_vars_yi(out) %>% + select("id_col", + ends_with("data"), + starts_with("transformation"), + -review_data) %>% + rowwise(id_col) %>% + mutate(yi_data = list(left_join(augmented_data, back_transformed_data, + by = join_by(SurveyID), + suffix = c(".aug", ".back")))) %>% + unnest(yi_data) %>% + ungroup %>% + select(contains("id"), starts_with("fit"), starts_with("se"), starts_with("sd"), transformation_type) %>% + rename("sd.fit.back" = "sd.fit") + +check_transformations_se <- + back_transformed_se %>% + rowwise(id_col, SurveyID) %>% + mutate(log_transformed_se = list(log_transform(estimate = fit.back, + std.error = se.fit.back, + sim = 100) %>% + rename_with(~ paste0(.x, "SE"))), + log_transformed_sd = list(log_transform(estimate = + fit.back, + std.error = sd.fit.back, + sim = 100) %>% + rename_with(~ paste0(.x, "SD"))) + ) %>% + unnest(cols = c(log_transformed_se, log_transformed_sd)) %>% + relocate(contains("mean_log"), .after = starts_with("fit")) %>% + relocate(contains("se_log"), .after = starts_with("se.")) %>% + relocate(contains("sd_log"), .after = starts_with("sd.")) %>% + select(-contains("ci"), -contains("lower"), -contains("upper")) + +back_transformed_se_sims <- + back_transformed_se %>% + rowwise(id_col, SurveyID) %>% + mutate(log_transformed_10 = list(log_transform(estimate = fit.back, + std.error = se.fit.back, + sim = 10) %>% + rename_with(~ paste0(.x, "10"))), + log_transformed_100= list(log_transform(estimate = fit.back, + std.error = se.fit.back, + sim = 100) %>% + rename_with(~ paste0(.x, "100"))), + log_transformed_1000 = list(log_transform(estimate = fit.back, + std.error = se.fit.back, + sim = 1000) %>% + rename_with(~ paste0(.x, "1000")))) %>% + unnest(cols = starts_with("log_transformed")) %>% + relocate(contains("mean_log"), .after = starts_with("fit")) %>% + relocate(contains("se_log"), .after = starts_with("se.")) %>% + relocate(contains("sd_log"), .after = starts_with("sd.")) %>% + select(-contains("ci"), -contains("lower"), -contains("upper")) + +# check_transformations %>% +# write_csv("manuscript/euc_back_pipeline_checking.csv") + +# convert se to sd before back-transforming +back_transformed_sd <- out %>% + drop_na(sample_size) %>% + rowwise(id_col) %>% + mutate(augmented_data = list(mutate(augmented_data, + se.fit = se.fit * sqrt(sample_size)))) %>% + back_transform_response_vars_yi() %>% + select("id_col", + ends_with("data"), + starts_with("transformation"), + -review_data) %>% + rowwise(id_col) %>% + mutate(yi_data = list(left_join(augmented_data, back_transformed_data, + by = join_by(SurveyID), + suffix = c(".aug", ".back")))) %>% + unnest(yi_data) %>% + ungroup %>% + select(contains("id"), + starts_with("fit"), + starts_with("se"), + starts_with("sd"), + transformation_type) %>% + rename("sd.fit.back" = "sd.fit", "sd.fit.aug" = "se.fit.aug") + +check_transformations_sd <- back_transformed_sd %>% + rowwise(id_col, SurveyID) %>% + mutate(log_transformed_se = list(log_transform(estimate = fit.back, + std.error = se.fit.back, + sim = 100) %>% + rename_with(~ paste0(.x, "SE"))), + log_transformed_sd = list(log_transform(estimate = + fit.back, + std.error = sd.fit.back, + sim = 100) %>% + rename_with(~ paste0(.x, "SD"))) + ) %>% + unnest(cols = c(log_transformed_se, log_transformed_sd)) %>% + relocate(contains("mean_log"), .after = starts_with("fit")) %>% + relocate(contains("se_log"), .after = starts_with("se.")) %>% + relocate(contains("sd_log"), .after = starts_with("sd.")) %>% + select(-contains("ci"), -contains("lower"), -contains("upper")) + +# Convert yi_se to yi_sd before back-transforming, then re-transform +# Using either se or sd from the back-transformed distribution +back_transformed_sd_sims <- + back_transformed_sd %>% + rowwise(id_col, SurveyID) %>% + mutate(log_transformed_100_se = list(log_transform(estimate = fit.back, + std.error = se.fit.back, + sim = 100) %>% + rename_with(~ paste0(.x, "100_sd"))), + log_transformed_1000_se = list(log_transform(estimate = fit.back, + std.error = se.fit.back, + sim = 1000) %>% + rename_with(~ paste0(.x, "1000_sd")))) %>% + mutate(log_transformed_100_sd = list(log_transform(estimate = fit.back, + std.error = sd.fit.back, + sim = 100) %>% + rename_with(~ paste0(.x, "100_se"))), + log_transformed_1000_sd = list(log_transform(estimate = fit.back, + std.error = sd.fit.back, + sim = 1000) %>% + rename_with(~ paste0(.x, "1000_se")))) %>% + unnest(cols = starts_with("log_transformed")) %>% + relocate(contains("mean_log"), .after = starts_with("fit")) %>% + relocate(contains("se_log"), .after = starts_with("se.")) %>% + relocate(contains("sd_log"), .after = starts_with("sd.")) %>% + select(-contains("ci"), -contains("lower"), -contains("upper")) + + +# ---- blue tit --- + + +bt <- targets::tar_read(ManyEcoEvo_yi) %>% filter(dataset == "blue tit") %>% + pluck("data", 1) + +back_transformed_se_bt <- + back_transform_response_vars_yi(bt) %>% + select("id_col", + ends_with("data"), + starts_with("transformation"), + -review_data) %>% + rowwise(id_col) %>% + mutate(yi_data = list(left_join(augmented_data, back_transformed_data, + by = join_by(scenario), + suffix = c(".aug", ".back")))) %>% + unnest(yi_data) %>% + ungroup %>% + select(contains("id"), starts_with("estimate"), starts_with("se"), starts_with("sd"), transformation_type) %>% + rename("sd.fit.back" = "sd.fit") + +check_transformations_se <- + back_transformed_se %>% + rowwise(id_col, scenario) %>% + mutate(log_transformed_se = list(log_transform(estimate = fit.back, + std.error = se.fit.back, + sim = 100) %>% + rename_with(~ paste0(.x, "SE"))), + log_transformed_sd = list(log_transform(estimate = + fit.back, + std.error = sd.fit.back, + sim = 100) %>% + rename_with(~ paste0(.x, "SD"))) + ) %>% + unnest(cols = c(log_transformed_se, log_transformed_sd)) %>% + relocate(contains("mean_log"), .after = starts_with("fit")) %>% + relocate(contains("se_log"), .after = starts_with("se.")) %>% + relocate(contains("sd_log"), .after = starts_with("sd.")) %>% + select(-contains("ci"), -contains("lower"), -contains("upper")) \ No newline at end of file From 8eb19e633137e86c97b2d1997516ea53c98bc441 Mon Sep 17 00:00:00 2001 From: egouldo Date: Mon, 9 Sep 2024 12:31:19 +1000 Subject: [PATCH 03/16] #151 update file for reprex generation, output objects and load pkg with devtools --- manuscript/manuscript/investigate_back.R | 12 +++++++++++- 1 file changed, 11 insertions(+), 1 deletion(-) diff --git a/manuscript/manuscript/investigate_back.R b/manuscript/manuscript/investigate_back.R index 2efc582..075e7b3 100644 --- a/manuscript/manuscript/investigate_back.R +++ b/manuscript/manuscript/investigate_back.R @@ -1,3 +1,4 @@ +devtools::load_all() out <- targets::tar_read(ManyEcoEvo_yi) %>% mutate( data = @@ -146,6 +147,13 @@ back_transformed_sd_sims <- relocate(contains("sd_log"), .after = starts_with("sd.")) %>% select(-contains("ci"), -contains("lower"), -contains("upper")) +check_transformations_se + +back_transformed_se_sims + +check_transformations_sd + +back_transformed_sd_sims # ---- blue tit --- @@ -185,4 +193,6 @@ check_transformations_se <- relocate(contains("mean_log"), .after = starts_with("fit")) %>% relocate(contains("se_log"), .after = starts_with("se.")) %>% relocate(contains("sd_log"), .after = starts_with("sd.")) %>% - select(-contains("ci"), -contains("lower"), -contains("upper")) \ No newline at end of file + select(-contains("ci"), -contains("lower"), -contains("upper")) + +check_transformations_se \ No newline at end of file From e626e56758881ecb91b30d3d321edea0b94f4bb6 Mon Sep 17 00:00:00 2001 From: egouldo Date: Mon, 9 Sep 2024 12:24:22 +1000 Subject: [PATCH 04/16] - bug, refactor!: extract SD in addition to SE for analysis #151 --- R/back_transformations.R | 89 +++++++++++++++++++++++++++++++--------- R/conversion.R | 6 +-- R/log_transform.R | 4 +- 3 files changed, 76 insertions(+), 23 deletions(-) diff --git a/R/back_transformations.R b/R/back_transformations.R index 27b2364..9b2254f 100644 --- a/R/back_transformations.R +++ b/R/back_transformations.R @@ -25,15 +25,22 @@ log_back <- function(beta, se, sim) { original <- exp(simulated) %>% # exponential = inverse of log na.omit() m_est <- mean(original) - se_est <- sd(original) / sqrt(length(original)) + sd_est <- sd(original) + se_est <- sd_est / sqrt(length(original)) quantiles <- quantile(original, c(0.025, 0.975), na.rm = TRUE) - set <- data.frame(mean_origin = m_est, se_origin = se_est, lower = quantiles[[1]], upper = quantiles[[2]]) + set <- data.frame(mean_origin = m_est, + se_origin = se_est, + sd_origin = sd_est, + lower = quantiles[[1]], + upper = quantiles[[2]]) + if (flatten_dbl(set) %>% map_lgl(.f = ~ is.na(.x) | is.nan(.x) | is.infinite(.x)) %>% any()) { cli::cli_alert_danger("{.val NA}, {.val Inf} or {.val NaN} returned during back-transformation of effect sizes and standard errors.") } cli::cli_alert_success("Applied back-transformation for log-transformed effect sizes or out-of-sample predictions, using {.val {sim}} simulations.") + return(set) } @@ -45,9 +52,14 @@ logit_back <- function(beta, se, sim) { original <- plogis(simulated) %>% # invlogit na.omit() m_est <- mean(original) - se_est <- sd(original) / sqrt(length(original)) + sd_est <- sd(original) + se_est <- sd_est / sqrt(length(original)) quantiles <- quantile(original, c(0.025, 0.975), na.rm = TRUE) - set <- data.frame(mean_origin = m_est, se_origin = se_est, lower = quantiles[[1]], upper = quantiles[[2]]) + set <- data.frame(mean_origin = m_est, + se_origin = se_est, + sd_origin = sd_est, + lower = quantiles[[1]], + upper = quantiles[[2]]) if (flatten_dbl(set) %>% map_lgl(.f = ~ is.na(.x) | is.nan(.x) | is.infinite(.x)) %>% any()) { @@ -65,9 +77,15 @@ probit_back <- function(beta, se, sim) { original <- pnorm(simulated) %>% # inv-probit na.omit() m_est <- mean(original) - se_est <- sd(original) / sqrt(length(original)) + sd_est <- sd(original) + se_est <- sd_est / sqrt(length(original)) quantiles <- quantile(original, c(0.025, 0.975), na.rm = TRUE) - set <- data.frame(mean_origin = m_est, se_origin = se_est, lower = quantiles[[1]], upper = quantiles[[2]]) + set <- data.frame(mean_origin = m_est, + se_origin = se_est, + sd_origin = sd_est, + lower = quantiles[[1]], + upper = quantiles[[2]]) + if (flatten_dbl(set) %>% map_lgl(.f = ~ is.na(.x) | is.nan(.x) | is.infinite(.x)) %>% any()) { @@ -85,9 +103,14 @@ inverse_back <- function(beta, se, sim) { original <- 1 / simulated %>% # inverse na.omit() m_est <- mean(original) - se_est <- sd(original) / sqrt(length(original)) + sd_est <- sd(original) + se_est <- sd_est / sqrt(length(original)) quantiles <- quantile(original, c(0.025, 0.975), na.rm = TRUE) - set <- data.frame(mean_origin = m_est, se_origin = se_est, lower = quantiles[[1]], upper = quantiles[[2]]) + set <- data.frame(mean_origin = m_est, + se_origin = se_est, + sd_origin = sd_est, + lower = quantiles[[1]], + upper = quantiles[[2]]) if (flatten_dbl(set) %>% map_lgl(.f = ~ is.na(.x) | is.nan(.x) | is.infinite(.x)) %>% any()) { @@ -105,9 +128,15 @@ square_back <- function(beta, se, sim) { original <- sqrt(simulated) %>% # inverse of x^2 na.omit() m_est <- mean(original) - se_est <- sd(original) / sqrt(length(original)) + sd_est <- sd(original) + se_est <- sd_est / sqrt(length(original)) quantiles <- quantile(original, c(0.025, 0.975), na.rm = TRUE) - set <- data.frame(mean_origin = m_est, se_origin = se_est, lower = quantiles[[1]], upper = quantiles[[2]]) + set <- data.frame(mean_origin = m_est, + se_origin = se_est, + sd_origin = sd_est, + lower = quantiles[[1]], + upper = quantiles[[2]]) + if (flatten_dbl(set) %>% map_lgl(.f = ~ is.na(.x) | is.nan(.x) | is.infinite(.x)) %>% any()) { @@ -125,9 +154,14 @@ cube_back <- function(beta, se, sim) { original <- pracma::nthroot(simulated, n = 3) %>% # inverse of x^3, use non-base to allow for -ve numbers na.omit() m_est <- mean(original) - se_est <- sd(original) / sqrt(length(original)) + sd_est <- sd(original) + se_est <- sd_est / sqrt(length(original)) quantiles <- quantile(original, c(0.025, 0.975), na.rm = TRUE) - set <- data.frame(mean_origin = m_est, se_origin = se_est, lower = quantiles[[1]], upper = quantiles[[2]]) + set <- data.frame(mean_origin = m_est, + se_origin = se_est, + sd_origin = sd_est, + lower = quantiles[[1]], + upper = quantiles[[2]]) if (flatten_dbl(set) %>% map_lgl(.f = ~ is.na(.x) | is.nan(.x) | is.infinite(.x)) %>% any()) { @@ -145,9 +179,14 @@ identity_back <- function(beta, se, sim) { # identity (typo) TODO original <- simulated %>% # no transformation na.omit() m_est <- mean(original) - se_est <- sd(original) / sqrt(length(original)) + sd_est <- sd(original) + se_est <- sd_est / sqrt(length(original)) quantiles <- quantile(original, c(0.025, 0.975), na.rm = TRUE) - set <- data.frame(mean_origin = m_est, se_origin = se_est, lower = quantiles[[1]], upper = quantiles[[2]]) + set <- data.frame(mean_origin = m_est, + se_origin = se_est, + sd_origin = sd_est, + lower = quantiles[[1]], + upper = quantiles[[2]]) if (flatten_dbl(set) %>% map_lgl(.f = ~ is.na(.x) | is.nan(.x) | is.infinite(.x)) %>% any()) { @@ -166,9 +205,14 @@ power_back <- function(beta, se, sim, n) { original <- pracma::nthroot(simulated, n = n) %>% # inverse of x^n, use non-base to allow for -ve numbers na.omit() m_est <- mean(original) - se_est <- sd(original) / sqrt(length(original)) + sd_est <- sd(original) + se_est <- sd_est/ sqrt(length(original)) quantiles <- quantile(original, c(0.025, 0.975), na.rm = TRUE) - set <- data.frame(mean_origin = m_est, se_origin = se_est, lower = quantiles[[1]], upper = quantiles[[2]]) + set <- data.frame(mean_origin = m_est, + se_origin = se_est, + sd_origin = sd_est, + lower = quantiles[[1]], + upper = quantiles[[2]]) if (flatten_dbl(set) %>% map_lgl(.f = ~ is.na(.x) | is.nan(.x) | is.infinite(.x)) %>% any()) { @@ -187,7 +231,8 @@ divide_back <- function(beta, se, sim, n) { original <- simulated * n %>% na.omit() m_est <- mean(original, na.rm = TRUE) - se_est <- sd(original, na.rm = TRUE) / sqrt(length(original)) + sd_est <- sd(original, na.rm = TRUE) + se_est <- sd_est / sqrt(length(original)) quantiles <- quantile(original, c(0.025, 0.975), na.rm = TRUE @@ -195,6 +240,7 @@ divide_back <- function(beta, se, sim, n) { set <- data.frame( mean_origin = m_est, se_origin = se_est, + sd_origin = sd_est, lower = quantiles[[1]], upper = quantiles[[2]] ) @@ -218,9 +264,14 @@ square_root_back <- function(beta, se, sim) { original <- simulated^2 %>% na.omit() m_est <- mean(original) - se_est <- sd(original) / sqrt(length(original)) + sd_est <- sd(original) + se_est <- sd_est / sqrt(length(original)) quantiles <- quantile(original, c(0.025, 0.975), na.rm = TRUE) - set <- data.frame(mean_origin = m_est, se_origin = se_est, lower = quantiles[[1]], upper = quantiles[[2]]) + set <- data.frame(mean_origin = m_est, + se_origin = se_est, + sd_origin = sd_est, + lower = quantiles[[1]], + upper = quantiles[[2]]) if (flatten_dbl(set) %>% map_lgl(.f = ~ is.na(.x) | is.nan(.x) | is.infinite(.x)) %>% any()) { diff --git a/R/conversion.R b/R/conversion.R index 297391c..bc84f58 100644 --- a/R/conversion.R +++ b/R/conversion.R @@ -73,7 +73,7 @@ conversion <- function(beta, se, transformation, sim = 10000) { pluck(1, 2) %>% as.numeric() if (rlang::is_na(n)) { - return(data.frame(mean_origin = NA, m_est = NA, se_origin = NA, lower = NA, upper = NA)) + return(data.frame(mean_origin = NA, m_est = NA, se_origin = NA, sd_origin = NA, lower = NA, upper = NA)) } else { power_back(beta, se, sim, n) } @@ -82,12 +82,12 @@ conversion <- function(beta, se, transformation, sim = 10000) { pluck(1, 3) %>% as.numeric() if (rlang::is_na(n)) { - return(data.frame(mean_origin = NA, m_est = NA, se_origin = NA, lower = NA, upper = NA)) + return(data.frame(mean_origin = NA, m_est = NA, se_origin = NA, sd_origin = NA, lower = NA, upper = NA)) } else { divide_back(beta, se, sim, n) } } else if (transformation == "double_transformation") { - return(data.frame(mean_origin = NA, m_est = NA, se_origin = NA, lower = NA, upper = NA)) + return(data.frame(mean_origin = NA, m_est = NA, se_origin = NA, sd_origin = NA, lower = NA, upper = NA)) } else { identity_back(beta, se, sim) # TODO change conditional logic to ensure strange transformations not put through here } diff --git a/R/log_transform.R b/R/log_transform.R index c61e52f..c4adb21 100644 --- a/R/log_transform.R +++ b/R/log_transform.R @@ -19,11 +19,13 @@ log_transform <- function(estimate = numeric(1L), na.omit() m_est <- mean(log_simulated) - std.error_est <- sd(log_simulated) / sqrt(length(log_simulated)) + sd_est <- sd(log_simulated) + std.error_est <- sd_est / sqrt(length(log_simulated)) quantiles <- quantile(log_simulated, c(0.025, 0.975), na.rm = TRUE) out <- data.frame(mean_log = m_est, se_log = std.error_est, + sd_log = sd_est, lower = quantiles[[1]], upper = quantiles[[2]]) From 6d49cb40a1b8be5e8874f5bb5b255d87db519f8f Mon Sep 17 00:00:00 2001 From: egouldo Date: Mon, 9 Sep 2024 12:25:53 +1000 Subject: [PATCH 05/16] - analysis: #151 investigate extreme precision after changing back-transformation fns --- _targets/meta/meta | 2099 ++++++++++++++-------- manuscript/manuscript/investigate_back.R | 188 ++ 2 files changed, 1545 insertions(+), 742 deletions(-) create mode 100644 manuscript/manuscript/investigate_back.R diff --git a/_targets/meta/meta b/_targets/meta/meta index ca5202e..8346574 100644 --- a/_targets/meta/meta +++ b/_targets/meta/meta @@ -1,785 +1,1400 @@ name|type|data|command|depend|seed|path|time|size|bytes|format|repository|iteration|parent|children|seconds|warnings|error -slice_conditionally|function|22cadf28d255437e -exclude_extreme_VZ|function|424a2c1eda115ad0 -expert_subset|object|f94a4d43e2626f03 -anonymise_teams|function|7430d98fda6f6b87 -controller|object|525ff96519873a6b -subset_fns_Zr|function|ce6b98c7b1e9785e -prepare_sorenson_summary_data|function|578643f49627e2c6 -prepare_df_for_summarising|function|9deb1db0f0afbd8c -count_binary_coded_features|function|e4724c5ce132d41c -count_teams_analyses|function|7c5f52a3fddfacf7 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+variance_box_cox|function|43ffaae1e979f900||||||||||||||| +Z_VZ_preds|function|fbbb70e17be09084||||||||||||||| diff --git a/manuscript/manuscript/investigate_back.R b/manuscript/manuscript/investigate_back.R new file mode 100644 index 0000000..2efc582 --- /dev/null +++ b/manuscript/manuscript/investigate_back.R @@ -0,0 +1,188 @@ +out <- targets::tar_read(ManyEcoEvo_yi) %>% + mutate( + data = + map_if(data, + ~ filter(.x, + stringr::str_detect( + response_variable_name, + "average.proportion.of.plots.containing", + negate = TRUE)), + .p = dataset == "eucalyptus")) %>% + mutate( + diversity_data = + map2( + .x = diversity_data, + .y = data, + .f = ~ semi_join(.x, .y, join_by(id_col)) %>% + distinct() + ) + ) %>% filter(dataset == "eucalyptus") %>% + pluck("data", 1) + +back_transformed_se <- + back_transform_response_vars_yi(out) %>% + select("id_col", + ends_with("data"), + starts_with("transformation"), + -review_data) %>% + rowwise(id_col) %>% + mutate(yi_data = list(left_join(augmented_data, back_transformed_data, + by = join_by(SurveyID), + suffix = c(".aug", ".back")))) %>% + unnest(yi_data) %>% + ungroup %>% + select(contains("id"), starts_with("fit"), starts_with("se"), starts_with("sd"), transformation_type) %>% + rename("sd.fit.back" = "sd.fit") + +check_transformations_se <- + back_transformed_se %>% + rowwise(id_col, SurveyID) %>% + mutate(log_transformed_se = list(log_transform(estimate = fit.back, + std.error = se.fit.back, + sim = 100) %>% + rename_with(~ paste0(.x, "SE"))), + log_transformed_sd = list(log_transform(estimate = + fit.back, + std.error = sd.fit.back, + sim = 100) %>% + rename_with(~ paste0(.x, "SD"))) + ) %>% + unnest(cols = c(log_transformed_se, log_transformed_sd)) %>% + relocate(contains("mean_log"), .after = starts_with("fit")) %>% + relocate(contains("se_log"), .after = starts_with("se.")) %>% + relocate(contains("sd_log"), .after = starts_with("sd.")) %>% + select(-contains("ci"), -contains("lower"), -contains("upper")) + +back_transformed_se_sims <- + back_transformed_se %>% + rowwise(id_col, SurveyID) %>% + mutate(log_transformed_10 = list(log_transform(estimate = fit.back, + std.error = se.fit.back, + sim = 10) %>% + rename_with(~ paste0(.x, "10"))), + log_transformed_100= list(log_transform(estimate = fit.back, + std.error = se.fit.back, + sim = 100) %>% + rename_with(~ paste0(.x, "100"))), + log_transformed_1000 = list(log_transform(estimate = fit.back, + std.error = se.fit.back, + sim = 1000) %>% + rename_with(~ paste0(.x, "1000")))) %>% + unnest(cols = starts_with("log_transformed")) %>% + relocate(contains("mean_log"), .after = starts_with("fit")) %>% + relocate(contains("se_log"), .after = starts_with("se.")) %>% + relocate(contains("sd_log"), .after = starts_with("sd.")) %>% + select(-contains("ci"), -contains("lower"), -contains("upper")) + +# check_transformations %>% +# write_csv("manuscript/euc_back_pipeline_checking.csv") + +# convert se to sd before back-transforming +back_transformed_sd <- out %>% + drop_na(sample_size) %>% + rowwise(id_col) %>% + mutate(augmented_data = list(mutate(augmented_data, + se.fit = se.fit * sqrt(sample_size)))) %>% + back_transform_response_vars_yi() %>% + select("id_col", + ends_with("data"), + starts_with("transformation"), + -review_data) %>% + rowwise(id_col) %>% + mutate(yi_data = list(left_join(augmented_data, back_transformed_data, + by = join_by(SurveyID), + suffix = c(".aug", ".back")))) %>% + unnest(yi_data) %>% + ungroup %>% + select(contains("id"), + starts_with("fit"), + starts_with("se"), + starts_with("sd"), + transformation_type) %>% + rename("sd.fit.back" = "sd.fit", "sd.fit.aug" = "se.fit.aug") + +check_transformations_sd <- back_transformed_sd %>% + rowwise(id_col, SurveyID) %>% + mutate(log_transformed_se = list(log_transform(estimate = fit.back, + std.error = se.fit.back, + sim = 100) %>% + rename_with(~ paste0(.x, "SE"))), + log_transformed_sd = list(log_transform(estimate = + fit.back, + std.error = sd.fit.back, + sim = 100) %>% + rename_with(~ paste0(.x, "SD"))) + ) %>% + unnest(cols = c(log_transformed_se, log_transformed_sd)) %>% + relocate(contains("mean_log"), .after = starts_with("fit")) %>% + relocate(contains("se_log"), .after = starts_with("se.")) %>% + relocate(contains("sd_log"), .after = starts_with("sd.")) %>% + select(-contains("ci"), -contains("lower"), -contains("upper")) + +# Convert yi_se to yi_sd before back-transforming, then re-transform +# Using either se or sd from the back-transformed distribution +back_transformed_sd_sims <- + back_transformed_sd %>% + rowwise(id_col, SurveyID) %>% + mutate(log_transformed_100_se = list(log_transform(estimate = fit.back, + std.error = se.fit.back, + sim = 100) %>% + rename_with(~ paste0(.x, "100_sd"))), + log_transformed_1000_se = list(log_transform(estimate = fit.back, + std.error = se.fit.back, + sim = 1000) %>% + rename_with(~ paste0(.x, "1000_sd")))) %>% + mutate(log_transformed_100_sd = list(log_transform(estimate = fit.back, + std.error = sd.fit.back, + sim = 100) %>% + rename_with(~ paste0(.x, "100_se"))), + log_transformed_1000_sd = list(log_transform(estimate = fit.back, + std.error = sd.fit.back, + sim = 1000) %>% + rename_with(~ paste0(.x, "1000_se")))) %>% + unnest(cols = starts_with("log_transformed")) %>% + relocate(contains("mean_log"), .after = starts_with("fit")) %>% + relocate(contains("se_log"), .after = starts_with("se.")) %>% + relocate(contains("sd_log"), .after = starts_with("sd.")) %>% + select(-contains("ci"), -contains("lower"), -contains("upper")) + + +# ---- blue tit --- + + +bt <- targets::tar_read(ManyEcoEvo_yi) %>% filter(dataset == "blue tit") %>% + pluck("data", 1) + +back_transformed_se_bt <- + back_transform_response_vars_yi(bt) %>% + select("id_col", + ends_with("data"), + starts_with("transformation"), + -review_data) %>% + rowwise(id_col) %>% + mutate(yi_data = list(left_join(augmented_data, back_transformed_data, + by = join_by(scenario), + suffix = c(".aug", ".back")))) %>% + unnest(yi_data) %>% + ungroup %>% + select(contains("id"), starts_with("estimate"), starts_with("se"), starts_with("sd"), transformation_type) %>% + rename("sd.fit.back" = "sd.fit") + +check_transformations_se <- + back_transformed_se %>% + rowwise(id_col, scenario) %>% + mutate(log_transformed_se = list(log_transform(estimate = fit.back, + std.error = se.fit.back, + sim = 100) %>% + rename_with(~ paste0(.x, "SE"))), + log_transformed_sd = list(log_transform(estimate = + fit.back, + std.error = sd.fit.back, + sim = 100) %>% + rename_with(~ paste0(.x, "SD"))) + ) %>% + unnest(cols = c(log_transformed_se, log_transformed_sd)) %>% + relocate(contains("mean_log"), .after = starts_with("fit")) %>% + relocate(contains("se_log"), .after = starts_with("se.")) %>% + relocate(contains("sd_log"), .after = starts_with("sd.")) %>% + select(-contains("ci"), -contains("lower"), -contains("upper")) \ No newline at end of file From 86f05e2c03b3bff640960f7ffdad8f038a88c5dc Mon Sep 17 00:00:00 2001 From: egouldo Date: Mon, 9 Sep 2024 12:31:19 +1000 Subject: [PATCH 06/16] #151 update file for reprex generation, output objects and load pkg with devtools --- manuscript/manuscript/investigate_back.R | 12 +++++++++++- 1 file changed, 11 insertions(+), 1 deletion(-) diff --git a/manuscript/manuscript/investigate_back.R b/manuscript/manuscript/investigate_back.R index 2efc582..075e7b3 100644 --- a/manuscript/manuscript/investigate_back.R +++ b/manuscript/manuscript/investigate_back.R @@ -1,3 +1,4 @@ +devtools::load_all() out <- targets::tar_read(ManyEcoEvo_yi) %>% mutate( data = @@ -146,6 +147,13 @@ back_transformed_sd_sims <- relocate(contains("sd_log"), .after = starts_with("sd.")) %>% select(-contains("ci"), -contains("lower"), -contains("upper")) +check_transformations_se + +back_transformed_se_sims + +check_transformations_sd + +back_transformed_sd_sims # ---- blue tit --- @@ -185,4 +193,6 @@ check_transformations_se <- relocate(contains("mean_log"), .after = starts_with("fit")) %>% relocate(contains("se_log"), .after = starts_with("se.")) %>% relocate(contains("sd_log"), .after = starts_with("sd.")) %>% - select(-contains("ci"), -contains("lower"), -contains("upper")) \ No newline at end of file + select(-contains("ci"), -contains("lower"), -contains("upper")) + +check_transformations_se \ No newline at end of file From c6570593cd9338000a7ffecace065d11b4694716 Mon Sep 17 00:00:00 2001 From: egouldo Date: Mon, 9 Sep 2024 12:40:04 +1000 Subject: [PATCH 07/16] - analysis #151 add reprex chunk options to quiet messages, add headings --- manuscript/manuscript/investigate_back.R | 22 +++++++++++++++------- 1 file changed, 15 insertions(+), 7 deletions(-) diff --git a/manuscript/manuscript/investigate_back.R b/manuscript/manuscript/investigate_back.R index 075e7b3..57d2e3b 100644 --- a/manuscript/manuscript/investigate_back.R +++ b/manuscript/manuscript/investigate_back.R @@ -1,4 +1,6 @@ devtools::load_all() + +#+ message = FALSE, warning = FALSE out <- targets::tar_read(ManyEcoEvo_yi) %>% mutate( data = @@ -147,17 +149,22 @@ back_transformed_sd_sims <- relocate(contains("sd_log"), .after = starts_with("sd.")) %>% select(-contains("ci"), -contains("lower"), -contains("upper")) -check_transformations_se +#' # Euc checking + +#+ +# ---- report euc results ---- +check_transformations_se %>% knitr::kable() + +back_transformed_se_sims %>% knitr::kable() -back_transformed_se_sims +check_transformations_sd %>% knitr::kable() -check_transformations_sd +back_transformed_sd_sims %>% knitr::kable() -back_transformed_sd_sims +#' # BT checking +#+ message = FALSE, warning = FALSE # ---- blue tit --- - - bt <- targets::tar_read(ManyEcoEvo_yi) %>% filter(dataset == "blue tit") %>% pluck("data", 1) @@ -195,4 +202,5 @@ check_transformations_se <- relocate(contains("sd_log"), .after = starts_with("sd.")) %>% select(-contains("ci"), -contains("lower"), -contains("upper")) -check_transformations_se \ No newline at end of file +#+ +check_transformations_se %>% knitr::kable() \ No newline at end of file From fee7c81a52b2fe8b3e7b57b4bc0963dafc7d54e1 Mon Sep 17 00:00:00 2001 From: egouldo Date: Mon, 9 Sep 2024 12:43:08 +1000 Subject: [PATCH 08/16] - docs:! `devtools::document()` --- NAMESPACE | 6 +++- man/Z_VZ_preds.Rd | 1 - man/apply_sorensen_calc.Rd | 1 - man/assign_transformation_type.Rd | 3 +- man/augment_prediction_data.Rd | 4 +-- man/back.Rd | 33 +++++++------------ man/back_transform_response_vars_yi.Rd | 17 +++------- man/box_cox_transform.Rd | 1 - man/clean_response_transformation.Rd | 3 +- man/conversion.Rd | 3 +- man/conversion_2.Rd | 3 +- man/convert_predictions.Rd | 8 ++--- man/est_to_zr.Rd | 1 - man/folded_params.Rd | 1 - man/prepare_response_variables.Rd | 7 ++-- man/prepare_response_variables_yi.Rd | 6 +--- man/process_analyst_data.Rd | 2 -- man/rename_prediction_cols.Rd | 44 -------------------------- man/variance_box_cox.Rd | 3 +- 19 files changed, 35 insertions(+), 112 deletions(-) delete mode 100644 man/rename_prediction_cols.Rd diff --git a/NAMESPACE b/NAMESPACE index 6044ce1..7d90dea 100644 --- a/NAMESPACE +++ b/NAMESPACE @@ -88,7 +88,6 @@ export(preprocess_prediction_files) export(preprocess_updated_prediction_files) export(probit_back) export(read_submission_data) -export(rename_prediction_cols) export(rm_inf_na) export(run_model_checks) export(split_yi_subsets) @@ -182,7 +181,9 @@ importFrom(pointblank,vars) importFrom(pointblank,warn_on_fail) importFrom(purrr,discard) importFrom(purrr,exec) +importFrom(purrr,flatten_chr) importFrom(purrr,flatten_dbl) +importFrom(purrr,flatten_df) importFrom(purrr,is_scalar_vector) importFrom(purrr,keep) importFrom(purrr,keep_at) @@ -204,6 +205,8 @@ importFrom(purrr,reduce2) importFrom(purrr,set_names) importFrom(purrr,simplify) importFrom(purrr,transpose) +importFrom(readr,locale) +importFrom(readr,parse_number) importFrom(readr,read_csv) importFrom(recipes,juice) importFrom(recipes,prep) @@ -247,6 +250,7 @@ importFrom(stringr,str_starts) importFrom(tibble,as_tibble) importFrom(tibble,as_tibble_row) importFrom(tibble,column_to_rownames) +importFrom(tibble,deframe) importFrom(tibble,enframe) importFrom(tibble,rownames_to_column) importFrom(tibble,tibble) diff --git a/man/Z_VZ_preds.Rd b/man/Z_VZ_preds.Rd index 4f639a8..b3e2d70 100644 --- a/man/Z_VZ_preds.Rd +++ b/man/Z_VZ_preds.Rd @@ -30,7 +30,6 @@ Other Analysis-level functions: \code{\link{est_to_zr}()}, \code{\link{folded_params}()}, \code{\link{pmap_wrap}()}, -\code{\link{rename_prediction_cols}()}, \code{\link{variance_box_cox}()} } \concept{Analysis-level functions} diff --git a/man/apply_sorensen_calc.Rd b/man/apply_sorensen_calc.Rd index 45c1486..53ffdbf 100644 --- a/man/apply_sorensen_calc.Rd +++ b/man/apply_sorensen_calc.Rd @@ -26,7 +26,6 @@ Other Analysis-level functions: \code{\link{est_to_zr}()}, \code{\link{folded_params}()}, \code{\link{pmap_wrap}()}, -\code{\link{rename_prediction_cols}()}, \code{\link{variance_box_cox}()} } \concept{Analysis-level functions} diff --git a/man/assign_transformation_type.Rd b/man/assign_transformation_type.Rd index bb1bae5..152ca13 100644 --- a/man/assign_transformation_type.Rd +++ b/man/assign_transformation_type.Rd @@ -32,7 +32,6 @@ Other Back-transformation: \code{\link{clean_response_transformation}()}, \code{\link{conversion}()}, \code{\link{conversion_2}()}, -\code{\link{convert_predictions}()}, -\code{\link{rename_prediction_cols}()} +\code{\link{convert_predictions}()} } \concept{Back-transformation} diff --git a/man/augment_prediction_data.Rd b/man/augment_prediction_data.Rd index 5417ff2..27fb4fa 100644 --- a/man/augment_prediction_data.Rd +++ b/man/augment_prediction_data.Rd @@ -9,12 +9,12 @@ augment_prediction_data(.data, checks, dataset) \arguments{ \item{.data}{A data.frame of out of-sample-predictions analyst submission data} -\item{checks}{A data.frame of pointblank interrogation output for \code{.data}} +\item{checks}{A data.frame of \verb{pointblank::} interrogation output for \code{.data}} \item{dataset}{A character string equal to either "blue tit" or "eucalyptus"} } \value{ -A dataframe. Individual analyst submission containing augmented +A dataframe of individual analyst submission containing augmented out-of-sample prediction data ready for meta-analysis. } \description{ diff --git a/man/back.Rd b/man/back.Rd index dd6d9b2..4423652 100644 --- a/man/back.Rd +++ b/man/back.Rd @@ -83,8 +83,7 @@ Other Back-transformation: \code{\link{clean_response_transformation}()}, \code{\link{conversion}()}, \code{\link{conversion_2}()}, -\code{\link{convert_predictions}()}, -\code{\link{rename_prediction_cols}()} +\code{\link{convert_predictions}()} Other Back-transformation: \code{\link{assign_transformation_type}()}, @@ -92,8 +91,7 @@ Other Back-transformation: \code{\link{clean_response_transformation}()}, \code{\link{conversion}()}, \code{\link{conversion_2}()}, -\code{\link{convert_predictions}()}, -\code{\link{rename_prediction_cols}()} +\code{\link{convert_predictions}()} Other Back-transformation: \code{\link{assign_transformation_type}()}, @@ -101,8 +99,7 @@ Other Back-transformation: \code{\link{clean_response_transformation}()}, \code{\link{conversion}()}, \code{\link{conversion_2}()}, -\code{\link{convert_predictions}()}, -\code{\link{rename_prediction_cols}()} +\code{\link{convert_predictions}()} Other Back-transformation: \code{\link{assign_transformation_type}()}, @@ -110,8 +107,7 @@ Other Back-transformation: \code{\link{clean_response_transformation}()}, \code{\link{conversion}()}, \code{\link{conversion_2}()}, -\code{\link{convert_predictions}()}, -\code{\link{rename_prediction_cols}()} +\code{\link{convert_predictions}()} Other Back-transformation: \code{\link{assign_transformation_type}()}, @@ -119,8 +115,7 @@ Other Back-transformation: \code{\link{clean_response_transformation}()}, \code{\link{conversion}()}, \code{\link{conversion_2}()}, -\code{\link{convert_predictions}()}, -\code{\link{rename_prediction_cols}()} +\code{\link{convert_predictions}()} Other Back-transformation: \code{\link{assign_transformation_type}()}, @@ -128,8 +123,7 @@ Other Back-transformation: \code{\link{clean_response_transformation}()}, \code{\link{conversion}()}, \code{\link{conversion_2}()}, -\code{\link{convert_predictions}()}, -\code{\link{rename_prediction_cols}()} +\code{\link{convert_predictions}()} Other Back-transformation: \code{\link{assign_transformation_type}()}, @@ -137,8 +131,7 @@ Other Back-transformation: \code{\link{clean_response_transformation}()}, \code{\link{conversion}()}, \code{\link{conversion_2}()}, -\code{\link{convert_predictions}()}, -\code{\link{rename_prediction_cols}()} +\code{\link{convert_predictions}()} Other Back-transformation: \code{\link{assign_transformation_type}()}, @@ -146,8 +139,7 @@ Other Back-transformation: \code{\link{clean_response_transformation}()}, \code{\link{conversion}()}, \code{\link{conversion_2}()}, -\code{\link{convert_predictions}()}, -\code{\link{rename_prediction_cols}()} +\code{\link{convert_predictions}()} Other Back-transformation: \code{\link{assign_transformation_type}()}, @@ -155,8 +147,7 @@ Other Back-transformation: \code{\link{clean_response_transformation}()}, \code{\link{conversion}()}, \code{\link{conversion_2}()}, -\code{\link{convert_predictions}()}, -\code{\link{rename_prediction_cols}()} +\code{\link{convert_predictions}()} Other Back-transformation: \code{\link{assign_transformation_type}()}, @@ -164,8 +155,7 @@ Other Back-transformation: \code{\link{clean_response_transformation}()}, \code{\link{conversion}()}, \code{\link{conversion_2}()}, -\code{\link{convert_predictions}()}, -\code{\link{rename_prediction_cols}()} +\code{\link{convert_predictions}()} Other Back-transformation: \code{\link{assign_transformation_type}()}, @@ -173,7 +163,6 @@ Other Back-transformation: \code{\link{clean_response_transformation}()}, \code{\link{conversion}()}, \code{\link{conversion_2}()}, -\code{\link{convert_predictions}()}, -\code{\link{rename_prediction_cols}()} +\code{\link{convert_predictions}()} } \concept{Back-transformation} diff --git a/man/back_transform_response_vars_yi.Rd b/man/back_transform_response_vars_yi.Rd index f1fd379..3f87b47 100644 --- a/man/back_transform_response_vars_yi.Rd +++ b/man/back_transform_response_vars_yi.Rd @@ -4,18 +4,10 @@ \alias{back_transform_response_vars_yi} \title{Back-transform analyst \code{yi} estiamtes to the response scale} \usage{ -back_transform_response_vars_yi( - data, - estimate_type = character(1L), - dataset = character(1L) -) +back_transform_response_vars_yi(data) } \arguments{ \item{data}{dataframe of out of sample predictions analyst submission data} - -\item{estimate_type}{The type of estimate to be standardised. Character vector of length 1, whose value may be "yi", "y25", "y50", "y75".} - -\item{dataset}{One of either "blue tit" or "eucalyptus"} } \value{ A tibble of analyst data with standardised values contained in a list-column called 'back_transformed_data' @@ -23,6 +15,9 @@ A tibble of analyst data with standardised values contained in a list-column cal \description{ Back-transform analyst \code{yi} estiamtes to the response scale } +\details{ +\code{data} must contain the columns: \code{id_col}, \code{augmented_data}, \code{transformation}, \code{response_transformation_status}, where \code{augmented_data} is a list-column of dataframes containing the analyst predictions, \code{transformation} is the transformation used in the model, and \code{response_transformation_status} is the status of the response transformation. +} \seealso{ Other Analysis-level functions: \code{\link{Z_VZ_preds}()}, @@ -32,7 +27,6 @@ Other Analysis-level functions: \code{\link{est_to_zr}()}, \code{\link{folded_params}()}, \code{\link{pmap_wrap}()}, -\code{\link{rename_prediction_cols}()}, \code{\link{variance_box_cox}()} Other Back-transformation: @@ -41,8 +35,7 @@ Other Back-transformation: \code{\link{clean_response_transformation}()}, \code{\link{conversion}()}, \code{\link{conversion_2}()}, -\code{\link{convert_predictions}()}, -\code{\link{rename_prediction_cols}()} +\code{\link{convert_predictions}()} } \concept{Analysis-level functions} \concept{Back-transformation} diff --git a/man/box_cox_transform.Rd b/man/box_cox_transform.Rd index c3235bd..2ac2bc2 100644 --- a/man/box_cox_transform.Rd +++ b/man/box_cox_transform.Rd @@ -32,7 +32,6 @@ Other Analysis-level functions: \code{\link{est_to_zr}()}, \code{\link{folded_params}()}, \code{\link{pmap_wrap}()}, -\code{\link{rename_prediction_cols}()}, \code{\link{variance_box_cox}()} } \concept{Analysis-level functions} diff --git a/man/clean_response_transformation.Rd b/man/clean_response_transformation.Rd index a15b7f9..daae27d 100644 --- a/man/clean_response_transformation.Rd +++ b/man/clean_response_transformation.Rd @@ -40,7 +40,6 @@ Other Back-transformation: \code{\link{back_transform_response_vars_yi}()}, \code{\link{conversion}()}, \code{\link{conversion_2}()}, -\code{\link{convert_predictions}()}, -\code{\link{rename_prediction_cols}()} +\code{\link{convert_predictions}()} } \concept{Back-transformation} diff --git a/man/conversion.Rd b/man/conversion.Rd index f231103..43b1dfe 100644 --- a/man/conversion.Rd +++ b/man/conversion.Rd @@ -46,7 +46,6 @@ Other Back-transformation: \code{\link{back_transform_response_vars_yi}()}, \code{\link{clean_response_transformation}()}, \code{\link{conversion_2}()}, -\code{\link{convert_predictions}()}, -\code{\link{rename_prediction_cols}()} +\code{\link{convert_predictions}()} } \concept{Back-transformation} diff --git a/man/conversion_2.Rd b/man/conversion_2.Rd index e31e050..5708f76 100644 --- a/man/conversion_2.Rd +++ b/man/conversion_2.Rd @@ -32,7 +32,6 @@ Other Back-transformation: \code{\link{back_transform_response_vars_yi}()}, \code{\link{clean_response_transformation}()}, \code{\link{conversion}()}, -\code{\link{convert_predictions}()}, -\code{\link{rename_prediction_cols}()} +\code{\link{convert_predictions}()} } \concept{Back-transformation} diff --git a/man/convert_predictions.Rd b/man/convert_predictions.Rd index f38e3f3..d1d018d 100644 --- a/man/convert_predictions.Rd +++ b/man/convert_predictions.Rd @@ -15,10 +15,10 @@ convert_predictions( \item{augmented_data}{A tibble of out of analyst's sample prediction data for 3 scenarios} } \value{ -A tibble of out of sample predictions on the response variable scale of the response variable used by the analyst +A tibble of out-of-sample predictions on the response variable scale of the response variable used by the analyst } \description{ -Converts out of sample predictions on the link scale back to the response scale +Converts out-of-sample predictions on the link scale back to the response scale } \seealso{ \code{\link[=rename_prediction_cols]{rename_prediction_cols()}} @@ -31,7 +31,6 @@ Other Analysis-level functions: \code{\link{est_to_zr}()}, \code{\link{folded_params}()}, \code{\link{pmap_wrap}()}, -\code{\link{rename_prediction_cols}()}, \code{\link{variance_box_cox}()} Other Back-transformation: @@ -40,8 +39,7 @@ Other Back-transformation: \code{\link{back_transform_response_vars_yi}()}, \code{\link{clean_response_transformation}()}, \code{\link{conversion}()}, -\code{\link{conversion_2}()}, -\code{\link{rename_prediction_cols}()} +\code{\link{conversion_2}()} } \concept{Analysis-level functions} \concept{Back-transformation} diff --git a/man/est_to_zr.Rd b/man/est_to_zr.Rd index e9e6b28..0c480a0 100644 --- a/man/est_to_zr.Rd +++ b/man/est_to_zr.Rd @@ -31,7 +31,6 @@ Other Analysis-level functions: \code{\link{convert_predictions}()}, \code{\link{folded_params}()}, \code{\link{pmap_wrap}()}, -\code{\link{rename_prediction_cols}()}, \code{\link{variance_box_cox}()} } \concept{Analysis-level functions} diff --git a/man/folded_params.Rd b/man/folded_params.Rd index d161eed..ac529bf 100644 --- a/man/folded_params.Rd +++ b/man/folded_params.Rd @@ -30,7 +30,6 @@ Other Analysis-level functions: \code{\link{convert_predictions}()}, \code{\link{est_to_zr}()}, \code{\link{pmap_wrap}()}, -\code{\link{rename_prediction_cols}()}, \code{\link{variance_box_cox}()} } \concept{Analysis-level functions} diff --git a/man/prepare_response_variables.Rd b/man/prepare_response_variables.Rd index 20a1e2e..8cc5085 100644 --- a/man/prepare_response_variables.Rd +++ b/man/prepare_response_variables.Rd @@ -5,7 +5,7 @@ \title{Prepare response variable data for nested ManyEcoEvo dataset} \usage{ prepare_response_variables( - ManyEcoEvo, + data, estimate_type = character(1L), param_table = NULL, dataset_standardise = NULL, @@ -14,7 +14,7 @@ prepare_response_variables( ) } \arguments{ -\item{ManyEcoEvo}{Complete ManyEcoEvo dataset containing nested datasets for each different analysis and exclusion set dataset} +\item{data}{Complete ManyEcoEvo dataset containing nested datasets for each different analysis and exclusion set dataset} \item{estimate_type}{A character string of length 1, equal to either "Zr", "yi", "y25", "y50", "y75", indicating what type of estimates are being prepared.} @@ -33,10 +33,9 @@ Prepare response variable data for nested ManyEcoEvo dataset \details{ Operates on nested list-columns of dataframes, where each dataframe contains the response variable data for a single analysis. The function standardises the response variable data for each analysis, and returns the modified dataset to the \code{data} list-column. -Note that if \code{ManyEcoEvo} does not have an \code{estimate_type} column, it will be added with the value of \code{estimate_type}. This is because some transformation functions require the \code{estimate_type} column to be present in the dataset. +Note that if \code{data} does not have an \code{estimate_type} column, it will be added with the value of \code{estimate_type}. This is because some transformation functions require the \code{estimate_type} column to be present in the dataset. } \examples{ -data(ManyEcoEvo) ManyEcoEvo \%>\% prepare_response_variables(estimate_type = "Zr") } \seealso{ diff --git a/man/prepare_response_variables_yi.Rd b/man/prepare_response_variables_yi.Rd index 839e12b..5589768 100644 --- a/man/prepare_response_variables_yi.Rd +++ b/man/prepare_response_variables_yi.Rd @@ -4,11 +4,7 @@ \alias{prepare_response_variables_yi} \title{Prepare response variable data for nested ManyEcoEvo \code{yi} dataset} \usage{ -prepare_response_variables_yi( - data, - estimate_type = character(1L), - param_table = NULL -) +prepare_response_variables_yi(data) } \arguments{ \item{data}{Complete ManyEcoEvo-style dataset containing nested datasets for each different analysis and exclusion set dataset.} diff --git a/man/process_analyst_data.Rd b/man/process_analyst_data.Rd index cc36358..7578259 100644 --- a/man/process_analyst_data.Rd +++ b/man/process_analyst_data.Rd @@ -112,7 +112,6 @@ Other Analysis-level functions: \code{\link{convert_predictions}()}, \code{\link{est_to_zr}()}, \code{\link{folded_params}()}, -\code{\link{rename_prediction_cols}()}, \code{\link{variance_box_cox}()} Other Analysis-level functions: @@ -123,7 +122,6 @@ Other Analysis-level functions: \code{\link{convert_predictions}()}, \code{\link{est_to_zr}()}, \code{\link{folded_params}()}, -\code{\link{rename_prediction_cols}()}, \code{\link{variance_box_cox}()} } \concept{Analysis-level functions} diff --git a/man/rename_prediction_cols.Rd b/man/rename_prediction_cols.Rd deleted file mode 100644 index ddb9f06..0000000 --- a/man/rename_prediction_cols.Rd +++ /dev/null @@ -1,44 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/convert_predictions.R -\name{rename_prediction_cols} -\alias{rename_prediction_cols} -\title{Rename Prediction Columns} -\usage{ -rename_prediction_cols(.data, key_var, .old_data) -} -\arguments{ -\item{.data}{A tibble of out of sample predictions on the response variable scale} - -\item{key_var}{A tibble of the key variables used in the conversion} - -\item{.old_data}{A tibble of the original data used in the conversion} -} -\value{ -A tibble of out of sample predictions on the response variable scale with the correct column names -} -\description{ -Renames the prediction columns in the output of convert_predictions -} -\seealso{ -Other Analysis-level functions: -\code{\link{Z_VZ_preds}()}, -\code{\link{apply_sorensen_calc}()}, -\code{\link{back_transform_response_vars_yi}()}, -\code{\link{box_cox_transform}()}, -\code{\link{convert_predictions}()}, -\code{\link{est_to_zr}()}, -\code{\link{folded_params}()}, -\code{\link{pmap_wrap}()}, -\code{\link{variance_box_cox}()} - -Other Back-transformation: -\code{\link{assign_transformation_type}()}, -\code{\link{back}}, -\code{\link{back_transform_response_vars_yi}()}, -\code{\link{clean_response_transformation}()}, -\code{\link{conversion}()}, -\code{\link{conversion_2}()}, -\code{\link{convert_predictions}()} -} -\concept{Analysis-level functions} -\concept{Back-transformation} diff --git a/man/variance_box_cox.Rd b/man/variance_box_cox.Rd index 7761fa6..75b14cb 100644 --- a/man/variance_box_cox.Rd +++ b/man/variance_box_cox.Rd @@ -32,8 +32,7 @@ Other Analysis-level functions: \code{\link{convert_predictions}()}, \code{\link{est_to_zr}()}, \code{\link{folded_params}()}, -\code{\link{pmap_wrap}()}, -\code{\link{rename_prediction_cols}()} +\code{\link{pmap_wrap}()} } \concept{Analysis-level functions} \concept{Box-Cox transformation} From 20722b45f668d21b34288ca6ae6e47ae26eeef6a Mon Sep 17 00:00:00 2001 From: egouldo Date: Mon, 9 Sep 2024 12:43:38 +1000 Subject: [PATCH 09/16] - analysis #151 add additional reprex chunk to quiet output --- manuscript/manuscript/investigate_back.R | 1 + 1 file changed, 1 insertion(+) diff --git a/manuscript/manuscript/investigate_back.R b/manuscript/manuscript/investigate_back.R index 57d2e3b..c90cab9 100644 --- a/manuscript/manuscript/investigate_back.R +++ b/manuscript/manuscript/investigate_back.R @@ -183,6 +183,7 @@ back_transformed_se_bt <- select(contains("id"), starts_with("estimate"), starts_with("se"), starts_with("sd"), transformation_type) %>% rename("sd.fit.back" = "sd.fit") +#+ message = FALSE, warning = FALSE check_transformations_se <- back_transformed_se %>% rowwise(id_col, scenario) %>% From 98b1c27ceb22140f4fd7f1e0260f39a0bb001bfc Mon Sep 17 00:00:00 2001 From: egouldo Date: Mon, 9 Sep 2024 12:46:18 +1000 Subject: [PATCH 10/16] #151 add analysis reprex --- cilia-stag_reprex.R | 213 ++++++++ cilia-stag_reprex.md | 1139 ++++++++++++++++++++++++++++++++++++++++++ 2 files changed, 1352 insertions(+) create mode 100644 cilia-stag_reprex.R create mode 100644 cilia-stag_reprex.md diff --git a/cilia-stag_reprex.R b/cilia-stag_reprex.R new file mode 100644 index 0000000..8cbd60b --- /dev/null +++ b/cilia-stag_reprex.R @@ -0,0 +1,213 @@ +#' --- +#' output: +#' reprex::reprex_document: +#' style: TRUE +#' --- + +devtools::load_all() + +#+ message = FALSE, warning = FALSE +out <- targets::tar_read(ManyEcoEvo_yi) %>% + mutate( + data = + map_if(data, + ~ filter(.x, + stringr::str_detect( + response_variable_name, + "average.proportion.of.plots.containing", + negate = TRUE)), + .p = dataset == "eucalyptus")) %>% + mutate( + diversity_data = + map2( + .x = diversity_data, + .y = data, + .f = ~ semi_join(.x, .y, join_by(id_col)) %>% + distinct() + ) + ) %>% filter(dataset == "eucalyptus") %>% + pluck("data", 1) + +back_transformed_se <- + back_transform_response_vars_yi(out) %>% + select("id_col", + ends_with("data"), + starts_with("transformation"), + -review_data) %>% + rowwise(id_col) %>% + mutate(yi_data = list(left_join(augmented_data, back_transformed_data, + by = join_by(SurveyID), + suffix = c(".aug", ".back")))) %>% + unnest(yi_data) %>% + ungroup %>% + select(contains("id"), starts_with("fit"), starts_with("se"), starts_with("sd"), transformation_type) %>% + rename("sd.fit.back" = "sd.fit") + +check_transformations_se <- + back_transformed_se %>% + rowwise(id_col, SurveyID) %>% + mutate(log_transformed_se = list(log_transform(estimate = fit.back, + std.error = se.fit.back, + sim = 100) %>% + rename_with(~ paste0(.x, "SE"))), + log_transformed_sd = list(log_transform(estimate = + fit.back, + std.error = sd.fit.back, + sim = 100) %>% + rename_with(~ paste0(.x, "SD"))) + ) %>% + unnest(cols = c(log_transformed_se, log_transformed_sd)) %>% + relocate(contains("mean_log"), .after = starts_with("fit")) %>% + relocate(contains("se_log"), .after = starts_with("se.")) %>% + relocate(contains("sd_log"), .after = starts_with("sd.")) %>% + select(-contains("ci"), -contains("lower"), -contains("upper")) + +back_transformed_se_sims <- + back_transformed_se %>% + rowwise(id_col, SurveyID) %>% + mutate(log_transformed_10 = list(log_transform(estimate = fit.back, + std.error = se.fit.back, + sim = 10) %>% + rename_with(~ paste0(.x, "10"))), + log_transformed_100= list(log_transform(estimate = fit.back, + std.error = se.fit.back, + sim = 100) %>% + rename_with(~ paste0(.x, "100"))), + log_transformed_1000 = list(log_transform(estimate = fit.back, + std.error = se.fit.back, + sim = 1000) %>% + rename_with(~ paste0(.x, "1000")))) %>% + unnest(cols = starts_with("log_transformed")) %>% + relocate(contains("mean_log"), .after = starts_with("fit")) %>% + relocate(contains("se_log"), .after = starts_with("se.")) %>% + relocate(contains("sd_log"), .after = starts_with("sd.")) %>% + select(-contains("ci"), -contains("lower"), -contains("upper")) + +# check_transformations %>% +# write_csv("manuscript/euc_back_pipeline_checking.csv") + +# convert se to sd before back-transforming +back_transformed_sd <- out %>% + drop_na(sample_size) %>% + rowwise(id_col) %>% + mutate(augmented_data = list(mutate(augmented_data, + se.fit = se.fit * sqrt(sample_size)))) %>% + back_transform_response_vars_yi() %>% + select("id_col", + ends_with("data"), + starts_with("transformation"), + -review_data) %>% + rowwise(id_col) %>% + mutate(yi_data = list(left_join(augmented_data, back_transformed_data, + by = join_by(SurveyID), + suffix = c(".aug", ".back")))) %>% + unnest(yi_data) %>% + ungroup %>% + select(contains("id"), + starts_with("fit"), + starts_with("se"), + starts_with("sd"), + transformation_type) %>% + rename("sd.fit.back" = "sd.fit", "sd.fit.aug" = "se.fit.aug") + +check_transformations_sd <- back_transformed_sd %>% + rowwise(id_col, SurveyID) %>% + mutate(log_transformed_se = list(log_transform(estimate = fit.back, + std.error = se.fit.back, + sim = 100) %>% + rename_with(~ paste0(.x, "SE"))), + log_transformed_sd = list(log_transform(estimate = + fit.back, + std.error = sd.fit.back, + sim = 100) %>% + rename_with(~ paste0(.x, "SD"))) + ) %>% + unnest(cols = c(log_transformed_se, log_transformed_sd)) %>% + relocate(contains("mean_log"), .after = starts_with("fit")) %>% + relocate(contains("se_log"), .after = starts_with("se.")) %>% + relocate(contains("sd_log"), .after = starts_with("sd.")) %>% + select(-contains("ci"), -contains("lower"), -contains("upper")) + +# Convert yi_se to yi_sd before back-transforming, then re-transform +# Using either se or sd from the back-transformed distribution +back_transformed_sd_sims <- + back_transformed_sd %>% + rowwise(id_col, SurveyID) %>% + mutate(log_transformed_100_se = list(log_transform(estimate = fit.back, + std.error = se.fit.back, + sim = 100) %>% + rename_with(~ paste0(.x, "100_sd"))), + log_transformed_1000_se = list(log_transform(estimate = fit.back, + std.error = se.fit.back, + sim = 1000) %>% + rename_with(~ paste0(.x, "1000_sd")))) %>% + mutate(log_transformed_100_sd = list(log_transform(estimate = fit.back, + std.error = sd.fit.back, + sim = 100) %>% + rename_with(~ paste0(.x, "100_se"))), + log_transformed_1000_sd = list(log_transform(estimate = fit.back, + std.error = sd.fit.back, + sim = 1000) %>% + rename_with(~ paste0(.x, "1000_se")))) %>% + unnest(cols = starts_with("log_transformed")) %>% + relocate(contains("mean_log"), .after = starts_with("fit")) %>% + relocate(contains("se_log"), .after = starts_with("se.")) %>% + relocate(contains("sd_log"), .after = starts_with("sd.")) %>% + select(-contains("ci"), -contains("lower"), -contains("upper")) + +#' # Euc checking + +#+ +# ---- report euc results ---- +check_transformations_se %>% knitr::kable() + +back_transformed_se_sims %>% knitr::kable() + +check_transformations_sd %>% knitr::kable() + +back_transformed_sd_sims %>% knitr::kable() + +#' # BT checking + +#+ message = FALSE, warning = FALSE +# ---- blue tit --- +bt <- targets::tar_read(ManyEcoEvo_yi) %>% filter(dataset == "blue tit") %>% + pluck("data", 1) + +back_transformed_se_bt <- + back_transform_response_vars_yi(bt) %>% + select("id_col", + ends_with("data"), + starts_with("transformation"), + -review_data) %>% + rowwise(id_col) %>% + mutate(yi_data = list(left_join(augmented_data, back_transformed_data, + by = join_by(scenario), + suffix = c(".aug", ".back")))) %>% + unnest(yi_data) %>% + ungroup %>% + select(contains("id"), starts_with("estimate"), starts_with("se"), starts_with("sd"), transformation_type) %>% + rename("sd.fit.back" = "sd.fit") + +#+ message = FALSE, warning = FALSE +check_transformations_se <- + back_transformed_se %>% + rowwise(id_col, scenario) %>% + mutate(log_transformed_se = list(log_transform(estimate = fit.back, + std.error = se.fit.back, + sim = 100) %>% + rename_with(~ paste0(.x, "SE"))), + log_transformed_sd = list(log_transform(estimate = + fit.back, + std.error = sd.fit.back, + sim = 100) %>% + rename_with(~ paste0(.x, "SD"))) + ) %>% + unnest(cols = c(log_transformed_se, log_transformed_sd)) %>% + relocate(contains("mean_log"), .after = starts_with("fit")) %>% + relocate(contains("se_log"), .after = starts_with("se.")) %>% + relocate(contains("sd_log"), .after = starts_with("sd.")) %>% + select(-contains("ci"), -contains("lower"), -contains("upper")) + +#+ +check_transformations_se %>% knitr::kable() diff --git a/cilia-stag_reprex.md b/cilia-stag_reprex.md new file mode 100644 index 0000000..4cb2705 --- /dev/null +++ b/cilia-stag_reprex.md @@ -0,0 +1,1139 @@ +*Local `.Rprofile` detected at `/Users/elliotgould/Documents/GitHub/ManyEcoEvo/.Rprofile`* + +``` r +devtools::load_all() +#> ℹ Loading ManyEcoEvo +#> Loading required package: rmarkdown +#> +#> Loading required package: bookdown +#> +#> Registered S3 method overwritten by 'parsnip': +#> method from +#> print.nullmodel vegan +#> +#> Registered S3 method overwritten by 'lava': +#> method from +#> print.estimate EnvStats +``` + +``` r +out <- targets::tar_read(ManyEcoEvo_yi) %>% + mutate( + data = + map_if(data, + ~ filter( + .x, + stringr::str_detect( + response_variable_name, + "average.proportion.of.plots.containing", + negate = TRUE + ) + ), + .p = dataset == "eucalyptus" + ) + ) %>% + mutate( + diversity_data = + map2( + .x = diversity_data, + .y = data, + .f = ~ semi_join(.x, .y, join_by(id_col)) %>% + distinct() + ) + ) %>% + filter(dataset == "eucalyptus") %>% + pluck("data", 1) + +back_transformed_se <- + back_transform_response_vars_yi(out) %>% + select( + "id_col", + ends_with("data"), + starts_with("transformation"), + -review_data + ) %>% + rowwise(id_col) %>% + mutate(yi_data = list(left_join(augmented_data, back_transformed_data, + by = join_by(SurveyID), + suffix = c(".aug", ".back") + ))) %>% + unnest(yi_data) %>% + ungroup() %>% + select(contains("id"), starts_with("fit"), starts_with("se"), starts_with("sd"), transformation_type) %>% + rename("sd.fit.back" = "sd.fit") + +check_transformations_se <- + back_transformed_se %>% + rowwise(id_col, SurveyID) %>% + mutate( + log_transformed_se = list(log_transform( + estimate = fit.back, + std.error = se.fit.back, + sim = 100 + ) %>% + rename_with(~ paste0(.x, "SE"))), + log_transformed_sd = list(log_transform( + estimate = + fit.back, + std.error = sd.fit.back, + sim = 100 + ) %>% + rename_with(~ paste0(.x, "SD"))) + ) %>% + unnest(cols = c(log_transformed_se, log_transformed_sd)) %>% + relocate(contains("mean_log"), .after = starts_with("fit")) %>% + relocate(contains("se_log"), .after = starts_with("se.")) %>% + relocate(contains("sd_log"), .after = starts_with("sd.")) %>% + select(-contains("ci"), -contains("lower"), -contains("upper")) + +back_transformed_se_sims <- + back_transformed_se %>% + rowwise(id_col, SurveyID) %>% + mutate( + log_transformed_10 = list(log_transform( + estimate = fit.back, + std.error = se.fit.back, + sim = 10 + ) %>% + rename_with(~ paste0(.x, "10"))), + log_transformed_100 = list(log_transform( + estimate = fit.back, + std.error = se.fit.back, + sim = 100 + ) %>% + rename_with(~ paste0(.x, "100"))), + log_transformed_1000 = list(log_transform( + estimate = fit.back, + std.error = se.fit.back, + sim = 1000 + ) %>% + rename_with(~ paste0(.x, "1000"))) + ) %>% + unnest(cols = starts_with("log_transformed")) %>% + relocate(contains("mean_log"), .after = starts_with("fit")) %>% + relocate(contains("se_log"), .after = starts_with("se.")) %>% + relocate(contains("sd_log"), .after = starts_with("sd.")) %>% + select(-contains("ci"), -contains("lower"), -contains("upper")) + +# check_transformations %>% +# write_csv("manuscript/euc_back_pipeline_checking.csv") + +# convert se to sd before back-transforming +back_transformed_sd <- out %>% + drop_na(sample_size) %>% + rowwise(id_col) %>% + mutate(augmented_data = list(mutate(augmented_data, + se.fit = se.fit * sqrt(sample_size) + ))) %>% + back_transform_response_vars_yi() %>% + select( + "id_col", + ends_with("data"), + starts_with("transformation"), + -review_data + ) %>% + rowwise(id_col) %>% + mutate(yi_data = list(left_join(augmented_data, back_transformed_data, + by = join_by(SurveyID), + suffix = c(".aug", ".back") + ))) %>% + unnest(yi_data) %>% + ungroup() %>% + select( + contains("id"), + starts_with("fit"), + starts_with("se"), + starts_with("sd"), + transformation_type + ) %>% + rename("sd.fit.back" = "sd.fit", "sd.fit.aug" = "se.fit.aug") + +check_transformations_sd <- back_transformed_sd %>% + rowwise(id_col, SurveyID) %>% + mutate( + log_transformed_se = list(log_transform( + estimate = fit.back, + std.error = se.fit.back, + sim = 100 + ) %>% + rename_with(~ paste0(.x, "SE"))), + log_transformed_sd = list(log_transform( + estimate = + fit.back, + std.error = sd.fit.back, + sim = 100 + ) %>% + rename_with(~ paste0(.x, "SD"))) + ) %>% + unnest(cols = c(log_transformed_se, log_transformed_sd)) %>% + relocate(contains("mean_log"), .after = starts_with("fit")) %>% + relocate(contains("se_log"), .after = starts_with("se.")) %>% + relocate(contains("sd_log"), .after = starts_with("sd.")) %>% + select(-contains("ci"), -contains("lower"), -contains("upper")) + +# Convert yi_se to yi_sd before back-transforming, then re-transform +# Using either se or sd from the back-transformed distribution +back_transformed_sd_sims <- + back_transformed_sd %>% + rowwise(id_col, SurveyID) %>% + mutate( + log_transformed_100_se = list(log_transform( + estimate = fit.back, + std.error = se.fit.back, + sim = 100 + ) %>% + rename_with(~ paste0(.x, "100_sd"))), + log_transformed_1000_se = list(log_transform( + estimate = fit.back, + std.error = se.fit.back, + sim = 1000 + ) %>% + rename_with(~ paste0(.x, "1000_sd"))) + ) %>% + mutate( + log_transformed_100_sd = list(log_transform( + estimate = fit.back, + std.error = sd.fit.back, + sim = 100 + ) %>% + rename_with(~ paste0(.x, "100_se"))), + log_transformed_1000_sd = list(log_transform( + estimate = fit.back, + std.error = sd.fit.back, + sim = 1000 + ) %>% + rename_with(~ paste0(.x, "1000_se"))) + ) %>% + unnest(cols = starts_with("log_transformed")) %>% + relocate(contains("mean_log"), .after = starts_with("fit")) %>% + relocate(contains("se_log"), .after = starts_with("se.")) %>% + relocate(contains("sd_log"), .after = starts_with("sd.")) %>% + select(-contains("ci"), -contains("lower"), -contains("upper")) +``` + +# Euc checking + +``` r +check_transformations_se %>% knitr::kable() +``` + +| id_col | SurveyID | fit.aug | fit.back | mean_logSE | mean_logSD | se.fit.aug | se.fit.back | se_logSE | se_logSD | sd.fit.back | sd_logSE | sd_logSD | transformation_type | +|:---------------|:---------|------------:|-------------:|------------:|------------:|-----------:|-------------:|----------:|----------:|-------------:|----------:|----------:|:--------------------| +| Bodalla-1-1-1 | Q1 | 1.5851971 | 7.185008e+00 | 1.9742976 | 1.9151461 | 0.8723829 | 7.869000e-02 | 0.0011611 | 0.1102517 | 7.869001e+00 | 0.0116111 | 1.0104736 | log | +| Bodalla-1-1-1 | Q2 | 1.6899319 | 8.287831e+00 | 2.1140904 | 2.0188456 | 0.9192349 | 9.219130e-02 | 0.0011023 | 0.1343474 | 9.219126e+00 | 0.0110233 | 1.2239634 | log | +| Bodalla-1-1-1 | Q3 | 1.8732339 | 1.024943e+01 | 2.3265762 | 2.5109066 | 0.9356753 | 1.187250e-01 | 0.0012425 | 0.0832695 | 1.187250e+01 | 0.0124249 | 0.7722096 | log | +| Brookto-1-1-1 | Q1 | 0.2833457 | 2.378892e+00 | 0.8645376 | 1.0787317 | 1.0667770 | 3.388960e-02 | 0.0014839 | 0.1050550 | 3.388956e+00 | 0.0148395 | 0.9037171 | log | +| Brookto-1-1-1 | Q2 | 1.4072346 | 5.463457e+01 | 3.9796380 | 5.6469770 | 2.2815853 | 4.342509e+00 | 0.0080283 | 0.0951577 | 4.342509e+02 | 0.0802829 | 0.7492726 | log | +| Brookto-1-1-1 | Q3 | 5.7457778 | 3.737325e+07 | 17.3099151 | 20.8818569 | 5.2329493 | 2.033511e+07 | 0.0700479 | 0.1679675 | 2.033511e+09 | 0.6898914 | 1.1757723 | log | +| Broulee-1-1-1 | Q1 | 0.4346053 | 1.922855e+00 | 0.6538082 | 0.6354653 | 0.6571400 | 1.404230e-02 | 0.0007688 | 0.0733548 | 1.404234e+00 | 0.0076883 | 0.7112013 | log | +| Broulee-1-1-1 | Q2 | 0.8406579 | 3.544205e+00 | 1.2656664 | 1.2198265 | 0.9118278 | 4.194710e-02 | 0.0011835 | 0.1130157 | 4.194713e+00 | 0.0118347 | 1.0296217 | log | +| Broulee-1-1-1 | Q3 | 1.0731579 | 4.954993e+00 | 1.5987144 | 1.5721493 | 1.0332875 | 6.559410e-02 | 0.0013754 | 0.1058991 | 6.559413e+00 | 0.0137542 | 0.9292605 | log | +| Candelo-3-3-1 | Q3 | -5.0396807 | 5.591623e+42 | 98.3904998 | 102.1208060 | 30.7165827 | 5.214400e+42 | 0.0972423 | 0.1638235 | 5.214400e+44 | 0.8697619 | 1.1699337 | log | +| Bonalbo-1-1-1 | Q1 | -0.5920938 | 5.513532e+00 | 1.7180867 | 2.7324719 | 2.1554785 | 2.863244e-01 | 0.0047212 | 0.1467825 | 2.863244e+01 | 0.0472120 | 1.1274574 | log | +| Bonalbo-1-1-1 | Q2 | -0.4921883 | 2.593773e+00 | 0.9542607 | 1.8360526 | 1.7012812 | 8.935630e-02 | 0.0040513 | 0.1102188 | 8.935627e+00 | 0.0405127 | 0.8537512 | log | +| Bonalbo-1-1-1 | Q3 | 0.2393517 | 5.393076e+00 | 1.6856044 | 2.7395259 | 1.7070275 | 1.824799e-01 | 0.0032947 | 0.1009927 | 1.824799e+01 | 0.0329474 | 0.7757393 | log | +| Bonalbo-2-2-1 | Q1 | 1.3991986 | 4.320508e+00 | 1.4632130 | 1.3657211 | 0.3711310 | 1.654430e-02 | 0.0003378 | 0.0466380 | 1.654428e+00 | 0.0033777 | 0.4640426 | log | +| Bonalbo-2-2-1 | Q2 | 2.1020093 | 8.612225e+00 | 2.1530653 | 2.1268084 | 0.3295377 | 2.916330e-02 | 0.0003403 | 0.0333910 | 2.916326e+00 | 0.0034033 | 0.3322366 | log | +| Bonalbo-2-2-1 | Q3 | 1.7446511 | 6.024808e+00 | 1.7960545 | 1.6737126 | 0.3250398 | 2.007390e-02 | 0.0003285 | 0.0455384 | 2.007387e+00 | 0.0032853 | 0.4553836 | log | +| Carcoar-1-1-1 | Q1 | -0.6956728 | 1.495947e+00 | 0.4063912 | 1.0257274 | 1.4810843 | 4.103320e-02 | 0.0028795 | 0.1213060 | 4.103317e+00 | 0.0287951 | 1.0435136 | log | +| Carcoar-1-1-1 | Q2 | -0.0766375 | 2.244615e+00 | 0.8107660 | 1.1168629 | 1.3375462 | 4.671930e-02 | 0.0019353 | 0.1292826 | 4.671929e+00 | 0.0193532 | 1.0816558 | log | +| Carcoar-1-1-1 | Q3 | 0.1020235 | 2.786652e+00 | 1.0233677 | 1.0708978 | 1.3688037 | 6.071730e-02 | 0.0022657 | 0.1431203 | 6.071730e+00 | 0.0226568 | 1.1627144 | log | +| Carnama-1-1-1 | Q1 | -4.5723153 | 1.829180e-02 | -4.0007902 | -3.7059829 | 1.0822138 | 2.748000e-04 | 0.0014693 | 0.1205910 | 2.747510e-02 | 0.0146926 | 1.0373631 | log | +| Carnama-1-1-1 | Q2 | -4.9098889 | 1.547440e-02 | -4.1709116 | -3.8045401 | 1.2475369 | 2.705000e-04 | 0.0018760 | 0.1014724 | 2.704600e-02 | 0.0187602 | 0.8610221 | log | +| Carnama-1-1-1 | Q3 | -4.2049548 | 2.495010e-02 | -3.6920322 | -3.7144186 | 1.0205378 | 3.298000e-04 | 0.0013173 | 0.1617155 | 3.297980e-02 | 0.0131734 | 1.3722013 | log | +| Aberdeen-1-1-1 | Q1 | -1.0337667 | 2.731342e+00 | 1.0165656 | 2.0248275 | 2.0488307 | 1.245104e-01 | 0.0045054 | 0.1501397 | 1.245104e+01 | 0.0450537 | 1.0401986 | log | +| Aberdeen-1-1-1 | Q2 | -1.9528873 | 9.036609e-01 | -0.1003260 | 0.6192688 | 1.9726538 | 3.616690e-02 | 0.0039038 | 0.1422366 | 3.616695e+00 | 0.0390379 | 1.0738628 | log | +| Aberdeen-1-1-1 | Q3 | -1.9314743 | 1.377315e+00 | 0.3337775 | 1.9664001 | 2.1221178 | 1.080870e-01 | 0.0078973 | 0.1211268 | 1.080870e+01 | 0.0789731 | 0.9614144 | log | +| Andamook-1-1-1 | Q1 | -1.8745206 | 3.257053e-01 | -1.1219291 | -0.6055925 | 1.2174532 | 6.611800e-03 | 0.0022133 | 0.1060912 | 6.611843e-01 | 0.0221333 | 0.8420725 | log | +| Andamook-1-1-1 | Q2 | -1.2400476 | 5.354131e-01 | -0.6249667 | -0.3790699 | 1.1344629 | 8.036300e-03 | 0.0016473 | 0.1078920 | 8.036349e-01 | 0.0164733 | 0.9343725 | log | +| Andamook-1-1-1 | Q3 | -0.9914583 | 8.059816e-01 | -0.2179857 | 0.0457342 | 1.2697775 | 1.479920e-02 | 0.0017360 | 0.1214625 | 1.479918e+00 | 0.0173598 | 1.0306439 | log | +| Andamook-2-2-1 | Q1 | -0.9079854 | 1.222733e+00 | 0.2018887 | 0.9011096 | 1.4972319 | 3.374580e-02 | 0.0026834 | 0.1334970 | 3.374585e+00 | 0.0268337 | 1.0254101 | log | +| Andamook-2-2-1 | Q2 | -0.8257150 | 1.299997e+00 | 0.2611932 | 1.1201013 | 1.4583591 | 3.983490e-02 | 0.0027720 | 0.1198108 | 3.983486e+00 | 0.0277204 | 0.9124518 | log | +| Andamook-2-2-1 | Q3 | -0.7810521 | 1.518448e+00 | 0.4087646 | 1.2690156 | 1.5396697 | 5.490480e-02 | 0.0038418 | 0.1349605 | 5.490479e+00 | 0.0384176 | 1.0540751 | log | +| Andamook-3-3-1 | Q1 | -1.7073391 | 3.700303e-01 | -0.9943606 | -0.6379586 | 1.1915106 | 7.246300e-03 | 0.0018053 | 0.1163177 | 7.246338e-01 | 0.0180529 | 0.9662077 | log | +| Andamook-3-3-1 | Q2 | -1.3400380 | 4.811287e-01 | -0.7338881 | -0.5736016 | 1.0989661 | 7.237800e-03 | 0.0013974 | 0.1128865 | 7.237802e-01 | 0.0139742 | 0.9511982 | log | +| Andamook-3-3-1 | Q3 | -1.2409555 | 6.302212e-01 | -0.4651439 | -0.2158884 | 1.2584827 | 1.206480e-02 | 0.0020368 | 0.1311125 | 1.206475e+00 | 0.0203679 | 1.1278722 | log | +| Andamook-4-4-1 | Q1 | -0.9137866 | 1.373214e+00 | 0.3183676 | 1.2288189 | 1.5831958 | 3.798740e-02 | 0.0028177 | 0.0881012 | 3.798740e+00 | 0.0281770 | 0.7102947 | log | +| Andamook-4-4-1 | Q2 | -1.0411564 | 1.068675e+00 | 0.0653777 | 0.6875510 | 1.4818142 | 2.739870e-02 | 0.0025858 | 0.1468789 | 2.739869e+00 | 0.0258582 | 1.2022559 | log | +| Andamook-4-4-1 | Q3 | -0.8395543 | 1.417260e+00 | 0.3493214 | 1.1140371 | 1.5402167 | 3.847230e-02 | 0.0027530 | 0.1102631 | 3.847231e+00 | 0.0275304 | 0.8889692 | log | +| Byrock-1-3-1 | Q1 | 0.4342374 | 1.586399e+00 | 0.4618093 | 0.4622519 | 0.2291645 | 3.657000e-03 | 0.0002312 | 0.0229230 | 3.656989e-01 | 0.0023116 | 0.2292300 | log | +| Byrock-1-3-1 | Q2 | 0.7748944 | 2.214975e+00 | 0.7949481 | 0.7473552 | 0.1922032 | 4.276000e-03 | 0.0001913 | 0.0214146 | 4.276019e-01 | 0.0019126 | 0.2141459 | log | +| Byrock-1-3-1 | Q3 | 0.8961638 | 2.515504e+00 | 0.9225081 | 0.9140426 | 0.2451779 | 6.291400e-03 | 0.0002287 | 0.0231917 | 6.291434e-01 | 0.0022871 | 0.2319173 | log | +| Byrock-2-4-1 | Q1 | -0.7678207 | 5.271333e-01 | -0.6405786 | -0.6547663 | 0.5123291 | 2.876500e-03 | 0.0004719 | 0.0558063 | 2.876510e-01 | 0.0047194 | 0.5552662 | log | +| Byrock-2-4-1 | Q2 | -0.1892172 | 8.859478e-01 | -0.1208503 | -0.2592823 | 0.3635388 | 3.324400e-03 | 0.0003905 | 0.0544151 | 3.324405e-01 | 0.0039051 | 0.5441509 | log | +| Byrock-2-4-1 | Q3 | 0.0167582 | 1.126536e+00 | 0.1194521 | -0.0981941 | 0.4670077 | 5.577500e-03 | 0.0004739 | 0.0640086 | 5.577539e-01 | 0.0047386 | 0.6336526 | log | +| Byrock-3-5-1 | Q1 | 0.0240440 | 1.038290e+00 | 0.0377063 | 0.0417317 | 0.1798642 | 1.897200e-03 | 0.0001734 | 0.0164928 | 1.897248e-01 | 0.0017340 | 0.1649285 | log | +| Byrock-3-5-1 | Q2 | 0.1445468 | 1.171557e+00 | 0.1583767 | 0.1583441 | 0.1761260 | 2.075100e-03 | 0.0001798 | 0.0178393 | 2.075091e-01 | 0.0017975 | 0.1783925 | log | +| Byrock-3-5-1 | Q3 | 0.1874443 | 1.232098e+00 | 0.2081431 | 0.1738788 | 0.2227839 | 2.762000e-03 | 0.0002539 | 0.0223333 | 2.761985e-01 | 0.0025391 | 0.2233333 | log | +| Byrock-4-6-1 | Q1 | -3.8898161 | 3.634020e-02 | -3.3161079 | -3.1609452 | 1.0641897 | 5.316000e-04 | 0.0014117 | 0.1090095 | 5.316060e-02 | 0.0141174 | 0.9750104 | log | +| Byrock-4-6-1 | Q2 | -1.8690307 | 1.644894e-01 | -1.8047711 | -1.8201574 | 0.3537047 | 6.091000e-04 | 0.0003950 | 0.0368364 | 6.091430e-02 | 0.0039497 | 0.3683640 | log | +| Byrock-4-6-1 | Q3 | -1.1496573 | 3.437087e-01 | -1.0680729 | -1.0798291 | 0.4138680 | 1.479800e-03 | 0.0004383 | 0.0424453 | 1.479806e-01 | 0.0043827 | 0.4201870 | log | +| Byrock-5-7-1 | Q1 | 0.4679234 | 1.649567e+00 | 0.5001464 | 0.5023073 | 0.2435744 | 4.053100e-03 | 0.0002627 | 0.0250419 | 4.053086e-01 | 0.0026266 | 0.2504193 | log | +| Byrock-5-7-1 | Q2 | 0.8598803 | 2.417285e+00 | 0.8822850 | 0.8616443 | 0.2033452 | 5.011500e-03 | 0.0002248 | 0.0214034 | 5.011534e-01 | 0.0022477 | 0.2140340 | log | +| Byrock-5-7-1 | Q3 | 0.9360056 | 2.621485e+00 | 0.9639686 | 0.9346296 | 0.2513879 | 6.580500e-03 | 0.0002749 | 0.0275348 | 6.580492e-01 | 0.0027494 | 0.2753477 | log | +| Anglesea-1-1-1 | Q1 | 0.5911563 | 1.861236e+00 | 0.6215967 | 0.5951851 | 0.2519806 | 4.716300e-03 | 0.0002364 | 0.0275754 | 4.716252e-01 | 0.0023644 | 0.2757538 | log | +| Anglesea-1-1-1 | Q2 | 0.5933596 | 1.878449e+00 | 0.6300985 | 0.6449572 | 0.2810262 | 5.360200e-03 | 0.0002881 | 0.0283123 | 5.360164e-01 | 0.0028806 | 0.2831234 | log | +| Anglesea-1-1-1 | Q3 | 0.5893916 | 1.887189e+00 | 0.6351892 | 0.6389456 | 0.2872454 | 5.582400e-03 | 0.0003237 | 0.0277341 | 5.582442e-01 | 0.0032372 | 0.2773407 | log | +| Anglesea-2-2-1 | Q1 | -0.4051920 | 7.114075e-01 | -0.3409553 | -0.4398193 | 0.3727657 | 2.745700e-03 | 0.0004062 | 0.0452938 | 2.745718e-01 | 0.0040620 | 0.4506672 | log | +| Anglesea-2-2-1 | Q2 | -0.3408836 | 7.738815e-01 | -0.2559967 | -0.3926576 | 0.4220596 | 3.351000e-03 | 0.0004196 | 0.0575622 | 3.351022e-01 | 0.0041965 | 0.5756221 | log | +| Anglesea-2-2-1 | Q3 | -0.2972084 | 8.217712e-01 | -0.1968747 | -0.3698595 | 0.4361943 | 3.753900e-03 | 0.0004460 | 0.0802767 | 3.753925e-01 | 0.0044597 | 0.8027666 | log | +| Ardrossa-1-1-1 | Q1 | -2.5869552 | 4.991938e-01 | -0.6996363 | 0.1458645 | 1.9134829 | 2.553260e-02 | 0.0050549 | 0.2149389 | 2.553265e+00 | 0.0505488 | 1.5198477 | log | +| Ardrossa-1-1-1 | Q2 | 0.0159150 | 1.352646e+00 | 0.3010376 | 0.3316545 | 0.7668184 | 1.189060e-02 | 0.0009096 | 0.0995719 | 1.189060e+00 | 0.0090961 | 0.9180072 | log | +| Ardrossa-1-1-1 | Q3 | 0.9006509 | 3.005853e+00 | 1.1013378 | 0.9514020 | 0.6566999 | 2.193620e-02 | 0.0007098 | 0.0925309 | 2.193622e+00 | 0.0070979 | 0.9113233 | log | +| Atherton-3-3-1 | Q2 | -10.6439029 | 4.557833e+87 | 201.8977817 | 205.6045019 | 57.5937861 | 4.557832e+87 | 0.0888410 | 0.1648628 | 4.557832e+89 | 0.8093796 | 1.1059334 | log | +| Atherton-3-3-1 | Q3 | -9.9797138 | 4.368886e+54 | 125.9155915 | 129.3381524 | 37.0515469 | 4.368811e+54 | 0.1056659 | 0.1854108 | 4.368811e+56 | 0.9741917 | 1.3624853 | log | +| Balmoral-1-1-1 | Q1 | -0.5512746 | 1.680260e+00 | 0.5225443 | 0.9101738 | 1.4771256 | 4.414650e-02 | 0.0025812 | 0.1657995 | 4.414654e+00 | 0.0258123 | 1.3159928 | log | +| Balmoral-1-1-1 | Q2 | -0.1092410 | 2.608455e+00 | 0.9579468 | 1.5825067 | 1.4279641 | 6.786540e-02 | 0.0023027 | 0.1374947 | 6.786541e+00 | 0.0230269 | 1.0650297 | log | +| Balmoral-1-1-1 | Q3 | 0.0688629 | 3.460681e+00 | 1.2402698 | 1.7115925 | 1.5424340 | 9.474580e-02 | 0.0028338 | 0.1350850 | 9.474581e+00 | 0.0283383 | 1.1057180 | log | +| Bathurst-1-1-1 | Q1 | -2.7408892 | 9.503118e-01 | -0.0563314 | 1.5026455 | 2.3524593 | 7.386210e-02 | 0.0083963 | 0.1349107 | 7.386213e+00 | 0.0839632 | 0.9728549 | log | +| Bathurst-1-1-1 | Q2 | -0.6304255 | 5.376034e+00 | 1.6740734 | 2.9712790 | 2.1265878 | 3.777551e-01 | 0.0071100 | 0.1327271 | 3.777551e+01 | 0.0710998 | 0.8903607 | log | +| Bathurst-1-1-1 | Q3 | -1.0957071 | 4.829100e+00 | 1.5691695 | 3.8181846 | 2.1824751 | 1.049019e+00 | 0.0212580 | 0.1702563 | 1.049019e+02 | 0.2125803 | 1.2277353 | log | +| Belgrave-1-1-1 | Q1 | -4.6348680 | 2.030590e-02 | -3.8935633 | -3.8486388 | 1.1886963 | 3.550000e-04 | 0.0016389 | 0.1356566 | 3.549780e-02 | 0.0163889 | 1.1903819 | log | +| Belgrave-1-1-1 | Q2 | -2.9659322 | 7.646080e-02 | -2.5725425 | -2.6464437 | 0.8679646 | 7.962000e-04 | 0.0010781 | 0.1174161 | 7.962010e-02 | 0.0107814 | 1.1200778 | log | +| Belgrave-1-1-1 | Q3 | -0.0626820 | 1.612215e+00 | 0.4763947 | 0.6139963 | 1.0504800 | 2.228240e-02 | 0.0012916 | 0.1100875 | 2.228239e+00 | 0.0129163 | 0.9276139 | log | +| Bencubbi-1-1-1 | Q1 | -0.5004514 | 1.897596e+00 | 0.6434081 | 1.4133872 | 1.4943452 | 5.850820e-02 | 0.0029109 | 0.1145763 | 5.850824e+00 | 0.0291087 | 0.8948699 | log | +| Bencubbi-1-1-1 | Q2 | -0.1980142 | 2.389234e+00 | 0.8654046 | 1.2257638 | 1.4664179 | 5.701460e-02 | 0.0025707 | 0.1498947 | 5.701457e+00 | 0.0257071 | 1.1707154 | log | +| Bencubbi-1-1-1 | Q3 | -0.2069766 | 2.543096e+00 | 0.9319334 | 1.4704848 | 1.5452017 | 6.519920e-02 | 0.0025759 | 0.1284219 | 6.519918e+00 | 0.0257589 | 1.0433043 | log | +| Byrock-1-8-1 | Q1 | -0.7637879 | 5.339554e-01 | -0.6272185 | -0.7504748 | 0.5251145 | 3.011100e-03 | 0.0006210 | 0.1243202 | 3.011088e-01 | 0.0062103 | 1.2307070 | log | +| Byrock-1-8-1 | Q2 | -0.1290078 | 9.427828e-01 | -0.0582300 | -0.1700551 | 0.3600274 | 3.579100e-03 | 0.0003766 | 0.0492002 | 3.579133e-01 | 0.0037657 | 0.4920024 | log | +| Byrock-1-8-1 | Q3 | 0.0928126 | 1.201713e+00 | 0.1836693 | 0.1542570 | 0.4410530 | 5.663100e-03 | 0.0004380 | 0.0468881 | 5.663129e-01 | 0.0043804 | 0.4641685 | log | +| Byrock-2-9-1 | Q1 | -0.0473931 | 9.771759e-01 | -0.0231669 | -0.0622361 | 0.2235873 | 2.216600e-03 | 0.0002240 | 0.0225710 | 2.216567e-01 | 0.0022403 | 0.2257095 | log | +| Byrock-2-9-1 | Q2 | 0.2470553 | 1.301195e+00 | 0.2631441 | 0.2253966 | 0.1946618 | 2.514200e-03 | 0.0002071 | 0.0222085 | 2.514243e-01 | 0.0020707 | 0.2220846 | log | +| Byrock-2-9-1 | Q3 | 0.2391911 | 1.309252e+00 | 0.2692101 | 0.2918451 | 0.2394698 | 3.182400e-03 | 0.0002278 | 0.0251346 | 3.182419e-01 | 0.0022782 | 0.2513462 | log | +| Byrock-3-10-1 | Q1 | -4.2290359 | 3.231360e-02 | -3.4319196 | -3.0421504 | 1.2459017 | 5.978000e-04 | 0.0020098 | 0.1113293 | 5.978350e-02 | 0.0200984 | 0.9247706 | log | +| Byrock-3-10-1 | Q2 | -1.9800527 | 1.504480e-01 | -1.8939888 | -2.0635641 | 0.4161620 | 6.698000e-04 | 0.0004962 | 0.0903839 | 6.697800e-02 | 0.0049621 | 0.8901783 | log | +| Byrock-3-10-1 | Q3 | -1.0995312 | 3.563030e-01 | -1.0324189 | -1.0548565 | 0.3744842 | 1.378400e-03 | 0.0003814 | 0.0461859 | 1.378413e-01 | 0.0038142 | 0.4618594 | log | +| Branxton-1-1-1 | Q1 | -3.3129356 | 9.252930e-02 | -2.3779705 | -1.7403422 | 1.3676843 | 1.999700e-03 | 0.0021642 | 0.0925070 | 1.999672e-01 | 0.0216418 | 0.7849483 | log | +| Branxton-1-1-1 | Q2 | -1.9118168 | 3.165866e-01 | -1.1505897 | -0.9265591 | 1.2165982 | 6.382600e-03 | 0.0019230 | 0.1566750 | 6.382641e-01 | 0.0192300 | 1.2919752 | log | +| Branxton-1-1-1 | Q3 | -1.4485575 | 6.111251e-01 | -0.4942461 | -0.0305468 | 1.3924429 | 1.757190e-02 | 0.0030025 | 0.1366464 | 1.757186e+00 | 0.0300254 | 1.1101204 | log | +| Bridport-1-1-1 | Q1 | 0.7394014 | 3.784242e+00 | 1.3286920 | 1.5037430 | 1.0998018 | 5.561400e-02 | 0.0014327 | 0.1101332 | 5.561402e+00 | 0.0143272 | 0.9664145 | log | +| Bridport-1-1-1 | Q2 | 2.2272136 | 3.537056e+03 | 8.0997810 | 11.9968665 | 3.0446010 | 2.899807e+03 | 0.0789166 | 0.1397773 | 2.899807e+05 | 0.7232830 | 0.9883750 | log | +| Bridport-1-1-1 | Q3 | 4.2192574 | 2.633218e+06 | 14.5325851 | 18.3806499 | 4.6582726 | 1.940057e+06 | 0.0913735 | 0.1533715 | 1.940057e+08 | 0.8952742 | 1.1477272 | log | +| Buckland-1-1-1 | Q1 | 1.7767344 | 3.927456e+00 | 1.3693217 | 1.2447152 | 0.8647237 | 3.229190e-02 | 0.0008235 | 0.1029604 | 3.229188e+00 | 0.0082350 | 0.9658544 | square_root | +| Buckland-1-1-1 | Q2 | 5.2968093 | 2.871478e+01 | 3.3574230 | 3.3818545 | 0.8551895 | 9.070880e-02 | 0.0003228 | 0.0316979 | 9.070880e+00 | 0.0032278 | 0.3169793 | square_root | +| Buckland-1-1-1 | Q3 | 14.8646182 | 2.219903e+02 | 5.4026172 | 5.3940275 | 1.0012541 | 2.946223e-01 | 0.0001214 | 0.0125399 | 2.946223e+01 | 0.0012140 | 0.1253993 | square_root | +| Boggabri-1-1-1 | Q1 | -0.6312717 | 2.179186e+00 | 0.7783131 | 1.4093349 | 1.6858973 | 7.554860e-02 | 0.0033520 | 0.1457424 | 7.554864e+00 | 0.0335198 | 1.1475768 | log | +| Boggabri-1-1-1 | Q2 | -0.4110165 | 2.269542e+00 | 0.8117477 | 1.5421003 | 1.5695670 | 6.815330e-02 | 0.0030273 | 0.1164366 | 6.815326e+00 | 0.0302734 | 0.8790770 | log | +| Boggabri-1-1-1 | Q3 | -0.1066361 | 3.839370e+00 | 1.3430391 | 2.0772797 | 1.7369200 | 1.270788e-01 | 0.0033721 | 0.1508789 | 1.270788e+01 | 0.0337207 | 1.1087292 | log | +| Bundeena-1-6-1 | Q1 | -18.2759760 | 1.058281e+38 | 87.5434777 | 91.6352289 | 27.1543850 | 1.058157e+38 | 0.1180697 | 0.1208067 | 1.058157e+40 | 1.1075917 | 0.8627327 | log | +| Bundeena-1-6-1 | Q2 | -7.0994450 | 4.678049e+36 | 84.5687840 | 88.4793744 | 25.6512710 | 4.611844e+36 | 0.0909106 | 0.0905865 | 4.611844e+38 | 0.8381540 | 0.6778874 | log | +| Bundeena-1-6-1 | Q3 | 21.6301200 | 7.455775e+44 | 103.2399415 | 107.3568507 | 23.9704660 | 6.904773e+44 | 0.0922638 | 0.1835384 | 6.904773e+46 | 0.8752909 | 1.2715913 | log | +| Busselto-1-1-1 | Q1 | -0.3186864 | 3.274924e+00 | 1.1789683 | 1.8334637 | 1.7432846 | 1.197538e-01 | 0.0032971 | 0.1939998 | 1.197538e+01 | 0.0329712 | 1.4123399 | log | +| Busselto-1-1-1 | Q2 | 0.9527745 | 1.102466e+01 | 2.3921274 | 3.0676172 | 1.7098979 | 3.841744e-01 | 0.0036391 | 0.1563170 | 3.841744e+01 | 0.0363906 | 1.2208745 | log | +| Busselto-1-1-1 | Q3 | 1.2838208 | 1.870697e+01 | 2.9292531 | 3.7195314 | 1.7932645 | 8.313680e-01 | 0.0040228 | 0.1622056 | 8.313680e+01 | 0.0402278 | 1.2564392 | log | +| Canberra-1-1-1 | Q1 | 6.1746021 | 2.046411e+09 | 21.3929726 | 24.7101583 | 6.2563208 | 9.160564e+08 | 0.0622469 | 0.1385052 | 9.160564e+10 | 0.6193484 | 0.9987756 | log | +| Canberra-1-1-1 | Q2 | 1.7722519 | 1.059188e+02 | 4.6645339 | 6.3137568 | 2.4066179 | 1.022454e+01 | 0.0095414 | 0.1312155 | 1.022454e+03 | 0.0954139 | 0.9462082 | log | +| Canberra-1-1-1 | Q3 | -0.0625496 | 3.017773e+00 | 1.1029858 | 1.7669510 | 1.5066874 | 1.024319e-01 | 0.0031750 | 0.1168808 | 1.024319e+01 | 0.0317501 | 0.9638240 | log | +| Capertee-1-1-1 | Q1 | -2.2521741 | 1.306387e-01 | -2.0363537 | -2.2218650 | 0.6804521 | 9.625000e-04 | 0.0008064 | 0.0983942 | 9.625110e-02 | 0.0080636 | 0.9282486 | log | +| Capertee-1-1-1 | Q2 | 0.3652208 | 1.758047e+00 | 0.5644119 | 0.6476644 | 0.6467762 | 1.272580e-02 | 0.0006995 | 0.0665537 | 1.272578e+00 | 0.0069949 | 0.6452619 | log | +| Capertee-1-1-1 | Q3 | 1.4723831 | 5.864853e+00 | 1.7696020 | 1.8356361 | 0.7772075 | 5.194820e-02 | 0.0009492 | 0.0728053 | 5.194817e+00 | 0.0094923 | 0.6868436 | log | +| Capertee-2-2-1 | Q1 | -2.2521741 | 1.379755e-01 | -1.9797044 | -1.9461724 | 0.7584556 | 1.209000e-03 | 0.0008420 | 0.0968847 | 1.209044e-01 | 0.0084196 | 0.9140082 | log | +| Capertee-2-2-1 | Q2 | 0.3652208 | 1.824620e+00 | 0.6019780 | 0.4987402 | 0.6812773 | 1.390050e-02 | 0.0008131 | 0.0888999 | 1.390046e+00 | 0.0081308 | 0.8386796 | log | +| Capertee-2-2-1 | Q3 | 1.4723831 | 6.033461e+00 | 1.7975465 | 1.7682387 | 0.8020057 | 5.589980e-02 | 0.0010755 | 0.0880266 | 5.589981e+00 | 0.0107547 | 0.8019601 | log | +| Carnarvo-1-1-1 | Q1 | -0.1643253 | 1.534970e+00 | 0.4294830 | 0.4146211 | 1.0735512 | 2.344350e-02 | 0.0015519 | 0.1237721 | 2.344349e+00 | 0.0155189 | 1.0647281 | log | +| Carnarvo-1-1-1 | Q2 | -0.0200811 | 1.730507e+00 | 0.5484780 | 0.5487344 | 1.0600926 | 2.446210e-02 | 0.0015444 | 0.1202178 | 2.446207e+00 | 0.0154437 | 1.0819606 | log | +| Carnarvo-1-1-1 | Q3 | -0.1166450 | 1.731704e+00 | 0.5488134 | 0.5672822 | 1.1437784 | 3.192010e-02 | 0.0017012 | 0.1619285 | 3.192014e+00 | 0.0170124 | 1.3644339 | log | +| Bundeena-1-1-1 | Q1 | -16.9656550 | 3.946876e+37 | 86.4325919 | 90.4049470 | 30.4816690 | 3.899309e+37 | 0.0855456 | 0.1879555 | 3.899309e+39 | 0.7933172 | 1.3422704 | log | +| Bundeena-1-1-1 | Q2 | -7.5044530 | 4.368843e+41 | 95.8256209 | 99.5787990 | 29.4681460 | 4.365005e+41 | 0.1025835 | 0.2138538 | 4.365005e+43 | 0.9457735 | 1.4661081 | log | +| Bundeena-1-1-1 | Q3 | -8.1382290 | 9.256883e+38 | 89.7253037 | 93.6291814 | 28.8041020 | 9.195990e+38 | 0.0915507 | 0.1776220 | 9.195990e+40 | 0.8340665 | 1.3292011 | log | +| Bundeena-2-2-1 | Q1 | -18.1033090 | 8.583436e+33 | 78.0954697 | 81.8087159 | 29.5853370 | 5.588751e+33 | 0.0928168 | 0.1381404 | 5.588751e+35 | 0.9094154 | 1.0056775 | log | +| Bundeena-2-2-1 | Q2 | -8.6168810 | 6.552736e+38 | 89.3113174 | 93.2710353 | 28.3373370 | 6.548871e+38 | 0.0862875 | 0.1344570 | 6.548871e+40 | 0.7861170 | 0.9695831 | log | +| Bundeena-2-2-1 | Q3 | -6.2319110 | 1.166175e+38 | 87.7321957 | 91.6764050 | 27.2307970 | 1.153832e+38 | 0.0851529 | 0.1563016 | 1.153832e+40 | 0.7942531 | 1.0600888 | log | +| Bundeena-3-3-1 | Q1 | -14.4945740 | 7.949429e+35 | 82.6464634 | 86.9479050 | 29.4023210 | 7.946523e+35 | 0.1074131 | 0.1541289 | 7.946523e+37 | 0.9844570 | 1.0678361 | log | +| Bundeena-3-3-1 | Q2 | -7.6408800 | 4.404679e+43 | 100.2786275 | 104.3015447 | 28.5638660 | 4.403259e+43 | 0.1205041 | 0.1501473 | 4.403259e+45 | 1.0845368 | 1.1135218 | log | +| Bundeena-3-3-1 | Q3 | -8.6547620 | 1.775121e+33 | 76.5324965 | 80.2913047 | 27.7604140 | 1.750506e+33 | 0.1057960 | 0.2090808 | 1.750506e+35 | 0.9462684 | 1.4333856 | log | +| Bundeena-4-4-1 | Q1 | -15.8306930 | 2.668818e+36 | 83.6810246 | 87.4647866 | 29.3996980 | 1.935077e+36 | 0.0912538 | 0.1864984 | 1.935077e+38 | 0.8705058 | 1.3187428 | log | +| Bundeena-4-4-1 | Q2 | -8.8310020 | 1.396345e+38 | 87.6396575 | 91.6326259 | 27.7701040 | 1.396198e+38 | 0.1281265 | 0.1773060 | 1.396198e+40 | 1.1315822 | 1.3503224 | log | +| Bundeena-4-4-1 | Q3 | -6.7571090 | 2.789031e+39 | 90.5342677 | 94.7565366 | 29.2073930 | 2.710146e+39 | 0.1377724 | 0.1759149 | 2.710146e+41 | 1.2245476 | 1.1535510 | log | +| Bundeena-5-5-1 | Q1 | -17.9961670 | 5.763669e+41 | 96.1285979 | 100.0717328 | 26.5671470 | 5.763669e+41 | 0.1115182 | 0.1633757 | 5.763669e+43 | 1.0098405 | 1.1436296 | log | +| Bundeena-5-5-1 | Q2 | -8.4336170 | 7.777281e+36 | 84.9638504 | 88.8177357 | 25.7029030 | 7.169822e+36 | 0.0966096 | 0.1517075 | 7.169822e+38 | 0.9011145 | 1.0510604 | log | +| Bundeena-5-5-1 | Q3 | 24.2664430 | 3.812319e+45 | 104.7154780 | 108.6960868 | 24.2664430 | 2.562005e+45 | 0.1030516 | 0.1216312 | 2.562005e+47 | 1.0044231 | 0.8938028 | log | +| Cessnock-1-1-1 | Q2 | -0.7498301 | 1.539739e+00 | 0.4309342 | 0.9794009 | 1.5358640 | 4.157580e-02 | 0.0028843 | 0.1128804 | 4.157577e+00 | 0.0288428 | 0.9170445 | log | +| Cessnock-1-1-1 | Q3 | 0.7817424 | 2.970939e+00 | 1.0886788 | 0.9587166 | 0.7712746 | 2.644400e-02 | 0.0009153 | 0.1065034 | 2.644399e+00 | 0.0091528 | 0.9761202 | log | +| Cassilis-1-1-1 | Q1 | 0.4734463 | 1.502044e+02 | 4.9435608 | 7.4448165 | 3.0770123 | 3.510428e+01 | 0.0245778 | 0.1453873 | 3.510428e+03 | 0.2457777 | 1.1261653 | log | +| Cassilis-1-1-1 | Q2 | 0.0554181 | 1.901870e+00 | 0.6418477 | 0.6783117 | 1.0816172 | 2.709570e-02 | 0.0013769 | 0.1228209 | 2.709565e+00 | 0.0137687 | 1.0847245 | log | +| Cassilis-1-1-1 | Q3 | 0.0910810 | 2.135933e+00 | 0.7592891 | 0.8566626 | 1.1514385 | 3.255350e-02 | 0.0017070 | 0.1236046 | 3.255348e+00 | 0.0170697 | 1.0632869 | log | +| Charlton-1-1-1 | Q1 | 0.9274501 | 3.225008e+00 | 1.1718165 | 1.0130730 | 0.6976524 | 2.578270e-02 | 0.0007216 | 0.0856245 | 2.578275e+00 | 0.0072156 | 0.8212817 | log | +| Charlton-1-1-1 | Q2 | 0.9252982 | 3.081864e+00 | 1.1262994 | 0.9288620 | 0.6280323 | 2.165170e-02 | 0.0007129 | 0.0895170 | 2.165166e+00 | 0.0071287 | 0.8770842 | log | +| Charlton-1-1-1 | Q3 | 2.6287113 | 1.945076e+01 | 2.9678604 | 2.8239622 | 0.8254712 | 1.928994e-01 | 0.0009757 | 0.1034531 | 1.928994e+01 | 0.0097568 | 0.9425030 | log | +| Childers-1-1-1 | Q1 | -5.1510550 | 1.490690e-02 | -4.2064826 | -3.7763344 | 1.3919921 | 3.203000e-04 | 0.0022076 | 0.1310197 | 3.202970e-02 | 0.0220759 | 1.1194325 | log | +| Childers-1-1-1 | Q2 | -5.0682978 | 1.434320e-02 | -4.2485668 | -4.0141022 | 1.2755920 | 2.992000e-04 | 0.0021312 | 0.1346804 | 2.992400e-02 | 0.0213123 | 0.9988165 | log | +| Childers-1-1-1 | Q3 | -5.2657308 | 1.306110e-02 | -4.3402851 | -3.7927497 | 1.3600721 | 3.076000e-04 | 0.0024932 | 0.0938735 | 3.075810e-02 | 0.0249319 | 0.7797722 | log | +| Childers-2-2-1 | Q1 | -2.4720448 | 2.308120e-01 | -1.4652541 | -1.1790315 | 1.4372124 | 5.432000e-03 | 0.0023566 | 0.1644304 | 5.431985e-01 | 0.0235658 | 1.3559275 | log | +| Childers-2-2-1 | Q2 | -1.3971269 | 6.846280e-01 | -0.3809411 | -0.0051028 | 1.4428008 | 1.599720e-02 | 0.0025395 | 0.1385331 | 1.599718e+00 | 0.0253955 | 1.1254479 | log | +| Childers-2-2-1 | Q3 | -1.0963085 | 1.093240e+00 | 0.0805390 | 0.6467151 | 1.5407205 | 3.608590e-02 | 0.0032857 | 0.1370246 | 3.608594e+00 | 0.0328572 | 1.1047275 | log | + +``` r + +back_transformed_se_sims %>% knitr::kable() +``` + +| id_col | SurveyID | fit.aug | fit.back | mean_log10 | mean_log100 | mean_log1000 | se.fit.aug | se.fit.back | se_log10 | se_log100 | se_log1000 | sd.fit.back | sd_log10 | sd_log100 | sd_log1000 | transformation_type | +|:---------------|:---------|------------:|-------------:|------------:|------------:|-------------:|-----------:|-------------:|----------:|----------:|-----------:|-------------:|----------:|----------:|-----------:|:--------------------| +| Bodalla-1-1-1 | Q1 | 1.5851971 | 7.185008e+00 | 1.9733880 | 1.9722517 | 1.9726565 | 0.8723829 | 7.869000e-02 | 0.0018578 | 0.0010706 | 0.0003317 | 7.869001e+00 | 0.0058748 | 0.0107059 | 0.0104899 | log | +| Bodalla-1-1-1 | Q2 | 1.6899319 | 8.287831e+00 | 2.1102078 | 2.1165229 | 2.1148122 | 0.9192349 | 9.219130e-02 | 0.0025001 | 0.0013271 | 0.0003563 | 9.219126e+00 | 0.0079060 | 0.0132710 | 0.0112658 | log | +| Bodalla-1-1-1 | Q3 | 1.8732339 | 1.024943e+01 | 2.3276583 | 2.3262750 | 2.3262808 | 0.9356753 | 1.187250e-01 | 0.0032308 | 0.0011476 | 0.0003708 | 1.187250e+01 | 0.0102168 | 0.0114765 | 0.0117263 | log | +| Brookto-1-1-1 | Q1 | 0.2833457 | 2.378892e+00 | 0.8748914 | 0.8692790 | 0.8665853 | 1.0667770 | 3.388960e-02 | 0.0032541 | 0.0014567 | 0.0004522 | 3.388956e+00 | 0.0102903 | 0.0145667 | 0.0142987 | log | +| Brookto-1-1-1 | Q2 | 1.4072346 | 5.463457e+01 | 3.9905862 | 3.9912650 | 3.9982528 | 2.2815853 | 4.342509e+00 | 0.0270611 | 0.0086129 | 0.0025994 | 4.342509e+02 | 0.0855746 | 0.0861291 | 0.0821997 | log | +| Brookto-1-1-1 | Q3 | 5.7457778 | 3.737325e+07 | 17.4007642 | 17.3613576 | 17.3094175 | 5.2329493 | 2.033511e+07 | 0.1230147 | 0.0604853 | 0.0233215 | 2.033511e+09 | 0.3690440 | 0.5926324 | 0.7233426 | log | +| Broulee-1-1-1 | Q1 | 0.4346053 | 1.922855e+00 | 0.6563099 | 0.6545666 | 0.6536262 | 0.6571400 | 1.404230e-02 | 0.0026348 | 0.0006956 | 0.0002270 | 1.404234e+00 | 0.0083321 | 0.0069558 | 0.0071777 | log | +| Broulee-1-1-1 | Q2 | 0.8406579 | 3.544205e+00 | 1.2657268 | 1.2658842 | 1.2654302 | 0.9118278 | 4.194710e-02 | 0.0044184 | 0.0012324 | 0.0003613 | 4.194713e+00 | 0.0139722 | 0.0123238 | 0.0114255 | log | +| Broulee-1-1-1 | Q3 | 1.0731579 | 4.954993e+00 | 1.6003029 | 1.5985334 | 1.6013263 | 1.0332875 | 6.559410e-02 | 0.0029965 | 0.0013841 | 0.0004163 | 6.559413e+00 | 0.0094756 | 0.0138411 | 0.0131638 | log | +| Candelo-3-3-1 | Q3 | -5.0396807 | 5.591623e+42 | 97.4279735 | 98.2327071 | 98.3322569 | 30.7165827 | 5.214400e+42 | 0.5610033 | 0.1083055 | 0.0322520 | 5.214400e+44 | 1.5867569 | 1.0102064 | 0.9414040 | log | +| Bonalbo-1-1-1 | Q1 | -0.5920938 | 5.513532e+00 | 1.7037070 | 1.7057324 | 1.7085766 | 2.1554785 | 2.863244e-01 | 0.0240591 | 0.0052900 | 0.0016540 | 2.863244e+01 | 0.0760815 | 0.0528996 | 0.0523029 | log | +| Bonalbo-1-1-1 | Q2 | -0.4921883 | 2.593773e+00 | 0.9458451 | 0.9551051 | 0.9525495 | 1.7012812 | 8.935630e-02 | 0.0103184 | 0.0037740 | 0.0011282 | 8.935627e+00 | 0.0326295 | 0.0377403 | 0.0356756 | log | +| Bonalbo-1-1-1 | Q3 | 0.2393517 | 5.393076e+00 | 1.6831350 | 1.6856835 | 1.6834838 | 1.7070275 | 1.824799e-01 | 0.0139745 | 0.0034586 | 0.0010833 | 1.824799e+01 | 0.0441911 | 0.0345860 | 0.0342557 | log | +| Bonalbo-2-2-1 | Q1 | 1.3991986 | 4.320508e+00 | 1.4625546 | 1.4633800 | 1.4633191 | 0.3711310 | 1.654430e-02 | 0.0013566 | 0.0003822 | 0.0001204 | 1.654428e+00 | 0.0042898 | 0.0038223 | 0.0038070 | log | +| Bonalbo-2-2-1 | Q2 | 2.1020093 | 8.612225e+00 | 2.1544674 | 2.1528747 | 2.1531766 | 0.3295377 | 2.916330e-02 | 0.0013398 | 0.0003112 | 0.0001067 | 2.916326e+00 | 0.0042370 | 0.0031120 | 0.0033746 | log | +| Bonalbo-2-2-1 | Q3 | 1.7446511 | 6.024808e+00 | 1.7967081 | 1.7960356 | 1.7958434 | 0.3250398 | 2.007390e-02 | 0.0008927 | 0.0003414 | 0.0001045 | 2.007387e+00 | 0.0028230 | 0.0034142 | 0.0033031 | log | +| Carcoar-1-1-1 | Q1 | -0.6956728 | 1.495947e+00 | 0.3988729 | 0.4004105 | 0.4023240 | 1.4810843 | 4.103320e-02 | 0.0084664 | 0.0025957 | 0.0008387 | 4.103317e+00 | 0.0267730 | 0.0259567 | 0.0265220 | log | +| Carcoar-1-1-1 | Q2 | -0.0766375 | 2.244615e+00 | 0.8052527 | 0.8031257 | 0.8079339 | 1.3375462 | 4.671930e-02 | 0.0059910 | 0.0022069 | 0.0006526 | 4.671929e+00 | 0.0189452 | 0.0220685 | 0.0206363 | log | +| Carcoar-1-1-1 | Q3 | 0.1020235 | 2.786652e+00 | 1.0253906 | 1.0236704 | 1.0245412 | 1.3688037 | 6.071730e-02 | 0.0058701 | 0.0021008 | 0.0006880 | 6.071730e+00 | 0.0185629 | 0.0210076 | 0.0217579 | log | +| Carnama-1-1-1 | Q1 | -4.5723153 | 1.829180e-02 | -4.0071739 | -4.0019274 | -4.0013037 | 1.0822138 | 2.748000e-04 | 0.0043236 | 0.0014607 | 0.0004780 | 2.747510e-02 | 0.0136723 | 0.0146066 | 0.0151165 | log | +| Carnama-1-1-1 | Q2 | -4.9098889 | 1.547440e-02 | -4.1700794 | -4.1709369 | -4.1692094 | 1.2475369 | 2.705000e-04 | 0.0028947 | 0.0016916 | 0.0005322 | 2.704600e-02 | 0.0091539 | 0.0169159 | 0.0168290 | log | +| Carnama-1-1-1 | Q3 | -4.2049548 | 2.495010e-02 | -3.6878840 | -3.6890901 | -3.6905169 | 1.0205378 | 3.298000e-04 | 0.0037004 | 0.0012193 | 0.0004068 | 3.297980e-02 | 0.0117016 | 0.0121932 | 0.0128654 | log | +| Aberdeen-1-1-1 | Q1 | -1.0337667 | 2.731342e+00 | 1.0180878 | 1.0054302 | 1.0040164 | 2.0488307 | 1.245104e-01 | 0.0131700 | 0.0047186 | 0.0013907 | 1.245104e+01 | 0.0416473 | 0.0471860 | 0.0439771 | log | +| Aberdeen-1-1-1 | Q2 | -1.9528873 | 9.036609e-01 | -0.0904347 | -0.1014839 | -0.1014761 | 1.9726538 | 3.616690e-02 | 0.0086121 | 0.0039357 | 0.0012322 | 3.616695e+00 | 0.0272339 | 0.0393565 | 0.0389647 | log | +| Aberdeen-1-1-1 | Q3 | -1.9314743 | 1.377315e+00 | 0.2716598 | 0.3007965 | 0.3199726 | 2.1221178 | 1.080870e-01 | 0.0227639 | 0.0079063 | 0.0024461 | 1.080870e+01 | 0.0719856 | 0.0790634 | 0.0773526 | log | +| Andamook-1-1-1 | Q1 | -1.8745206 | 3.257053e-01 | -1.1274499 | -1.1208716 | -1.1219546 | 1.2174532 | 6.611800e-03 | 0.0047967 | 0.0019382 | 0.0006441 | 6.611843e-01 | 0.0151685 | 0.0193822 | 0.0203678 | log | +| Andamook-1-1-1 | Q2 | -1.2400476 | 5.354131e-01 | -0.6249293 | -0.6243765 | -0.6236825 | 1.1344629 | 8.036300e-03 | 0.0027113 | 0.0016074 | 0.0004680 | 8.036349e-01 | 0.0085739 | 0.0160736 | 0.0148010 | log | +| Andamook-1-1-1 | Q3 | -0.9914583 | 8.059816e-01 | -0.2141447 | -0.2125718 | -0.2162576 | 1.2697775 | 1.479920e-02 | 0.0032572 | 0.0017366 | 0.0005914 | 1.479918e+00 | 0.0103002 | 0.0173661 | 0.0187021 | log | +| Andamook-2-2-1 | Q1 | -0.9079854 | 1.222733e+00 | 0.1970763 | 0.1963161 | 0.2005904 | 1.4972319 | 3.374580e-02 | 0.0070343 | 0.0025586 | 0.0008516 | 3.374585e+00 | 0.0222444 | 0.0255862 | 0.0269288 | log | +| Andamook-2-2-1 | Q2 | -0.8257150 | 1.299997e+00 | 0.2653649 | 0.2623480 | 0.2630624 | 1.4583591 | 3.983490e-02 | 0.0107349 | 0.0031772 | 0.0009558 | 3.983486e+00 | 0.0339467 | 0.0317720 | 0.0302242 | log | +| Andamook-2-2-1 | Q3 | -0.7810521 | 1.518448e+00 | 0.4237552 | 0.4194030 | 0.4166796 | 1.5396697 | 5.490480e-02 | 0.0090786 | 0.0037664 | 0.0011911 | 5.490479e+00 | 0.0287091 | 0.0376638 | 0.0376648 | log | +| Andamook-3-3-1 | Q1 | -1.7073391 | 3.700303e-01 | -0.9901506 | -0.9921247 | -0.9945590 | 1.1915106 | 7.246300e-03 | 0.0075573 | 0.0021687 | 0.0006091 | 7.246338e-01 | 0.0238984 | 0.0216874 | 0.0192617 | log | +| Andamook-3-3-1 | Q2 | -1.3400380 | 4.811287e-01 | -0.7271849 | -0.7340506 | -0.7320331 | 1.0989661 | 7.237800e-03 | 0.0037037 | 0.0014597 | 0.0004866 | 7.237802e-01 | 0.0117120 | 0.0145974 | 0.0153892 | log | +| Andamook-3-3-1 | Q3 | -1.2409555 | 6.302212e-01 | -0.4615056 | -0.4647444 | -0.4600229 | 1.2584827 | 1.206480e-02 | 0.0038988 | 0.0020504 | 0.0006038 | 1.206475e+00 | 0.0123291 | 0.0205039 | 0.0190925 | log | +| Andamook-4-4-1 | Q1 | -0.9137866 | 1.373214e+00 | 0.3179418 | 0.3169087 | 0.3167673 | 1.5831958 | 3.798740e-02 | 0.0100324 | 0.0027727 | 0.0008668 | 3.798740e+00 | 0.0317251 | 0.0277270 | 0.0274094 | log | +| Andamook-4-4-1 | Q2 | -1.0411564 | 1.068675e+00 | 0.0612907 | 0.0581042 | 0.0662793 | 1.4818142 | 2.739870e-02 | 0.0071849 | 0.0024496 | 0.0008094 | 2.739869e+00 | 0.0227205 | 0.0244956 | 0.0255955 | log | +| Andamook-4-4-1 | Q3 | -0.8395543 | 1.417260e+00 | 0.3463452 | 0.3474124 | 0.3471567 | 1.5402167 | 3.847230e-02 | 0.0078085 | 0.0024181 | 0.0008947 | 3.847231e+00 | 0.0246927 | 0.0241805 | 0.0282927 | log | +| Byrock-1-3-1 | Q1 | 0.4342374 | 1.586399e+00 | 0.4607206 | 0.4612985 | 0.4614783 | 0.2291645 | 3.657000e-03 | 0.0005864 | 0.0002191 | 0.0000761 | 3.656989e-01 | 0.0018542 | 0.0021913 | 0.0024079 | log | +| Byrock-1-3-1 | Q2 | 0.7748944 | 2.214975e+00 | 0.7950401 | 0.7954827 | 0.7952520 | 0.1922032 | 4.276000e-03 | 0.0008902 | 0.0001897 | 0.0000633 | 4.276019e-01 | 0.0028149 | 0.0018973 | 0.0020010 | log | +| Byrock-1-3-1 | Q3 | 0.8961638 | 2.515504e+00 | 0.9228555 | 0.9226222 | 0.9224413 | 0.2451779 | 6.291400e-03 | 0.0006738 | 0.0002741 | 0.0000791 | 6.291434e-01 | 0.0021308 | 0.0027411 | 0.0025029 | log | +| Byrock-2-4-1 | Q1 | -0.7678207 | 5.271333e-01 | -0.6459536 | -0.6413038 | -0.6406231 | 0.5123291 | 2.876500e-03 | 0.0014841 | 0.0005540 | 0.0001759 | 2.876510e-01 | 0.0046932 | 0.0055400 | 0.0055636 | log | +| Byrock-2-4-1 | Q2 | -0.1892172 | 8.859478e-01 | -0.1205814 | -0.1205320 | -0.1209268 | 0.3635388 | 3.324400e-03 | 0.0016896 | 0.0004036 | 0.0001160 | 3.324405e-01 | 0.0053430 | 0.0040360 | 0.0036684 | log | +| Byrock-2-4-1 | Q3 | 0.0167582 | 1.126536e+00 | 0.1192781 | 0.1190228 | 0.1191765 | 0.4670077 | 5.577500e-03 | 0.0012795 | 0.0004630 | 0.0001559 | 5.577539e-01 | 0.0040461 | 0.0046298 | 0.0049289 | log | +| Byrock-3-5-1 | Q1 | 0.0240440 | 1.038290e+00 | 0.0380394 | 0.0374845 | 0.0375565 | 0.1798642 | 1.897200e-03 | 0.0006283 | 0.0001939 | 0.0000553 | 1.897248e-01 | 0.0019869 | 0.0019394 | 0.0017475 | log | +| Byrock-3-5-1 | Q2 | 0.1445468 | 1.171557e+00 | 0.1585063 | 0.1581416 | 0.1583305 | 0.1761260 | 2.075100e-03 | 0.0007020 | 0.0001739 | 0.0000552 | 2.075091e-01 | 0.0022200 | 0.0017389 | 0.0017464 | log | +| Byrock-3-5-1 | Q3 | 0.1874443 | 1.232098e+00 | 0.2084893 | 0.2086452 | 0.2087628 | 0.2227839 | 2.762000e-03 | 0.0006707 | 0.0002360 | 0.0000698 | 2.761985e-01 | 0.0021210 | 0.0023603 | 0.0022065 | log | +| Byrock-4-6-1 | Q1 | -3.8898161 | 3.634020e-02 | -3.3136989 | -3.3136083 | -3.3143291 | 1.0641897 | 5.316000e-04 | 0.0041887 | 0.0014350 | 0.0004605 | 5.316060e-02 | 0.0132457 | 0.0143502 | 0.0145625 | log | +| Byrock-4-6-1 | Q2 | -1.8690307 | 1.644894e-01 | -1.8063437 | -1.8048585 | -1.8047283 | 0.3537047 | 6.091000e-04 | 0.0007881 | 0.0003853 | 0.0001135 | 6.091430e-02 | 0.0024923 | 0.0038533 | 0.0035884 | log | +| Byrock-4-6-1 | Q3 | -1.1496573 | 3.437087e-01 | -1.0682330 | -1.0674644 | -1.0677542 | 0.4138680 | 1.479800e-03 | 0.0017351 | 0.0004313 | 0.0001352 | 1.479806e-01 | 0.0054868 | 0.0043130 | 0.0042764 | log | +| Byrock-5-7-1 | Q1 | 0.4679234 | 1.649567e+00 | 0.5010328 | 0.5006894 | 0.5006408 | 0.2435744 | 4.053100e-03 | 0.0004177 | 0.0002222 | 0.0000796 | 4.053086e-01 | 0.0013209 | 0.0022218 | 0.0025184 | log | +| Byrock-5-7-1 | Q2 | 0.8598803 | 2.417285e+00 | 0.8829199 | 0.8825700 | 0.8826909 | 0.2033452 | 5.011500e-03 | 0.0005914 | 0.0002091 | 0.0000650 | 5.011534e-01 | 0.0018701 | 0.0020909 | 0.0020560 | log | +| Byrock-5-7-1 | Q3 | 0.9360056 | 2.621485e+00 | 0.9639866 | 0.9635096 | 0.9638049 | 0.2513879 | 6.580500e-03 | 0.0009887 | 0.0002549 | 0.0000797 | 6.580492e-01 | 0.0031266 | 0.0025488 | 0.0025194 | log | +| Anglesea-1-1-1 | Q1 | 0.5911563 | 1.861236e+00 | 0.6218111 | 0.6218665 | 0.6212130 | 0.2519806 | 4.716300e-03 | 0.0008888 | 0.0002305 | 0.0000780 | 4.716252e-01 | 0.0028107 | 0.0023050 | 0.0024677 | log | +| Anglesea-1-1-1 | Q2 | 0.5933596 | 1.878449e+00 | 0.6294109 | 0.6303626 | 0.6306630 | 0.2810262 | 5.360200e-03 | 0.0009486 | 0.0002986 | 0.0000919 | 5.360164e-01 | 0.0029997 | 0.0029860 | 0.0029072 | log | +| Anglesea-1-1-1 | Q3 | 0.5893916 | 1.887189e+00 | 0.6349429 | 0.6347246 | 0.6351022 | 0.2872454 | 5.582400e-03 | 0.0008434 | 0.0003040 | 0.0000885 | 5.582442e-01 | 0.0026670 | 0.0030399 | 0.0027984 | log | +| Anglesea-2-2-1 | Q1 | -0.4051920 | 7.114075e-01 | -0.3411242 | -0.3403519 | -0.3404324 | 0.3727657 | 2.745700e-03 | 0.0014665 | 0.0003417 | 0.0001200 | 2.745718e-01 | 0.0046374 | 0.0034173 | 0.0037939 | log | +| Anglesea-2-2-1 | Q2 | -0.3408836 | 7.738815e-01 | -0.2541534 | -0.2562730 | -0.2564487 | 0.4220596 | 3.351000e-03 | 0.0010384 | 0.0004146 | 0.0001352 | 3.351022e-01 | 0.0032837 | 0.0041458 | 0.0042743 | log | +| Anglesea-2-2-1 | Q3 | -0.2972084 | 8.217712e-01 | -0.1973849 | -0.1963354 | -0.1962625 | 0.4361943 | 3.753900e-03 | 0.0013547 | 0.0004921 | 0.0001451 | 3.753925e-01 | 0.0042839 | 0.0049209 | 0.0045885 | log | +| Ardrossa-1-1-1 | Q1 | -2.5869552 | 4.991938e-01 | -0.7140268 | -0.6953344 | -0.6960636 | 1.9134829 | 2.553260e-02 | 0.0105153 | 0.0056094 | 0.0016186 | 2.553265e+00 | 0.0332524 | 0.0560942 | 0.0511838 | log | +| Ardrossa-1-1-1 | Q2 | 0.0159150 | 1.352646e+00 | 0.3031659 | 0.3011524 | 0.3018933 | 0.7668184 | 1.189060e-02 | 0.0031772 | 0.0008900 | 0.0002727 | 1.189060e+00 | 0.0100472 | 0.0089002 | 0.0086236 | log | +| Ardrossa-1-1-1 | Q3 | 0.9006509 | 3.005853e+00 | 1.0988288 | 1.1005083 | 1.1006023 | 0.6566999 | 2.193620e-02 | 0.0023038 | 0.0008556 | 0.0002287 | 2.193622e+00 | 0.0072852 | 0.0085560 | 0.0072323 | log | +| Atherton-3-3-1 | Q2 | -10.6439029 | 4.557833e+87 | 201.7729164 | 201.8170610 | 201.8155634 | 57.5937861 | 4.557832e+87 | 0.2034884 | 0.1041543 | 0.0312258 | 4.557832e+89 | 0.6434869 | 0.9545896 | 0.9071618 | log | +| Atherton-3-3-1 | Q3 | -9.9797138 | 4.368886e+54 | 125.7889354 | 125.5982603 | 125.8217522 | 37.0515469 | 4.368811e+54 | 0.2339242 | 0.1061095 | 0.0294567 | 4.368811e+56 | 0.6616374 | 0.9667036 | 0.8638410 | log | +| Balmoral-1-1-1 | Q1 | -0.5512746 | 1.680260e+00 | 0.5155364 | 0.5178745 | 0.5182749 | 1.4771256 | 4.414650e-02 | 0.0097109 | 0.0026563 | 0.0007898 | 4.414654e+00 | 0.0307086 | 0.0265631 | 0.0249769 | log | +| Balmoral-1-1-1 | Q2 | -0.1092410 | 2.608455e+00 | 0.9621922 | 0.9606017 | 0.9582475 | 1.4279641 | 6.786540e-02 | 0.0082064 | 0.0025446 | 0.0008088 | 6.786541e+00 | 0.0259511 | 0.0254464 | 0.0255753 | log | +| Balmoral-1-1-1 | Q3 | 0.0688629 | 3.460681e+00 | 1.2265658 | 1.2362819 | 1.2412598 | 1.5424340 | 9.474580e-02 | 0.0098581 | 0.0029952 | 0.0008699 | 9.474581e+00 | 0.0311741 | 0.0299523 | 0.0275084 | log | +| Bathurst-1-1-1 | Q1 | -2.7408892 | 9.503118e-01 | -0.0684815 | -0.0570923 | -0.0512067 | 2.3524593 | 7.386210e-02 | 0.0296186 | 0.0068353 | 0.0024338 | 7.386213e+00 | 0.0936623 | 0.0683530 | 0.0769631 | log | +| Bathurst-1-1-1 | Q2 | -0.6304255 | 5.376034e+00 | 1.6569457 | 1.6774215 | 1.6815569 | 2.1265878 | 3.777551e-01 | 0.0250772 | 0.0072086 | 0.0022220 | 3.777551e+01 | 0.0793011 | 0.0720861 | 0.0702659 | log | +| Bathurst-1-1-1 | Q3 | -1.0957071 | 4.829100e+00 | 1.6369564 | 1.5626185 | 1.5373137 | 2.1824751 | 1.049019e+00 | 0.0525226 | 0.0208460 | 0.0075708 | 1.049019e+02 | 0.1660909 | 0.2084597 | 0.2394106 | log | +| Belgrave-1-1-1 | Q1 | -4.6348680 | 2.030590e-02 | -3.8880279 | -3.8967735 | -3.8975729 | 1.1886963 | 3.550000e-04 | 0.0052757 | 0.0017636 | 0.0005555 | 3.549780e-02 | 0.0166832 | 0.0176360 | 0.0175675 | log | +| Belgrave-1-1-1 | Q2 | -2.9659322 | 7.646080e-02 | -2.5691093 | -2.5703633 | -2.5718323 | 0.8679646 | 7.962000e-04 | 0.0035472 | 0.0010719 | 0.0003335 | 7.962010e-02 | 0.0112173 | 0.0107190 | 0.0105461 | log | +| Belgrave-1-1-1 | Q3 | -0.0626820 | 1.612215e+00 | 0.4755387 | 0.4755031 | 0.4772745 | 1.0504800 | 2.228240e-02 | 0.0066563 | 0.0013969 | 0.0004178 | 2.228239e+00 | 0.0210492 | 0.0139685 | 0.0132113 | log | +| Bencubbi-1-1-1 | Q1 | -0.5004514 | 1.897596e+00 | 0.6338219 | 0.6403028 | 0.6414150 | 1.4943452 | 5.850820e-02 | 0.0091748 | 0.0028979 | 0.0009274 | 5.850824e+00 | 0.0290133 | 0.0289787 | 0.0293264 | log | +| Bencubbi-1-1-1 | Q2 | -0.1980142 | 2.389234e+00 | 0.8779251 | 0.8703844 | 0.8726388 | 1.4664179 | 5.701460e-02 | 0.0040254 | 0.0023529 | 0.0007413 | 5.701457e+00 | 0.0127293 | 0.0235294 | 0.0234419 | log | +| Bencubbi-1-1-1 | Q3 | -0.2069766 | 2.543096e+00 | 0.9393528 | 0.9309794 | 0.9331235 | 1.5452017 | 6.519920e-02 | 0.0084933 | 0.0026798 | 0.0008132 | 6.519918e+00 | 0.0268582 | 0.0267979 | 0.0257144 | log | +| Byrock-1-8-1 | Q1 | -0.7637879 | 5.339554e-01 | -0.6245430 | -0.6275538 | -0.6273391 | 0.5251145 | 3.011100e-03 | 0.0012701 | 0.0007017 | 0.0001799 | 3.011088e-01 | 0.0040163 | 0.0070167 | 0.0056884 | log | +| Byrock-1-8-1 | Q2 | -0.1290078 | 9.427828e-01 | -0.0589312 | -0.0589203 | -0.0591065 | 0.3600274 | 3.579100e-03 | 0.0011985 | 0.0003467 | 0.0001200 | 3.579133e-01 | 0.0037900 | 0.0034672 | 0.0037948 | log | +| Byrock-1-8-1 | Q3 | 0.0928126 | 1.201713e+00 | 0.1850582 | 0.1834944 | 0.1836448 | 0.4410530 | 5.663100e-03 | 0.0014521 | 0.0004488 | 0.0001434 | 5.663129e-01 | 0.0045919 | 0.0044877 | 0.0045353 | log | +| Byrock-2-9-1 | Q1 | -0.0473931 | 9.771759e-01 | -0.0221052 | -0.0226589 | -0.0230434 | 0.2235873 | 2.216600e-03 | 0.0007356 | 0.0002266 | 0.0000703 | 2.216567e-01 | 0.0023261 | 0.0022658 | 0.0022228 | log | +| Byrock-2-9-1 | Q2 | 0.2470553 | 1.301195e+00 | 0.2638364 | 0.2633695 | 0.2632022 | 0.1946618 | 2.514200e-03 | 0.0005496 | 0.0001736 | 0.0000590 | 2.514243e-01 | 0.0017379 | 0.0017361 | 0.0018672 | log | +| Byrock-2-9-1 | Q3 | 0.2391911 | 1.309252e+00 | 0.2699722 | 0.2691794 | 0.2694613 | 0.2394698 | 3.182400e-03 | 0.0004379 | 0.0002208 | 0.0000769 | 3.182419e-01 | 0.0013846 | 0.0022082 | 0.0024333 | log | +| Byrock-3-10-1 | Q1 | -4.2290359 | 3.231360e-02 | -3.4341305 | -3.4340560 | -3.4321279 | 1.2459017 | 5.978000e-04 | 0.0062616 | 0.0016664 | 0.0005831 | 5.978350e-02 | 0.0198010 | 0.0166636 | 0.0184389 | log | +| Byrock-3-10-1 | Q2 | -1.9800527 | 1.504480e-01 | -1.8921035 | -1.8936098 | -1.8937622 | 0.4161620 | 6.698000e-04 | 0.0010816 | 0.0003584 | 0.0001432 | 6.697800e-02 | 0.0034203 | 0.0035843 | 0.0045295 | log | +| Byrock-3-10-1 | Q3 | -1.0995312 | 3.563030e-01 | -1.0320912 | -1.0317891 | -1.0320937 | 0.3744842 | 1.378400e-03 | 0.0010162 | 0.0003711 | 0.0001261 | 1.378413e-01 | 0.0032135 | 0.0037108 | 0.0039866 | log | +| Branxton-1-1-1 | Q1 | -3.3129356 | 9.252930e-02 | -2.3869450 | -2.3836143 | -2.3806788 | 1.3676843 | 1.999700e-03 | 0.0062874 | 0.0020755 | 0.0007071 | 1.999672e-01 | 0.0198825 | 0.0207553 | 0.0223616 | log | +| Branxton-1-1-1 | Q2 | -1.9118168 | 3.165866e-01 | -1.1540197 | -1.1510171 | -1.1507286 | 1.2165982 | 6.382600e-03 | 0.0066788 | 0.0020342 | 0.0006298 | 6.382641e-01 | 0.0211202 | 0.0203420 | 0.0199156 | log | +| Branxton-1-1-1 | Q3 | -1.4485575 | 6.111251e-01 | -0.4849304 | -0.4938189 | -0.4926781 | 1.3924429 | 1.757190e-02 | 0.0099362 | 0.0029599 | 0.0009168 | 1.757186e+00 | 0.0314211 | 0.0295990 | 0.0289922 | log | +| Bridport-1-1-1 | Q1 | 0.7394014 | 3.784242e+00 | 1.3396415 | 1.3294000 | 1.3307375 | 1.0998018 | 5.561400e-02 | 0.0046169 | 0.0015400 | 0.0004602 | 5.561402e+00 | 0.0145999 | 0.0154000 | 0.0145540 | log | +| Bridport-1-1-1 | Q2 | 2.2272136 | 3.537056e+03 | 8.6134058 | 8.2144434 | 8.0261948 | 3.0446010 | 2.899807e+03 | 0.1502917 | 0.0676623 | 0.0317348 | 2.899807e+05 | 0.4752642 | 0.6238158 | 0.9403365 | log | +| Bridport-1-1-1 | Q3 | 4.2192574 | 2.633218e+06 | 14.5384655 | 14.7098083 | 14.6685409 | 4.6582726 | 1.940057e+06 | 0.2988219 | 0.0833353 | 0.0254283 | 1.940057e+08 | 0.8964658 | 0.7949681 | 0.7746260 | log | +| Buckland-1-1-1 | Q1 | 1.7767344 | 3.927456e+00 | 1.3662363 | 1.3676382 | 1.3675498 | 0.8647237 | 3.229190e-02 | 0.0019258 | 0.0008592 | 0.0002628 | 3.229188e+00 | 0.0060900 | 0.0085916 | 0.0083104 | square_root | +| Buckland-1-1-1 | Q2 | 5.2968093 | 2.871478e+01 | 3.3587474 | 3.3572432 | 3.3573289 | 0.8551895 | 9.070880e-02 | 0.0007671 | 0.0003264 | 0.0000958 | 9.070880e+00 | 0.0024256 | 0.0032642 | 0.0030304 | square_root | +| Buckland-1-1-1 | Q3 | 14.8646182 | 2.219903e+02 | 5.4028358 | 5.4026622 | 5.4025693 | 1.0012541 | 2.946223e-01 | 0.0003281 | 0.0001367 | 0.0000408 | 2.946223e+01 | 0.0010376 | 0.0013669 | 0.0012912 | square_root | +| Boggabri-1-1-1 | Q1 | -0.6312717 | 2.179186e+00 | 0.7849200 | 0.7792085 | 0.7765822 | 1.6858973 | 7.554860e-02 | 0.0099964 | 0.0037479 | 0.0010837 | 7.554864e+00 | 0.0316112 | 0.0374786 | 0.0342692 | log | +| Boggabri-1-1-1 | Q2 | -0.4110165 | 2.269542e+00 | 0.8129896 | 0.8269706 | 0.8196780 | 1.5695670 | 6.815330e-02 | 0.0095228 | 0.0026999 | 0.0009673 | 6.815326e+00 | 0.0301138 | 0.0269992 | 0.0305899 | log | +| Boggabri-1-1-1 | Q3 | -0.1066361 | 3.839370e+00 | 1.3186445 | 1.3443750 | 1.3450019 | 1.7369200 | 1.270788e-01 | 0.0066025 | 0.0031959 | 0.0010198 | 1.270788e+01 | 0.0208788 | 0.0319591 | 0.0322497 | log | +| Bundeena-1-6-1 | Q1 | -18.2759760 | 1.058281e+38 | 87.8104577 | 87.5792721 | 87.5075772 | 27.1543850 | 1.058157e+38 | 0.1954918 | 0.0870115 | 0.0317686 | 1.058157e+40 | 0.5529344 | 0.8208649 | 0.9262044 | log | +| Bundeena-1-6-1 | Q2 | -7.0994450 | 4.678049e+36 | 84.3085285 | 84.3306865 | 84.3936804 | 25.6512710 | 4.611844e+36 | 0.2372809 | 0.1135178 | 0.0309105 | 4.611844e+38 | 0.7118427 | 1.0089679 | 0.9038344 | log | +| Bundeena-1-6-1 | Q3 | 21.6301200 | 7.455775e+44 | 103.0159159 | 103.1827729 | 103.2496030 | 23.9704660 | 6.904773e+44 | 0.3035637 | 0.1082046 | 0.0321308 | 6.904773e+46 | 0.8586079 | 0.9975974 | 0.9444491 | log | +| Busselto-1-1-1 | Q1 | -0.3186864 | 3.274924e+00 | 1.1895129 | 1.1833341 | 1.1850949 | 1.7432846 | 1.197538e-01 | 0.0126798 | 0.0033043 | 0.0011766 | 1.197538e+01 | 0.0400970 | 0.0330428 | 0.0372067 | log | +| Busselto-1-1-1 | Q2 | 0.9527745 | 1.102466e+01 | 2.4031361 | 2.3971544 | 2.3988625 | 1.7098979 | 3.841744e-01 | 0.0103098 | 0.0033227 | 0.0010880 | 3.841744e+01 | 0.0326023 | 0.0332268 | 0.0344041 | log | +| Busselto-1-1-1 | Q3 | 1.2838208 | 1.870697e+01 | 2.9191325 | 2.9246587 | 2.9270601 | 1.7932645 | 8.313680e-01 | 0.0111525 | 0.0048091 | 0.0013857 | 8.313680e+01 | 0.0352672 | 0.0480915 | 0.0438198 | log | +| Canberra-1-1-1 | Q1 | 6.1746021 | 2.046411e+09 | 21.5595886 | 21.2923349 | 21.3104323 | 6.2563208 | 9.160564e+08 | 0.1451133 | 0.0565289 | 0.0187593 | 9.160564e+10 | 0.4588886 | 0.5624554 | 0.5887548 | log | +| Canberra-1-1-1 | Q2 | 1.7722519 | 1.059188e+02 | 4.6177525 | 4.6643944 | 4.6567607 | 2.4066179 | 1.022454e+01 | 0.0385685 | 0.0095053 | 0.0031120 | 1.022454e+03 | 0.1219644 | 0.0950528 | 0.0984105 | log | +| Canberra-1-1-1 | Q3 | -0.0625496 | 3.017773e+00 | 1.1198810 | 1.1049085 | 1.1025434 | 1.5066874 | 1.024319e-01 | 0.0085559 | 0.0033111 | 0.0010749 | 1.024319e+01 | 0.0270560 | 0.0331113 | 0.0339917 | log | +| Capertee-1-1-1 | Q1 | -2.2521741 | 1.306387e-01 | -2.0353247 | -2.0363502 | -2.0353400 | 0.6804521 | 9.625000e-04 | 0.0024633 | 0.0006870 | 0.0002360 | 9.625110e-02 | 0.0077897 | 0.0068701 | 0.0074624 | log | +| Capertee-1-1-1 | Q2 | 0.3652208 | 1.758047e+00 | 0.5609557 | 0.5632635 | 0.5643785 | 0.6467762 | 1.272580e-02 | 0.0029072 | 0.0006740 | 0.0002274 | 1.272578e+00 | 0.0091935 | 0.0067396 | 0.0071907 | log | +| Capertee-1-1-1 | Q3 | 1.4723831 | 5.864853e+00 | 1.7710220 | 1.7687992 | 1.7688055 | 0.7772075 | 5.194820e-02 | 0.0039106 | 0.0008830 | 0.0002829 | 5.194817e+00 | 0.0123664 | 0.0088296 | 0.0089471 | log | +| Capertee-2-2-1 | Q1 | -2.2521741 | 1.379755e-01 | -1.9831849 | -1.9789577 | -1.9807075 | 0.7584556 | 1.209000e-03 | 0.0026735 | 0.0008524 | 0.0002768 | 1.209044e-01 | 0.0084542 | 0.0085239 | 0.0087534 | log | +| Capertee-2-2-1 | Q2 | 0.3652208 | 1.824620e+00 | 0.6018061 | 0.6016054 | 0.6012090 | 0.6812773 | 1.390050e-02 | 0.0038384 | 0.0007483 | 0.0002449 | 1.390046e+00 | 0.0121381 | 0.0074835 | 0.0077441 | log | +| Capertee-2-2-1 | Q3 | 1.4723831 | 6.033461e+00 | 1.7958566 | 1.7959533 | 1.7967354 | 0.8020057 | 5.589980e-02 | 0.0021933 | 0.0009714 | 0.0002961 | 5.589981e+00 | 0.0069358 | 0.0097141 | 0.0093636 | log | +| Carnarvo-1-1-1 | Q1 | -0.1643253 | 1.534970e+00 | 0.4350917 | 0.4286221 | 0.4280667 | 1.0735512 | 2.344350e-02 | 0.0043585 | 0.0014296 | 0.0004805 | 2.344349e+00 | 0.0137829 | 0.0142961 | 0.0151948 | log | +| Carnarvo-1-1-1 | Q2 | -0.0200811 | 1.730507e+00 | 0.5447611 | 0.5492046 | 0.5474745 | 1.0600926 | 2.446210e-02 | 0.0051315 | 0.0013409 | 0.0004552 | 2.446207e+00 | 0.0162272 | 0.0134089 | 0.0143960 | log | +| Carnarvo-1-1-1 | Q3 | -0.1166450 | 1.731704e+00 | 0.5518221 | 0.5491391 | 0.5491499 | 1.1437784 | 3.192010e-02 | 0.0039427 | 0.0016148 | 0.0005819 | 3.192014e+00 | 0.0124678 | 0.0161478 | 0.0184027 | log | +| Bundeena-1-1-1 | Q1 | -16.9656550 | 3.946876e+37 | 86.6045970 | 86.6228932 | 86.5086243 | 30.4816690 | 3.899309e+37 | 0.2748576 | 0.0892391 | 0.0332572 | 3.899309e+39 | 0.8245727 | 0.8275691 | 0.9621635 | log | +| Bundeena-1-1-1 | Q2 | -7.5044530 | 4.368843e+41 | 96.1925223 | 95.8448492 | 95.8212234 | 29.4681460 | 4.365005e+41 | 0.1866241 | 0.1021748 | 0.0324065 | 4.365005e+43 | 0.5278526 | 0.9364473 | 0.9558533 | log | +| Bundeena-1-1-1 | Q3 | -8.1382290 | 9.256883e+38 | 90.0691219 | 89.5853885 | 89.6568893 | 28.8041020 | 9.195990e+38 | 0.1622133 | 0.1124962 | 0.0300981 | 9.195990e+40 | 0.4588086 | 1.0061963 | 0.8718066 | log | +| Bundeena-2-2-1 | Q1 | -18.1033090 | 8.583436e+33 | 78.1431769 | 77.9902983 | 77.9885157 | 29.5853370 | 5.588751e+33 | 0.3236195 | 0.0685076 | 0.0272046 | 5.588751e+35 | 0.9708586 | 0.6606633 | 0.8354075 | log | +| Bundeena-2-2-1 | Q2 | -8.6168810 | 6.552736e+38 | 89.0441067 | 89.4059755 | 89.3125886 | 28.3373370 | 6.548871e+38 | 0.2846065 | 0.0898985 | 0.0323992 | 6.548871e+40 | 0.8049888 | 0.8090865 | 0.9462549 | log | +| Bundeena-2-2-1 | Q3 | -6.2319110 | 1.166175e+38 | 87.1994707 | 87.6404862 | 87.6355808 | 27.2307970 | 1.153832e+38 | 0.2018696 | 0.0803262 | 0.0322095 | 1.153832e+40 | 0.6056088 | 0.7229359 | 0.9335194 | log | +| Bundeena-3-3-1 | Q1 | -14.4945740 | 7.949429e+35 | 82.4883362 | 82.6240398 | 82.6377284 | 29.4023210 | 7.946523e+35 | 0.4854349 | 0.1022905 | 0.0324413 | 7.946523e+37 | 1.4563047 | 0.9430722 | 0.9508120 | log | +| Bundeena-3-3-1 | Q2 | -7.6408800 | 4.404679e+43 | 100.5399262 | 100.4151893 | 100.4826492 | 28.5638660 | 4.403259e+43 | 0.2544608 | 0.1088467 | 0.0314991 | 4.403259e+45 | 0.7197238 | 1.0326104 | 0.9129293 | log | +| Bundeena-3-3-1 | Q3 | -8.6547620 | 1.775121e+33 | 76.5243382 | 76.7216139 | 76.5574975 | 27.7604140 | 1.750506e+33 | 0.2179260 | 0.0739392 | 0.0323141 | 1.750506e+35 | 0.6891427 | 0.6816853 | 0.9426642 | log | +| Bundeena-4-4-1 | Q1 | -15.8306930 | 2.668818e+36 | 83.7279923 | 83.7589714 | 83.7280508 | 29.3996980 | 1.935077e+36 | 0.1990632 | 0.1011379 | 0.0308411 | 1.935077e+38 | 0.5630358 | 0.9541335 | 0.9318910 | log | +| Bundeena-4-4-1 | Q2 | -8.8310020 | 1.396345e+38 | 87.8568021 | 87.7200734 | 87.7641995 | 27.7701040 | 1.396198e+38 | 0.2044450 | 0.0947152 | 0.0347958 | 1.396198e+40 | 0.5782578 | 0.8680788 | 1.0120737 | log | +| Bundeena-4-4-1 | Q3 | -6.7571090 | 2.789031e+39 | 90.5969091 | 90.7171905 | 90.7722957 | 29.2073930 | 2.710146e+39 | 0.4211885 | 0.1047709 | 0.0320218 | 2.710146e+41 | 1.0316968 | 0.9939443 | 0.9357813 | log | +| Bundeena-5-5-1 | Q1 | -17.9961670 | 5.763669e+41 | 96.3289982 | 96.0404278 | 96.1452764 | 26.5671470 | 5.763669e+41 | 0.2903907 | 0.1000008 | 0.0341397 | 5.763669e+43 | 0.8213490 | 0.9165224 | 0.9728330 | log | +| Bundeena-5-5-1 | Q2 | -8.4336170 | 7.777281e+36 | 84.4672935 | 84.9681394 | 84.8378393 | 25.7029030 | 7.169822e+36 | 0.6073123 | 0.0872820 | 0.0324673 | 7.169822e+38 | 1.9204902 | 0.7951768 | 0.9499125 | log | +| Bundeena-5-5-1 | Q3 | 24.2664430 | 3.812319e+45 | 104.8161587 | 104.8519946 | 104.8065154 | 24.2664430 | 2.562005e+45 | 0.1960199 | 0.0758737 | 0.0254726 | 2.562005e+47 | 0.5880596 | 0.7277551 | 0.7768096 | log | +| Cessnock-1-1-1 | Q2 | -0.7498301 | 1.539739e+00 | 0.4457761 | 0.4293300 | 0.4309528 | 1.5358640 | 4.157580e-02 | 0.0098536 | 0.0024658 | 0.0008134 | 4.157577e+00 | 0.0311598 | 0.0246577 | 0.0257218 | log | +| Cessnock-1-1-1 | Q3 | 0.7817424 | 2.970939e+00 | 1.0905931 | 1.0894019 | 1.0886544 | 0.7712746 | 2.644400e-02 | 0.0026646 | 0.0009011 | 0.0002813 | 2.644399e+00 | 0.0084262 | 0.0090111 | 0.0088951 | log | +| Cassilis-1-1-1 | Q1 | 0.4734463 | 1.502044e+02 | 4.9935219 | 4.9636276 | 4.9823249 | 3.0770123 | 3.510428e+01 | 0.0706763 | 0.0243386 | 0.0081995 | 3.510428e+03 | 0.2234980 | 0.2433857 | 0.2592921 | log | +| Cassilis-1-1-1 | Q2 | 0.0554181 | 1.901870e+00 | 0.6396196 | 0.6446781 | 0.6428824 | 1.0816172 | 2.709570e-02 | 0.0056213 | 0.0013676 | 0.0004536 | 2.709565e+00 | 0.0177762 | 0.0136758 | 0.0143438 | log | +| Cassilis-1-1-1 | Q3 | 0.0910810 | 2.135933e+00 | 0.7595493 | 0.7621067 | 0.7593218 | 1.1514385 | 3.255350e-02 | 0.0047785 | 0.0014186 | 0.0004859 | 3.255348e+00 | 0.0151111 | 0.0141864 | 0.0153658 | log | +| Charlton-1-1-1 | Q1 | 0.9274501 | 3.225008e+00 | 1.1719162 | 1.1706099 | 1.1710301 | 0.6976524 | 2.578270e-02 | 0.0024240 | 0.0007983 | 0.0002496 | 2.578275e+00 | 0.0076652 | 0.0079834 | 0.0078939 | log | +| Charlton-1-1-1 | Q2 | 0.9252982 | 3.081864e+00 | 1.1254880 | 1.1254614 | 1.1254344 | 0.6280323 | 2.165170e-02 | 0.0023828 | 0.0007457 | 0.0002287 | 2.165166e+00 | 0.0075351 | 0.0074574 | 0.0072310 | log | +| Charlton-1-1-1 | Q3 | 2.6287113 | 1.945076e+01 | 2.9696423 | 2.9685231 | 2.9682443 | 0.8254712 | 1.928994e-01 | 0.0022979 | 0.0009053 | 0.0003050 | 1.928994e+01 | 0.0072665 | 0.0090530 | 0.0096441 | log | +| Childers-1-1-1 | Q1 | -5.1510550 | 1.490690e-02 | -4.1975731 | -4.2012399 | -4.2056696 | 1.3919921 | 3.203000e-04 | 0.0042405 | 0.0023468 | 0.0006713 | 3.202970e-02 | 0.0134097 | 0.0234677 | 0.0212292 | log | +| Childers-1-1-1 | Q2 | -5.0682978 | 1.434320e-02 | -4.2397945 | -4.2468100 | -4.2453524 | 1.2755920 | 2.992000e-04 | 0.0047758 | 0.0019110 | 0.0006654 | 2.992400e-02 | 0.0151024 | 0.0191098 | 0.0210432 | log | +| Childers-1-1-1 | Q3 | -5.2657308 | 1.306110e-02 | -4.3294622 | -4.3397505 | -4.3379231 | 1.3600721 | 3.076000e-04 | 0.0086017 | 0.0024579 | 0.0007467 | 3.075810e-02 | 0.0272008 | 0.0245787 | 0.0236123 | log | +| Childers-2-2-1 | Q1 | -2.4720448 | 2.308120e-01 | -1.4747239 | -1.4687150 | -1.4652991 | 1.4372124 | 5.432000e-03 | 0.0056529 | 0.0022388 | 0.0006911 | 5.431985e-01 | 0.0178760 | 0.0223881 | 0.0218560 | log | +| Childers-2-2-1 | Q2 | -1.3971269 | 6.846280e-01 | -0.3848672 | -0.3815768 | -0.3787957 | 1.4428008 | 1.599720e-02 | 0.0055786 | 0.0023300 | 0.0007387 | 1.599718e+00 | 0.0176410 | 0.0233001 | 0.0233598 | log | +| Childers-2-2-1 | Q3 | -1.0963085 | 1.093240e+00 | 0.0892983 | 0.0886226 | 0.0885298 | 1.5407205 | 3.608590e-02 | 0.0085941 | 0.0029832 | 0.0010412 | 3.608594e+00 | 0.0271769 | 0.0298315 | 0.0329245 | log | + +``` r + +check_transformations_sd %>% knitr::kable() +``` + +| id_col | SurveyID | fit.aug | fit.back | mean_logSE | mean_logSD | sd.fit.aug | se.fit.back | se_logSE | se_logSD | sd.fit.back | sd_logSE | sd_logSD | transformation_type | +|:---------------|:---------|-----------:|--------------:|-----------:|-----------:|-----------:|--------------:|----------:|----------:|--------------:|----------:|----------:|:--------------------| +| Bodalla-1-1-1 | Q1 | 1.5851971 | 4.715018e+10 | 24.280903 | 28.172149 | 8.276151 | 3.571123e+10 | 0.1585787 | 0.1449151 | 3.571123e+12 | 1.4705984 | 1.0449979 | log | +| Bodalla-1-1-1 | Q2 | 1.6899319 | 1.914985e+11 | 25.866412 | 29.429906 | 8.720628 | 1.263959e+11 | 0.0744908 | 0.1764054 | 1.263959e+13 | 0.7260470 | 1.2221728 | log | +| Bodalla-1-1-1 | Q3 | 1.8732339 | 2.703068e+12 | 28.567580 | 32.432363 | 8.876595 | 2.122403e+12 | 0.1057391 | 0.1725825 | 2.122403e+14 | 0.9975405 | 1.2324857 | log | +| Brookto-1-1-1 | Q1 | 0.2833457 | 4.375086e+24 | 56.714815 | 60.579157 | 17.722631 | 4.018811e+24 | 0.0941441 | 0.1578199 | 4.018811e+26 | 0.8831501 | 1.0586881 | log | +| Brookto-1-1-1 | Q2 | 1.4072346 | 3.471814e+55 | 127.631776 | 131.735516 | 37.904542 | 2.626666e+55 | 0.1029503 | 0.1386872 | 2.626666e+57 | 0.9874650 | 1.0191384 | log | +| Brookto-1-1-1 | Q3 | 5.7457778 | 1.374814e+131 | 301.797578 | 305.788844 | 86.936283 | 1.374655e+131 | 0.1023473 | 0.1370961 | 1.374655e+133 | 0.9491300 | 0.9980750 | log | +| Carcoar-1-1-1 | Q1 | -0.6956728 | 1.394803e+40 | 92.326887 | 96.245968 | 27.509920 | 1.017465e+40 | 0.0973214 | 0.1371470 | 1.017465e+42 | 0.9232721 | 1.0078203 | log | +| Carcoar-1-1-1 | Q2 | -0.0766375 | 5.948818e+40 | 93.793910 | 98.162358 | 24.843817 | 5.926304e+40 | 0.1112594 | 0.1465455 | 5.926304e+42 | 1.0074964 | 1.0567547 | log | +| Carcoar-1-1-1 | Q3 | 0.1020235 | 3.110086e+39 | 90.793234 | 94.171517 | 25.424401 | 2.121060e+39 | 0.0744329 | 0.1734327 | 2.121060e+41 | 0.7021983 | 1.2978518 | log | +| Andamook-1-1-1 | Q1 | -1.8745206 | 1.359974e+40 | 92.521494 | 96.123326 | 22.776463 | 1.359974e+40 | 0.0844238 | 0.1991467 | 1.359974e+42 | 0.7262409 | 1.4081797 | log | +| Andamook-1-1-1 | Q2 | -1.2400476 | 4.235733e+33 | 77.289144 | 81.347601 | 21.223858 | 4.235684e+33 | 0.1068696 | 0.1431957 | 4.235684e+35 | 0.9558707 | 1.0522691 | log | +| Andamook-1-1-1 | Q3 | -0.9914583 | 1.058275e+31 | 71.314778 | 74.768111 | 23.755362 | 5.550917e+30 | 0.0723982 | 0.1402344 | 5.550917e+32 | 0.7093544 | 1.0209219 | log | +| Andamook-2-2-1 | Q1 | -0.9079854 | 5.038539e+37 | 86.731071 | 90.933959 | 28.010644 | 4.999268e+37 | 0.1207513 | 0.1404584 | 4.999268e+39 | 1.1067037 | 1.0030737 | log | +| Andamook-2-2-1 | Q2 | -0.8257150 | 4.054258e+37 | 86.544797 | 90.214040 | 27.283401 | 3.720945e+37 | 0.0914833 | 0.1811456 | 3.720945e+39 | 0.8532991 | 1.3555693 | log | +| Andamook-2-2-1 | Q3 | -0.7810521 | 3.370223e+44 | 102.271815 | 106.390808 | 28.804583 | 3.370160e+44 | 0.1151221 | 0.1666609 | 3.370160e+46 | 1.1042123 | 1.2133094 | log | +| Andamook-3-3-1 | Q1 | -1.7073391 | 2.044702e+31 | 72.000963 | 75.730262 | 22.291121 | 1.437889e+31 | 0.0784153 | 0.1462967 | 1.437889e+33 | 0.7562100 | 0.9922325 | log | +| Andamook-3-3-1 | Q2 | -1.3400380 | 4.922963e+27 | 63.824759 | 67.760907 | 20.559772 | 4.910860e+27 | 0.0816354 | 0.1546642 | 4.910860e+29 | 0.7570554 | 1.1365453 | log | +| Andamook-3-3-1 | Q3 | -1.2409555 | 8.075538e+32 | 75.650533 | 79.946169 | 23.544056 | 7.730324e+32 | 0.1086041 | 0.1880971 | 7.730324e+34 | 1.0187966 | 1.2044093 | log | +| Andamook-4-4-1 | Q1 | -0.9137866 | 3.137181e+44 | 102.372312 | 106.528450 | 29.618882 | 3.121804e+44 | 0.0966157 | 0.1394271 | 3.121804e+46 | 0.8907531 | 1.0978501 | log | +| Andamook-4-4-1 | Q2 | -1.0411564 | 1.067888e+51 | 117.582704 | 121.242260 | 27.722204 | 1.067772e+51 | 0.0904001 | 0.1671686 | 1.067772e+53 | 0.8085632 | 1.1460503 | log | +| Andamook-4-4-1 | Q3 | -0.8395543 | 5.837755e+42 | 98.401082 | 102.486470 | 28.814816 | 5.836357e+42 | 0.0926649 | 0.1567658 | 5.836357e+44 | 0.8442177 | 1.0632374 | log | +| Byrock-1-3-1 | Q1 | 0.4342374 | 9.826454e+03 | 9.049175 | 12.513154 | 4.287275 | 4.455447e+03 | 0.0531820 | 0.1728539 | 4.455447e+05 | 0.5291543 | 1.1850266 | log | +| Byrock-1-3-1 | Q2 | 0.7748944 | 7.457640e+04 | 11.047179 | 15.049353 | 3.595793 | 7.257341e+04 | 0.1022227 | 0.1765925 | 7.257341e+06 | 0.9312934 | 1.2486976 | log | +| Byrock-1-3-1 | Q3 | 0.8961638 | 5.098855e+04 | 10.905544 | 14.394845 | 4.586858 | 3.598215e+04 | 0.0566885 | 0.1805774 | 3.598215e+06 | 0.5347985 | 1.3269672 | log | +| Byrock-2-4-1 | Q1 | -0.7678207 | 2.660677e+12 | 28.260132 | 32.153651 | 9.584799 | 2.083806e+12 | 0.1335861 | 0.1573199 | 2.083806e+14 | 1.2673088 | 1.2287076 | log | +| Byrock-2-4-1 | Q2 | -0.1892172 | 1.836782e+07 | 16.573906 | 20.143163 | 6.801189 | 9.305802e+06 | 0.0654835 | 0.1343152 | 9.305802e+08 | 0.6515527 | 1.0404009 | log | +| Byrock-2-4-1 | Q3 | 0.0167582 | 1.828169e+12 | 28.207753 | 31.995505 | 8.736914 | 1.347499e+12 | 0.0666574 | 0.1542369 | 1.347499e+14 | 0.6288445 | 1.1228618 | log | +| Byrock-3-5-1 | Q1 | 0.0240440 | 1.772652e+02 | 5.183798 | 7.341190 | 3.364952 | 3.254610e+01 | 0.0185855 | 0.1623137 | 3.254610e+03 | 0.1858546 | 1.2037504 | log | +| Byrock-3-5-1 | Q2 | 0.1445468 | 3.214242e+02 | 5.710767 | 8.856817 | 3.295016 | 1.045370e+02 | 0.0409215 | 0.1336494 | 1.045370e+04 | 0.4092148 | 0.7906805 | log | +| Byrock-3-5-1 | Q3 | 0.1874443 | 2.042601e+03 | 7.603082 | 9.889808 | 4.167905 | 3.873220e+02 | 0.0168854 | 0.1444573 | 3.873220e+04 | 0.1688539 | 1.0112012 | log | +| Byrock-4-6-1 | Q1 | -3.8898161 | 3.739106e+28 | 65.755921 | 69.721890 | 19.909167 | 3.739066e+28 | 0.0937159 | 0.1238924 | 3.739066e+30 | 0.8640179 | 0.9596662 | log | +| Byrock-4-6-1 | Q2 | -1.8690307 | 3.789583e+05 | 12.732444 | 16.008672 | 6.617209 | 1.866554e+05 | 0.0534890 | 0.1618875 | 1.866554e+07 | 0.5295142 | 1.0615671 | log | +| Byrock-4-6-1 | Q3 | -1.1496573 | 1.728798e+10 | 23.585268 | 27.123041 | 7.742761 | 1.365450e+10 | 0.0664829 | 0.1826851 | 1.365450e+12 | 0.6236653 | 1.2390307 | log | +| Byrock-5-7-1 | Q1 | 0.4679234 | 4.505923e+04 | 10.450142 | 14.087742 | 4.556860 | 2.414637e+04 | 0.0772371 | 0.1539755 | 2.414637e+06 | 0.7606971 | 1.1209589 | log | +| Byrock-5-7-1 | Q2 | 0.8598803 | 1.735121e+03 | 7.476054 | 9.878371 | 3.804240 | 4.238088e+02 | 0.0244473 | 0.2088673 | 4.238088e+04 | 0.2444732 | 1.4769152 | log | +| Byrock-5-7-1 | Q3 | 0.9360056 | 1.427980e+05 | 11.737889 | 15.190623 | 4.703036 | 8.123021e+04 | 0.0613235 | 0.1748353 | 8.123021e+06 | 0.6070715 | 1.1194922 | log | +| Anglesea-1-1-1 | Q1 | 0.5911563 | 2.130915e+04 | 9.902367 | 12.936368 | 4.714125 | 8.285413e+03 | 0.0434440 | 0.1606426 | 8.285413e+05 | 0.4344399 | 1.1359145 | log | +| Anglesea-1-1-1 | Q2 | 0.5933596 | 6.561931e+04 | 11.015172 | 14.005255 | 5.257519 | 2.379733e+04 | 0.0447777 | 0.1494824 | 2.379733e+06 | 0.4477773 | 1.0779328 | log | +| Anglesea-1-1-1 | Q3 | 0.5893916 | 7.347069e+05 | 13.390412 | 17.065140 | 5.373869 | 5.876259e+05 | 0.0961848 | 0.1550806 | 5.876259e+07 | 0.9124890 | 1.0403121 | log | +| Anglesea-2-2-1 | Q1 | -0.4051920 | 3.192970e+07 | 17.284280 | 20.726452 | 6.973808 | 1.927039e+07 | 0.0553970 | 0.1588320 | 1.927039e+09 | 0.5427777 | 1.1118243 | log | +| Anglesea-2-2-1 | Q2 | -0.3408836 | 7.294267e+08 | 20.359832 | 23.830909 | 7.896012 | 4.060890e+08 | 0.0578309 | 0.1318043 | 4.060890e+10 | 0.5666252 | 0.9595496 | log | +| Anglesea-2-2-1 | Q3 | -0.2972084 | 2.447431e+09 | 21.404135 | 25.050894 | 8.160448 | 2.063967e+09 | 0.0995087 | 0.2450202 | 2.063967e+11 | 0.9440220 | 1.6252802 | log | +| Ardrossa-1-1-1 | Q1 | -2.5869552 | 5.737754e+51 | 119.400968 | 123.101387 | 35.797987 | 5.724790e+51 | 0.0707752 | 0.1901124 | 5.724790e+53 | 0.6486655 | 1.3442978 | log | +| Ardrossa-1-1-1 | Q2 | 0.0159150 | 1.086784e+22 | 50.762557 | 54.410226 | 14.345859 | 1.080879e+22 | 0.0993784 | 0.1821692 | 1.080879e+24 | 0.9269400 | 1.3136407 | log | +| Ardrossa-1-1-1 | Q3 | 0.9006509 | 3.717177e+18 | 42.627214 | 46.503557 | 12.285730 | 2.661137e+18 | 0.0762021 | 0.1648341 | 2.661137e+20 | 0.7388070 | 1.1538390 | log | +| Balmoral-1-1-1 | Q1 | -0.5512746 | 5.590831e+37 | 86.824504 | 90.687775 | 27.634489 | 3.584401e+37 | 0.0754728 | 0.1426059 | 3.584401e+39 | 0.7239099 | 1.0083758 | log | +| Balmoral-1-1-1 | Q2 | -0.1092410 | 9.832488e+45 | 105.875970 | 109.996989 | 26.714763 | 9.832487e+45 | 0.0983267 | 0.1189732 | 9.832487e+47 | 0.9171302 | 0.9138507 | log | +| Balmoral-1-1-1 | Q3 | 0.0688629 | 2.675938e+47 | 109.094397 | 113.213058 | 28.856299 | 2.675935e+47 | 0.1156376 | 0.1404021 | 2.675935e+49 | 1.0785957 | 1.0124538 | log | +| Bathurst-1-1-1 | Q1 | -2.7408892 | 4.078344e+66 | 153.317538 | 157.447113 | 43.694992 | 3.995943e+66 | 0.0972714 | 0.1471204 | 3.995943e+68 | 0.9279100 | 1.0086066 | log | +| Bathurst-1-1-1 | Q2 | -0.6304255 | 8.859665e+66 | 154.168031 | 158.333909 | 39.499616 | 8.858198e+66 | 0.0911889 | 0.1418615 | 8.858198e+68 | 0.8357598 | 1.0229780 | log | +| Bathurst-1-1-1 | Q3 | -1.0957071 | 3.706282e+57 | 132.384227 | 136.388861 | 40.537677 | 3.567701e+57 | 0.1026535 | 0.1656745 | 3.567701e+59 | 0.9629751 | 1.1831525 | log | +| Belgrave-1-1-1 | Q1 | -4.6348680 | 8.844755e+30 | 71.272088 | 75.092403 | 19.167151 | 8.844467e+30 | 0.0832937 | 0.1651629 | 8.844467e+32 | 0.7679296 | 1.1442822 | log | +| Belgrave-1-1-1 | Q2 | -2.9659322 | 7.462521e+16 | 38.794231 | 42.906373 | 13.995508 | 6.604302e+16 | 0.0973638 | 0.1239355 | 6.604302e+18 | 0.8923539 | 0.8763566 | log | +| Belgrave-1-1-1 | Q3 | -0.0626820 | 8.681966e+26 | 62.007067 | 65.743138 | 16.938481 | 8.681815e+26 | 0.0954802 | 0.2088654 | 8.681815e+28 | 0.8698661 | 1.4620578 | log | +| Byrock-1-8-1 | Q1 | -0.7637879 | 1.178469e+13 | 30.127492 | 34.007994 | 9.823992 | 1.107070e+13 | 0.0848180 | 0.1521914 | 1.107070e+15 | 0.7680594 | 1.1388960 | log | +| Byrock-1-8-1 | Q2 | -0.1290078 | 1.222062e+07 | 16.055843 | 19.850617 | 6.735496 | 7.231620e+06 | 0.1116806 | 0.1517861 | 7.231620e+08 | 1.0712031 | 1.1050192 | log | +| Byrock-1-8-1 | Q3 | 0.0928126 | 1.257225e+10 | 23.123655 | 26.407318 | 8.251346 | 8.410843e+09 | 0.0739255 | 0.2237797 | 8.410843e+11 | 0.7167340 | 1.5503909 | log | +| Byrock-2-9-1 | Q1 | -0.0473931 | 4.037172e+03 | 8.206931 | 11.932380 | 4.182934 | 2.159803e+03 | 0.0620200 | 0.1412655 | 2.159803e+05 | 0.6202004 | 0.9988980 | log | +| Byrock-2-9-1 | Q2 | 0.2470553 | 1.016539e+03 | 6.888684 | 9.398814 | 3.641788 | 3.245706e+02 | 0.0347316 | 0.1973642 | 3.245706e+04 | 0.3473161 | 1.3815497 | log | +| Byrock-2-9-1 | Q3 | 0.2391911 | 2.022052e+04 | 9.822354 | 12.890429 | 4.480070 | 6.382548e+03 | 0.0331367 | 0.1435370 | 6.382548e+05 | 0.3313671 | 1.1118325 | log | +| Byrock-3-10-1 | Q1 | -4.2290359 | 3.164272e+36 | 84.018080 | 87.956136 | 23.308686 | 3.164272e+36 | 0.1000582 | 0.1966065 | 3.164272e+38 | 0.9279017 | 1.3762454 | log | +| Byrock-3-10-1 | Q2 | -1.9800527 | 3.090563e+08 | 19.578932 | 23.406046 | 7.785679 | 2.963113e+08 | 0.0865743 | 0.2085244 | 2.963113e+10 | 0.7791689 | 1.3831943 | log | +| Byrock-3-10-1 | Q3 | -1.0995312 | 7.568312e+06 | 15.678605 | 19.032647 | 7.005957 | 3.571010e+06 | 0.0559507 | 0.1991680 | 3.571010e+08 | 0.5567022 | 1.4362210 | log | +| Bridport-1-1-1 | Q1 | 0.7394014 | 6.243871e+30 | 70.705685 | 74.657680 | 20.575407 | 4.838052e+30 | 0.1149010 | 0.1407289 | 4.838052e+32 | 1.1316440 | 0.9851023 | log | +| Bridport-1-1-1 | Q2 | 2.2272136 | 1.097660e+97 | 223.200160 | 227.279177 | 56.959270 | 8.291576e+96 | 0.1007945 | 0.1695960 | 8.291576e+98 | 0.9824237 | 1.1626919 | log | +| Bridport-1-1-1 | Q3 | 4.2192574 | 2.380269e+150 | NaN | NaN | 87.148301 | Inf | NA | NA | Inf | NA | NA | log | +| Buckland-1-1-1 | Q1 | 1.7767344 | 2.670170e+02 | 5.587305 | 5.763014 | 16.200594 | 3.734787e+00 | 0.0016457 | 0.1128749 | 3.734787e+02 | 0.0164571 | 1.0406554 | square_root | +| Buckland-1-1-1 | Q2 | 5.2968093 | 2.789606e+02 | 5.628593 | 5.725051 | 16.021971 | 3.855183e+00 | 0.0012706 | 0.1107986 | 3.855183e+02 | 0.0127060 | 0.9910125 | square_root | +| Buckland-1-1-1 | Q3 | 14.8646182 | 5.697100e+02 | 6.344937 | 6.417317 | 18.758489 | 7.525289e+00 | 0.0013439 | 0.1178491 | 7.525289e+02 | 0.0134395 | 1.0206028 | square_root | +| Boggabri-1-1-1 | Q1 | -0.6312717 | 2.218693e+46 | 106.581453 | 110.267982 | 31.540251 | 1.586221e+46 | 0.0728288 | 0.1658426 | 1.586221e+48 | 0.6870657 | 1.2186896 | log | +| Boggabri-1-1-1 | Q2 | -0.4110165 | 3.896899e+42 | 98.124807 | 102.074197 | 29.363909 | 3.828613e+42 | 0.0772480 | 0.1712562 | 3.828613e+44 | 0.7205213 | 1.1098668 | log | +| Boggabri-1-1-1 | Q3 | -0.1066361 | 2.011616e+51 | 118.016856 | 122.067097 | 32.494798 | 2.011616e+51 | 0.1082530 | 0.1615710 | 2.011616e+53 | 0.9862315 | 1.1872993 | log | +| Canberra-1-1-1 | Q1 | 6.1746021 | 2.604853e+193 | NaN | NaN | 115.699654 | Inf | NA | NA | Inf | NA | NA | log | +| Canberra-1-1-1 | Q2 | 1.7722519 | 6.365431e+69 | 160.779692 | 164.796884 | 44.506167 | 6.160315e+69 | 0.0781888 | 0.1424304 | 6.160315e+71 | 0.6993417 | 1.0071353 | log | +| Canberra-1-1-1 | Q3 | -0.0625496 | 4.235134e+46 | 107.456933 | 111.597433 | 27.863535 | 4.234573e+46 | 0.1071327 | 0.1159242 | 4.234573e+48 | 0.9818872 | 0.7862365 | log | +| Capertee-1-1-1 | Q1 | -2.2521741 | 1.265389e+19 | 43.931120 | 48.210404 | 12.638838 | 1.265340e+19 | 0.0930062 | 0.1206957 | 1.265340e+21 | 0.8823339 | 0.9426632 | log | +| Capertee-1-1-1 | Q2 | 0.3652208 | 1.444010e+16 | 37.073459 | 41.091694 | 12.013336 | 1.098829e+16 | 0.0805400 | 0.1642667 | 1.098829e+18 | 0.7725126 | 1.0771688 | log | +| Capertee-1-1-1 | Q3 | 1.4723831 | 4.501905e+22 | 51.915559 | 55.727311 | 14.435989 | 2.883572e+22 | 0.0777448 | 0.1740520 | 2.883572e+24 | 0.7497432 | 1.2058677 | log | +| Capertee-2-2-1 | Q1 | -2.2521741 | 1.192348e+17 | 39.153030 | 42.750297 | 14.087688 | 6.485547e+16 | 0.0792900 | 0.1562020 | 6.485547e+18 | 0.7889253 | 1.1045150 | log | +| Capertee-2-2-1 | Q2 | 0.3652208 | 1.150795e+18 | 41.632814 | 45.166328 | 12.654163 | 8.837285e+17 | 0.0814218 | 0.1559907 | 8.837285e+19 | 0.7681320 | 1.1981875 | log | +| Capertee-2-2-1 | Q3 | 1.4723831 | 3.467336e+20 | 47.343850 | 51.091759 | 14.896594 | 3.077993e+20 | 0.0761739 | 0.1707805 | 3.077993e+22 | 0.6813201 | 1.1582899 | log | +| Carnarvo-1-1-1 | Q1 | -0.1643253 | 7.891016e+32 | 75.719855 | 79.893726 | 20.055592 | 7.869652e+32 | 0.0885616 | 0.1362388 | 7.869652e+34 | 0.8212860 | 0.9438900 | log | +| Carnarvo-1-1-1 | Q2 | -0.0200811 | 1.867981e+28 | 65.078847 | 68.908976 | 19.804164 | 1.831269e+28 | 0.0840114 | 0.1463678 | 1.831269e+30 | 0.7561028 | 0.9818647 | log | +| Carnarvo-1-1-1 | Q3 | -0.1166450 | 1.198731e+30 | 69.036296 | 72.993264 | 21.367544 | 8.438580e+29 | 0.1035834 | 0.1200287 | 8.438580e+31 | 0.9935371 | 0.8655396 | log | +| Cessnock-1-1-1 | Q2 | -0.7498301 | 2.002201e+35 | 81.226814 | 85.118775 | 23.292532 | 2.000444e+35 | 0.0962486 | 0.1830388 | 2.000444e+37 | 0.8873685 | 1.2548511 | log | +| Cessnock-1-1-1 | Q3 | 0.7817424 | 1.696308e+15 | 35.028531 | 38.343470 | 11.696959 | 8.207132e+14 | 0.0625079 | 0.1678592 | 8.207132e+16 | 0.6219462 | 1.1987546 | log | +| Cassilis-1-1-1 | Q1 | 0.4734463 | 3.849697e+98 | 226.940054 | 230.818636 | 57.483334 | 3.849697e+98 | 0.1045726 | 0.1560963 | 3.849697e+100 | 0.9353259 | 1.0471260 | log | +| Cassilis-1-1-1 | Q2 | 0.0554181 | 1.677908e+26 | 60.085068 | 63.940730 | 20.206276 | 1.220182e+26 | 0.1056993 | 0.1563543 | 1.220182e+28 | 1.0302293 | 1.1804493 | log | +| Cassilis-1-1-1 | Q3 | 0.0910810 | 3.963405e+30 | 70.180110 | 73.960071 | 21.510647 | 2.581524e+30 | 0.0997672 | 0.1535742 | 2.581524e+32 | 0.9775148 | 1.1695861 | log | +| Charlton-1-1-1 | Q1 | 0.9274501 | 2.328224e+17 | 40.059320 | 44.097893 | 12.958318 | 2.114734e+17 | 0.0874430 | 0.1473945 | 2.114734e+19 | 0.8341529 | 0.9552256 | log | +| Charlton-1-1-1 | Q2 | 0.9252982 | 4.603821e+15 | 36.096125 | 39.855251 | 11.665183 | 3.834892e+15 | 0.0913286 | 0.1075575 | 3.834892e+17 | 0.8370402 | 0.8469085 | log | +| Charlton-1-1-1 | Q3 | 2.6287113 | 6.113665e+20 | 47.704053 | 51.486931 | 15.332448 | 4.222488e+20 | 0.1015953 | 0.1423573 | 4.222488e+22 | 0.9530485 | 1.0557497 | log | +| Childers-1-1-1 | Q1 | -5.1510550 | 1.807408e+34 | 78.831276 | 82.498919 | 25.892550 | 1.329281e+34 | 0.0645788 | 0.1377203 | 1.329281e+36 | 0.6227756 | 1.0306047 | log | +| Childers-1-1-1 | Q2 | -5.0682978 | 4.492783e+33 | 77.412548 | 81.614658 | 23.727383 | 4.491164e+33 | 0.1112205 | 0.1482718 | 4.491164e+35 | 1.0314163 | 1.0794347 | log | +| Childers-1-1-1 | Q3 | -5.2657308 | 2.518480e+35 | 81.372074 | 85.138554 | 25.298804 | 1.782230e+35 | 0.0660525 | 0.1437573 | 1.782230e+37 | 0.6231385 | 1.0366487 | log | +| Childers-2-2-1 | Q1 | -2.4720448 | 4.320318e+42 | 98.062579 | 102.219769 | 26.733695 | 4.320316e+42 | 0.0919190 | 0.1422743 | 4.320316e+44 | 0.8424519 | 0.9753837 | log | +| Childers-2-2-1 | Q2 | -1.3971269 | 3.613851e+35 | 81.857696 | 85.555292 | 26.837646 | 3.062012e+35 | 0.0831588 | 0.1533596 | 3.062012e+37 | 0.7621626 | 1.1164750 | log | +| Childers-2-2-1 | Q3 | -1.0963085 | 1.644905e+43 | 99.385397 | 103.474852 | 28.659059 | 1.641121e+43 | 0.1001553 | 0.1366550 | 1.641121e+45 | 0.9341861 | 1.0134607 | log | + +``` r + +back_transformed_sd_sims %>% knitr::kable() +``` + +| id_col | SurveyID | fit.aug | fit.back | mean_log100_sd | mean_log1000_sd | mean_log100_se | mean_log1000_se | sd.fit.aug | se.fit.back | se_log100_sd | se_log1000_sd | se_log100_se | se_log1000_se | sd.fit.back | sd_log100_sd | sd_log1000_sd | sd_log100_se | sd_log1000_se | transformation_type | +|:---------------|:---------|-----------:|--------------:|---------------:|----------------:|---------------:|----------------:|-----------:|--------------:|-------------:|--------------:|-------------:|--------------:|--------------:|-------------:|--------------:|-------------:|--------------:|:--------------------| +| Bodalla-1-1-1 | Q1 | 1.5851971 | 4.715018e+10 | 24.567374 | 24.486048 | 28.198253 | 28.269934 | 8.276151 | 3.571123e+10 | 0.0641504 | 0.0269464 | 0.1588591 | 0.0497150 | 3.571123e+12 | 0.6285432 | 0.8092885 | 1.1006079 | 1.1116603 | log | +| Bodalla-1-1-1 | Q2 | 1.6899319 | 1.914985e+11 | 25.984514 | 25.824941 | 29.828028 | 29.535754 | 8.720628 | 1.263959e+11 | 0.0770321 | 0.0291086 | 0.1352031 | 0.0449642 | 1.263959e+13 | 0.7428709 | 0.8867370 | 0.9269059 | 1.0054303 | log | +| Bodalla-1-1-1 | Q3 | 1.8732339 | 2.703068e+12 | 28.590122 | 28.523301 | 32.398377 | 32.408336 | 8.876595 | 2.122403e+12 | 0.0805728 | 0.0288343 | 0.1721885 | 0.0474890 | 2.122403e+14 | 0.7728268 | 0.8683855 | 1.2416692 | 1.0650678 | log | +| Brookto-1-1-1 | Q1 | 0.2833457 | 4.375086e+24 | 56.866018 | 56.619286 | 60.720691 | 60.617927 | 17.722631 | 4.018811e+24 | 0.0594861 | 0.0336118 | 0.1493691 | 0.0467308 | 4.018811e+26 | 0.5516514 | 0.9828230 | 1.0348592 | 1.0778518 | log | +| Brookto-1-1-1 | Q2 | 1.4072346 | 3.471814e+55 | 127.829691 | 127.782467 | 131.727652 | 131.562287 | 37.904542 | 2.626666e+55 | 0.0922646 | 0.0289953 | 0.1274285 | 0.0523829 | 2.626666e+57 | 0.8897675 | 0.8765998 | 0.8642618 | 1.1677975 | log | +| Brookto-1-1-1 | Q3 | 5.7457778 | 1.374814e+131 | 301.835721 | 301.899573 | 305.878964 | 305.922349 | 86.936283 | 1.374655e+131 | 0.1116807 | 0.0321035 | 0.1250230 | 0.0471785 | 1.374655e+133 | 1.0174594 | 0.9343173 | 0.8751608 | 1.0623028 | log | +| Carcoar-1-1-1 | Q1 | -0.6956728 | 1.394803e+40 | 92.445780 | 92.317574 | 96.309313 | 96.154687 | 27.509920 | 1.017465e+40 | 0.0792559 | 0.0288072 | 0.1100412 | 0.0446486 | 1.017465e+42 | 0.7518874 | 0.8728166 | 0.8011118 | 0.9983719 | log | +| Carcoar-1-1-1 | Q2 | -0.0766375 | 5.948818e+40 | 94.031353 | 93.883409 | 97.821353 | 97.821153 | 24.843817 | 5.926304e+40 | 0.0841257 | 0.0306506 | 0.1424479 | 0.0496886 | 5.926304e+42 | 0.7524436 | 0.8819703 | 1.0467740 | 1.1417577 | log | +| Carcoar-1-1-1 | Q3 | 0.1020235 | 3.110086e+39 | 90.643376 | 90.806293 | 94.476902 | 94.593438 | 25.424401 | 2.121060e+39 | 0.0887036 | 0.0268155 | 0.1509278 | 0.0460658 | 2.121060e+41 | 0.8736290 | 0.8168837 | 1.0564943 | 1.0524796 | log | +| Andamook-1-1-1 | Q1 | -1.8745206 | 1.359974e+40 | 92.280501 | 92.362500 | 96.256573 | 96.369301 | 22.776463 | 1.359974e+40 | 0.1174462 | 0.0320495 | 0.1632891 | 0.0523500 | 1.359974e+42 | 1.0699859 | 0.9382343 | 1.1074806 | 1.1516995 | log | +| Andamook-1-1-1 | Q2 | -1.2400476 | 4.235733e+33 | 77.605581 | 77.441444 | 81.451359 | 81.373536 | 21.223858 | 4.235684e+33 | 0.0946931 | 0.0297336 | 0.1864096 | 0.0520633 | 4.235684e+35 | 0.8678766 | 0.8617621 | 1.3048669 | 1.1676591 | log | +| Andamook-1-1-1 | Q3 | -0.9914583 | 1.058275e+31 | 71.314590 | 71.265765 | 74.695722 | 74.742891 | 23.755362 | 5.550917e+30 | 0.0710423 | 0.0263729 | 0.1709661 | 0.0514502 | 5.550917e+32 | 0.7068618 | 0.8239169 | 1.1340608 | 1.1573429 | log | +| Andamook-2-2-1 | Q1 | -0.9079854 | 5.038539e+37 | 86.704589 | 86.724970 | 90.741270 | 90.824905 | 28.010644 | 4.999268e+37 | 0.1314792 | 0.0324841 | 0.1753643 | 0.0459662 | 4.999268e+39 | 1.2333844 | 0.9369858 | 1.3005366 | 1.0319384 | log | +| Andamook-2-2-1 | Q2 | -0.8257150 | 4.054258e+37 | 86.708054 | 86.515624 | 90.584937 | 90.481755 | 27.283401 | 3.720945e+37 | 0.0695263 | 0.0327093 | 0.1374846 | 0.0486314 | 3.720945e+39 | 0.6704869 | 0.9547522 | 0.9119698 | 1.0863435 | log | +| Andamook-2-2-1 | Q3 | -0.7810521 | 3.370223e+44 | 102.493490 | 102.528581 | 106.574160 | 106.474455 | 28.804583 | 3.370160e+44 | 0.0851541 | 0.0309652 | 0.1247542 | 0.0473932 | 3.370160e+46 | 0.7804500 | 0.8995922 | 0.9252022 | 1.0554958 | log | +| Andamook-3-3-1 | Q1 | -1.7073391 | 2.044702e+31 | 71.907366 | 71.961325 | 75.935147 | 75.741211 | 22.291121 | 1.437889e+31 | 0.0853432 | 0.0301649 | 0.1317080 | 0.0516115 | 1.437889e+33 | 0.8141220 | 0.9154447 | 1.0700010 | 1.1129420 | log | +| Andamook-3-3-1 | Q2 | -1.3400380 | 4.922963e+27 | 63.522355 | 63.706345 | 67.750320 | 67.695822 | 20.559772 | 4.910860e+27 | 0.1408103 | 0.0308318 | 0.1531490 | 0.0502055 | 4.910860e+29 | 1.3133908 | 0.8882568 | 1.0937028 | 1.1192565 | log | +| Andamook-3-3-1 | Q3 | -1.2409555 | 8.075538e+32 | 75.833988 | 75.708365 | 79.633221 | 79.705364 | 23.544056 | 7.730324e+32 | 0.0963877 | 0.0321577 | 0.2578055 | 0.0468283 | 7.730324e+34 | 0.9093199 | 0.9325745 | 1.8229604 | 1.0575312 | log | +| Andamook-4-4-1 | Q1 | -0.9137866 | 3.137181e+44 | 102.492708 | 102.463385 | 106.455009 | 106.441068 | 29.618882 | 3.121804e+44 | 0.0980285 | 0.0285068 | 0.1517208 | 0.0484362 | 3.121804e+46 | 0.9143485 | 0.8247286 | 1.0511524 | 1.0776373 | log | +| Andamook-4-4-1 | Q2 | -1.0411564 | 1.067888e+51 | 117.280336 | 117.407621 | 121.313417 | 121.505253 | 27.722204 | 1.067772e+51 | 0.1336104 | 0.0357396 | 0.2193459 | 0.0468503 | 1.067772e+53 | 1.2098938 | 1.0438167 | 1.5510096 | 1.0528300 | log | +| Andamook-4-4-1 | Q3 | -0.8395543 | 5.837755e+42 | 98.327244 | 98.428701 | 102.360712 | 102.467026 | 28.814816 | 5.836357e+42 | 0.1103744 | 0.0322713 | 0.1468060 | 0.0468251 | 5.836357e+44 | 1.0471032 | 0.9291669 | 1.1835877 | 1.0595304 | log | +| Byrock-1-3-1 | Q1 | 0.4342374 | 9.826454e+03 | 9.077153 | 9.107651 | 12.293518 | 12.398587 | 4.287275 | 4.455447e+03 | 0.0603099 | 0.0175363 | 0.1309730 | 0.0520042 | 4.455447e+05 | 0.5847265 | 0.5520456 | 0.9713219 | 1.1616854 | log | +| Byrock-1-3-1 | Q2 | 0.7748944 | 7.457640e+04 | 11.277638 | 11.206787 | 14.870362 | 15.148500 | 3.595793 | 7.257341e+04 | 0.0886312 | 0.0312367 | 0.1815853 | 0.0457972 | 7.257341e+06 | 0.8501210 | 0.9042470 | 1.2580601 | 1.0632450 | log | +| Byrock-1-3-1 | Q3 | 0.8961638 | 5.098855e+04 | 10.524146 | 10.730738 | 14.454326 | 14.367349 | 4.586858 | 3.598215e+04 | 0.1025967 | 0.0255262 | 0.1428958 | 0.0524584 | 3.598215e+06 | 0.9894071 | 0.7755086 | 1.0104260 | 1.1985346 | log | +| Byrock-2-4-1 | Q1 | -0.7678207 | 2.660677e+12 | 28.574116 | 28.537293 | 32.257873 | 32.407377 | 9.584799 | 2.083806e+12 | 0.0932624 | 0.0279024 | 0.1364497 | 0.0511818 | 2.083806e+14 | 0.8896663 | 0.8454010 | 1.0301728 | 1.1524423 | log | +| Byrock-2-4-1 | Q2 | -0.1892172 | 1.836782e+07 | 16.549941 | 16.608151 | 19.871781 | 20.012099 | 6.801189 | 9.305802e+06 | 0.0862867 | 0.0204345 | 0.2001180 | 0.0500335 | 9.305802e+08 | 0.8585420 | 0.6380664 | 1.4291286 | 1.1354418 | log | +| Byrock-2-4-1 | Q3 | 0.0167582 | 1.828169e+12 | 28.160122 | 28.133677 | 31.895493 | 31.929063 | 8.736914 | 1.347499e+12 | 0.0830507 | 0.0280264 | 0.1746224 | 0.0519137 | 1.347499e+14 | 0.8052065 | 0.8519300 | 1.2832070 | 1.1677693 | log | +| Byrock-3-5-1 | Q1 | 0.0240440 | 1.772652e+02 | 5.169668 | 5.161461 | 7.587656 | 7.530727 | 3.364952 | 3.254610e+01 | 0.0179953 | 0.0060777 | 0.1490251 | 0.0451426 | 3.254610e+03 | 0.1799529 | 0.1921922 | 1.1639229 | 1.0234538 | log | +| Byrock-3-5-1 | Q2 | 0.1445468 | 3.214242e+02 | 5.765714 | 5.707200 | 8.800903 | 8.648371 | 3.295016 | 1.045370e+02 | 0.0318550 | 0.0133268 | 0.1148244 | 0.0485819 | 1.045370e+04 | 0.3185500 | 0.4214302 | 0.8359345 | 1.0830595 | log | +| Byrock-3-5-1 | Q3 | 0.1874443 | 2.042601e+03 | 7.574203 | 7.604936 | 9.935548 | 9.975207 | 4.167905 | 3.873220e+02 | 0.0218265 | 0.0060716 | 0.1576410 | 0.0457618 | 3.873220e+04 | 0.2182652 | 0.1920011 | 1.2108637 | 1.0445316 | log | +| Byrock-4-6-1 | Q1 | -3.8898161 | 3.739106e+28 | 65.627099 | 65.703935 | 69.989390 | 69.730616 | 19.909167 | 3.739066e+28 | 0.1079421 | 0.0346965 | 0.1500022 | 0.0506072 | 3.739066e+30 | 1.0068168 | 1.0079902 | 1.0712303 | 1.1495745 | log | +| Byrock-4-6-1 | Q2 | -1.8690307 | 3.789583e+05 | 12.689101 | 12.745476 | 16.050641 | 16.108140 | 6.617209 | 1.866554e+05 | 0.0683211 | 0.0196575 | 0.1377664 | 0.0491256 | 1.866554e+07 | 0.6832105 | 0.6156910 | 1.0401135 | 1.1447428 | log | +| Byrock-4-6-1 | Q3 | -1.1496573 | 1.728798e+10 | 23.440529 | 23.458100 | 27.198926 | 27.332738 | 7.742761 | 1.365450e+10 | 0.1388495 | 0.0273479 | 0.1632417 | 0.0508797 | 1.365450e+12 | 1.2876377 | 0.8236212 | 1.2106328 | 1.1377042 | log | +| Byrock-5-7-1 | Q1 | 0.4679234 | 4.505923e+04 | 10.614040 | 10.593556 | 14.219161 | 14.106786 | 4.556860 | 2.414637e+04 | 0.0544073 | 0.0219889 | 0.1427773 | 0.0480353 | 2.414637e+06 | 0.5413459 | 0.6795254 | 1.0295820 | 1.0826612 | log | +| Byrock-5-7-1 | Q2 | 0.8598803 | 1.735121e+03 | 7.415609 | 7.424956 | 10.073209 | 10.089460 | 3.804240 | 4.238088e+02 | 0.0212089 | 0.0082685 | 0.1801033 | 0.0465278 | 4.238088e+04 | 0.2120893 | 0.2614740 | 1.1532238 | 1.0589540 | log | +| Byrock-5-7-1 | Q3 | 0.9360056 | 1.427980e+05 | 11.684775 | 11.714460 | 15.158877 | 15.253724 | 4.703036 | 8.123021e+04 | 0.1107444 | 0.0229357 | 0.1596469 | 0.0546141 | 8.123021e+06 | 1.0794032 | 0.7113757 | 1.2671577 | 1.2212095 | log | +| Anglesea-1-1-1 | Q1 | 0.5911563 | 2.130915e+04 | 9.790339 | 9.877956 | 12.857475 | 13.041357 | 4.714125 | 8.285413e+03 | 0.0604851 | 0.0152229 | 0.1466432 | 0.0490011 | 8.285413e+05 | 0.6018194 | 0.4801856 | 1.0265025 | 1.0791378 | log | +| Anglesea-1-1-1 | Q2 | 0.5933596 | 6.561931e+04 | 11.046979 | 11.024744 | 14.039097 | 14.051076 | 5.257519 | 2.379733e+04 | 0.0608626 | 0.0139976 | 0.1364256 | 0.0514274 | 2.379733e+06 | 0.6055751 | 0.4424222 | 0.9352871 | 1.1704680 | log | +| Anglesea-1-1-1 | Q3 | 0.5893916 | 7.347069e+05 | 13.507847 | 13.371691 | 17.053448 | 17.292797 | 5.373869 | 5.876259e+05 | 0.0836105 | 0.0294548 | 0.1921948 | 0.0494772 | 5.876259e+07 | 0.7843364 | 0.8782268 | 1.3991996 | 1.1151594 | log | +| Anglesea-2-2-1 | Q1 | -0.4051920 | 3.192970e+07 | 17.173475 | 17.187155 | 20.956603 | 20.751195 | 6.973808 | 1.927039e+07 | 0.0837214 | 0.0229330 | 0.1262694 | 0.0489596 | 1.927039e+09 | 0.7942512 | 0.7090714 | 0.8470409 | 1.1143017 | log | +| Anglesea-2-2-1 | Q2 | -0.3408836 | 7.294267e+08 | 20.397678 | 20.243942 | 23.759397 | 23.844155 | 7.896012 | 4.060890e+08 | 0.0595846 | 0.0257756 | 0.1541023 | 0.0500921 | 4.060890e+10 | 0.5807586 | 0.8019489 | 1.1112475 | 1.1301283 | log | +| Anglesea-2-2-1 | Q3 | -0.2972084 | 2.447431e+09 | 21.660955 | 21.534587 | 25.290571 | 25.408009 | 8.160448 | 2.063967e+09 | 0.0892788 | 0.0300986 | 0.1720256 | 0.0502557 | 2.063967e+11 | 0.8375095 | 0.8882908 | 1.1793480 | 1.1271185 | log | +| Ardrossa-1-1-1 | Q1 | -2.5869552 | 5.737754e+51 | 119.125859 | 119.136272 | 123.018599 | 123.159059 | 35.797987 | 5.724790e+51 | 0.1099149 | 0.0315999 | 0.1852918 | 0.0483012 | 5.724790e+53 | 1.0133652 | 0.9120288 | 1.2429750 | 1.0637243 | log | +| Ardrossa-1-1-1 | Q2 | 0.0159150 | 1.086784e+22 | 50.652005 | 50.717534 | 54.691836 | 54.697908 | 14.345859 | 1.080879e+22 | 0.0968335 | 0.0347538 | 0.1962241 | 0.0481790 | 1.080879e+24 | 0.8821948 | 1.0066604 | 1.3594804 | 1.0708326 | log | +| Ardrossa-1-1-1 | Q3 | 0.9006509 | 3.717177e+18 | 42.639774 | 42.682349 | 46.447670 | 46.292058 | 12.285730 | 2.661137e+18 | 0.0648843 | 0.0265042 | 0.2257335 | 0.0542488 | 2.661137e+20 | 0.6324144 | 0.7990932 | 1.4802335 | 1.2166733 | log | +| Balmoral-1-1-1 | Q1 | -0.5512746 | 5.590831e+37 | 86.772873 | 86.795706 | 90.534199 | 90.489813 | 27.634489 | 3.584401e+37 | 0.0678892 | 0.0241480 | 0.1221204 | 0.0528687 | 3.584401e+39 | 0.6547000 | 0.7442917 | 0.8548425 | 1.2032707 | log | +| Balmoral-1-1-1 | Q2 | -0.1092410 | 9.832488e+45 | 105.930212 | 105.875669 | 109.833185 | 109.878685 | 26.714763 | 9.832487e+45 | 0.0981612 | 0.0297965 | 0.1859715 | 0.0464078 | 9.832487e+47 | 0.9103093 | 0.8646120 | 1.3150168 | 1.0623231 | log | +| Balmoral-1-1-1 | Q3 | 0.0688629 | 2.675938e+47 | 109.279514 | 109.133891 | 113.029003 | 113.140123 | 28.856299 | 2.675935e+47 | 0.0795868 | 0.0326933 | 0.1312189 | 0.0495213 | 2.675935e+49 | 0.7250705 | 0.9447166 | 1.0415181 | 1.1368358 | log | +| Bathurst-1-1-1 | Q1 | -2.7408892 | 4.078344e+66 | 153.276865 | 153.368905 | 157.321229 | 157.289087 | 43.694992 | 3.995943e+66 | 0.1123723 | 0.0300023 | 0.1324693 | 0.0515556 | 3.995943e+68 | 1.0113511 | 0.8803510 | 0.9081641 | 1.1388998 | log | +| Bathurst-1-1-1 | Q2 | -0.6304255 | 8.859665e+66 | 154.222243 | 154.054177 | 158.280893 | 158.116620 | 39.499616 | 8.858198e+66 | 0.0708235 | 0.0341671 | 0.1572093 | 0.0516098 | 8.858198e+68 | 0.6605973 | 0.9943745 | 1.0777724 | 1.1892662 | log | +| Bathurst-1-1-1 | Q3 | -1.0957071 | 3.706282e+57 | 132.619519 | 132.560245 | 136.661601 | 136.485655 | 40.537677 | 3.567701e+57 | 0.0780457 | 0.0299001 | 0.1252803 | 0.0494080 | 3.567701e+59 | 0.7110298 | 0.8773539 | 0.9034093 | 1.0914588 | log | +| Belgrave-1-1-1 | Q1 | -4.6348680 | 8.844755e+30 | 71.296307 | 71.196639 | 75.183978 | 75.236996 | 19.167151 | 8.844467e+30 | 0.0958479 | 0.0329267 | 0.1679065 | 0.0522088 | 8.844467e+32 | 0.8784606 | 0.9599706 | 1.1137658 | 1.1533311 | log | +| Belgrave-1-1-1 | Q2 | -2.9659322 | 7.462521e+16 | 38.792955 | 38.751306 | 42.494236 | 42.697128 | 13.995508 | 6.604302e+16 | 0.0855710 | 0.0301991 | 0.1685687 | 0.0487290 | 6.604302e+18 | 0.7795894 | 0.8978848 | 1.1556489 | 1.0972147 | log | +| Belgrave-1-1-1 | Q3 | -0.0626820 | 8.681966e+26 | 61.990953 | 61.983245 | 65.948220 | 65.999652 | 16.938481 | 8.681815e+26 | 0.1102213 | 0.0317896 | 0.1628938 | 0.0492383 | 8.681815e+28 | 1.0514439 | 0.9240893 | 1.1402566 | 1.1075871 | log | +| Byrock-1-8-1 | Q1 | -0.7637879 | 1.178469e+13 | 30.063457 | 30.056877 | 33.854568 | 34.085375 | 9.823992 | 1.107070e+13 | 0.1218141 | 0.0288926 | 0.2040725 | 0.0456549 | 1.107070e+15 | 1.1362061 | 0.8507400 | 1.4430105 | 1.0400903 | log | +| Byrock-1-8-1 | Q2 | -0.1290078 | 1.222062e+07 | 16.133252 | 16.195072 | 19.751745 | 19.671656 | 6.735496 | 7.231620e+06 | 0.0817792 | 0.0239725 | 0.1685812 | 0.0539958 | 7.231620e+08 | 0.8012690 | 0.7439195 | 1.2272895 | 1.2073821 | log | +| Byrock-1-8-1 | Q3 | 0.0928126 | 1.257225e+10 | 23.058863 | 23.094061 | 26.847729 | 26.857379 | 8.251346 | 8.410843e+09 | 0.0896458 | 0.0252986 | 0.1465488 | 0.0489643 | 8.410843e+11 | 0.8783459 | 0.7715026 | 1.0966705 | 1.0959697 | log | +| Byrock-2-9-1 | Q1 | -0.0473931 | 4.037172e+03 | 8.190947 | 8.162401 | 11.560833 | 11.698898 | 4.182934 | 2.159803e+03 | 0.0578255 | 0.0239839 | 0.1582298 | 0.0506176 | 2.159803e+05 | 0.5636134 | 0.7446604 | 1.1410110 | 1.1419854 | log | +| Byrock-2-9-1 | Q2 | 0.2470553 | 1.016539e+03 | 6.934151 | 6.874917 | 9.656301 | 9.739629 | 3.641788 | 3.245706e+02 | 0.0355084 | 0.0113909 | 0.1195000 | 0.0490903 | 3.245706e+04 | 0.3550838 | 0.3602126 | 0.8364998 | 1.0799877 | log | +| Byrock-2-9-1 | Q3 | 0.2391911 | 2.022052e+04 | 9.889574 | 9.867964 | 12.613312 | 12.792428 | 4.480070 | 6.382548e+03 | 0.0359084 | 0.0124341 | 0.2351584 | 0.0480972 | 6.382548e+05 | 0.3590841 | 0.3930039 | 1.6292252 | 1.0914993 | log | +| Byrock-3-10-1 | Q1 | -4.2290359 | 3.164272e+36 | 84.005225 | 84.033333 | 88.031131 | 87.911158 | 23.308686 | 3.164272e+36 | 0.1008722 | 0.0308326 | 0.1476000 | 0.0553539 | 3.164272e+38 | 0.9245086 | 0.9104771 | 1.0332001 | 1.2290570 | log | +| Byrock-3-10-1 | Q2 | -1.9800527 | 3.090563e+08 | 19.557118 | 19.442394 | 23.432783 | 23.530391 | 7.785679 | 2.963113e+08 | 0.0941209 | 0.0349851 | 0.1312067 | 0.0456284 | 2.963113e+10 | 0.8829321 | 1.0271581 | 0.9992402 | 1.0253706 | log | +| Byrock-3-10-1 | Q3 | -1.0995312 | 7.568312e+06 | 15.692442 | 15.728861 | 19.137564 | 19.023155 | 7.005957 | 3.571010e+06 | 0.0645296 | 0.0214596 | 0.1366561 | 0.0530064 | 3.571010e+08 | 0.6420616 | 0.6741861 | 0.9948711 | 1.1899904 | log | +| Bridport-1-1-1 | Q1 | 0.7394014 | 6.243871e+30 | 70.898206 | 70.821832 | 74.260476 | 74.634609 | 20.575407 | 4.838052e+30 | 0.0836891 | 0.0281635 | 0.1565479 | 0.0483131 | 4.838052e+32 | 0.7895210 | 0.8434942 | 1.1179758 | 1.0963987 | log | +| Bridport-1-1-1 | Q2 | 2.2272136 | 1.097660e+97 | 223.327292 | 223.325916 | 227.169006 | 227.017832 | 56.959270 | 8.291576e+96 | 0.0782397 | 0.0290013 | 0.1400018 | 0.0518044 | 8.291576e+98 | 0.7625862 | 0.8743769 | 1.0476772 | 1.1756287 | log | +| Bridport-1-1-1 | Q3 | 4.2192574 | 2.380269e+150 | NaN | NaN | NaN | NaN | 87.148301 | Inf | NA | NA | NA | NA | Inf | NA | NA | NA | NA | log | +| Buckland-1-1-1 | Q1 | 1.7767344 | 2.670170e+02 | 5.587912 | 5.587871 | 5.729823 | 5.684171 | 16.200594 | 3.734787e+00 | 0.0012686 | 0.0004370 | 0.1028897 | 0.0355450 | 3.734787e+02 | 0.0126858 | 0.0138177 | 0.9202735 | 0.9856923 | square_root | +| Buckland-1-1-1 | Q2 | 5.2968093 | 2.789606e+02 | 5.632330 | 5.630912 | 5.642764 | 5.730339 | 16.021971 | 3.855183e+00 | 0.0014357 | 0.0004254 | 0.1273263 | 0.0354514 | 3.855183e+02 | 0.0143570 | 0.0134519 | 1.1245157 | 0.9875626 | square_root | +| Buckland-1-1-1 | Q3 | 14.8646182 | 5.697100e+02 | 6.345326 | 6.345340 | 6.409446 | 6.421403 | 18.758489 | 7.525289e+00 | 0.0013796 | 0.0003979 | 0.1277639 | 0.0356997 | 7.525289e+02 | 0.0137958 | 0.0125831 | 1.1427551 | 0.9854671 | square_root | +| Boggabri-1-1-1 | Q1 | -0.6312717 | 2.218693e+46 | 106.637820 | 106.615978 | 110.593803 | 110.317339 | 31.540251 | 1.586221e+46 | 0.0918382 | 0.0275202 | 0.1476346 | 0.0507248 | 1.586221e+48 | 0.8856555 | 0.8274385 | 1.0013065 | 1.1387689 | log | +| Boggabri-1-1-1 | Q2 | -0.4110165 | 3.896899e+42 | 98.058575 | 98.009563 | 102.043563 | 102.010767 | 29.363909 | 3.828613e+42 | 0.0833340 | 0.0320130 | 0.1598613 | 0.0511243 | 3.828613e+44 | 0.7772877 | 0.9388053 | 1.2382806 | 1.1362954 | log | +| Boggabri-1-1-1 | Q3 | -0.1066361 | 2.011616e+51 | 118.003011 | 118.121266 | 122.177453 | 122.080154 | 32.494798 | 2.011616e+51 | 0.1122048 | 0.0330888 | 0.1567943 | 0.0498375 | 2.011616e+53 | 1.0585377 | 0.9504030 | 1.0518083 | 1.1099332 | log | +| Canberra-1-1-1 | Q1 | 6.1746021 | 2.604853e+193 | NaN | NaN | NaN | NaN | 115.699654 | Inf | NA | NA | NA | NA | Inf | NA | NA | NA | NA | log | +| Canberra-1-1-1 | Q2 | 1.7722519 | 6.365431e+69 | 160.648502 | 160.662467 | 164.719746 | 164.705485 | 44.506167 | 6.160315e+69 | 0.1016816 | 0.0310107 | 0.1476023 | 0.0493833 | 6.160315e+71 | 0.8864394 | 0.9057026 | 1.0010878 | 1.0796779 | log | +| Canberra-1-1-1 | Q3 | -0.0625496 | 4.235134e+46 | 107.316412 | 107.322890 | 111.359850 | 111.321270 | 27.863535 | 4.234573e+46 | 0.1016503 | 0.0303615 | 0.1333275 | 0.0534760 | 4.234573e+48 | 0.9204824 | 0.8783876 | 0.9706385 | 1.1813242 | log | +| Capertee-1-1-1 | Q1 | -2.2521741 | 1.265389e+19 | 43.970623 | 43.978345 | 48.181297 | 47.983759 | 12.638838 | 1.265340e+19 | 0.1115437 | 0.0313290 | 0.1300471 | 0.0486246 | 1.265340e+21 | 1.0404099 | 0.9052945 | 0.9287220 | 1.1077455 | log | +| Capertee-1-1-1 | Q2 | 0.3652208 | 1.444010e+16 | 37.254050 | 37.108787 | 41.086077 | 40.912654 | 12.013336 | 1.098829e+16 | 0.0753620 | 0.0284612 | 0.1131496 | 0.0517834 | 1.098829e+18 | 0.7109641 | 0.8538351 | 0.8617215 | 1.1590700 | log | +| Capertee-1-1-1 | Q3 | 1.4723831 | 4.501905e+22 | 51.996254 | 52.022072 | 55.692419 | 55.709595 | 14.435989 | 2.883572e+22 | 0.0733824 | 0.0265629 | 0.1830231 | 0.0466478 | 2.883572e+24 | 0.7114684 | 0.8161354 | 1.2811616 | 1.0708685 | log | +| Capertee-2-2-1 | Q1 | -2.2521741 | 1.192348e+17 | 39.289533 | 39.177946 | 42.721982 | 42.740655 | 14.087688 | 6.485547e+16 | 0.0598509 | 0.0229689 | 0.1307618 | 0.0485374 | 6.485547e+18 | 0.5894629 | 0.7116656 | 0.9153329 | 1.0842429 | log | +| Capertee-2-2-1 | Q2 | 0.3652208 | 1.150795e+18 | 41.399575 | 41.529467 | 45.434644 | 45.356403 | 12.654163 | 8.837285e+17 | 0.0925068 | 0.0254482 | 0.1889678 | 0.0485737 | 8.837285e+19 | 0.8727076 | 0.7566304 | 1.3227743 | 1.0915580 | log | +| Capertee-2-2-1 | Q3 | 1.4723831 | 3.467336e+20 | 47.171023 | 47.175111 | 51.228601 | 51.238991 | 14.896594 | 3.077993e+20 | 0.0959007 | 0.0303494 | 0.1177025 | 0.0424451 | 3.077993e+22 | 0.9493684 | 0.8967199 | 0.8886345 | 0.9509970 | log | +| Carnarvo-1-1-1 | Q1 | -0.1643253 | 7.891016e+32 | 75.885300 | 75.685656 | 79.740278 | 79.725102 | 20.055592 | 7.869652e+32 | 0.0911831 | 0.0348087 | 0.1818476 | 0.0472317 | 7.869652e+34 | 0.8155662 | 1.0046394 | 1.2598768 | 1.0655947 | log | +| Carnarvo-1-1-1 | Q2 | -0.0200811 | 1.867981e+28 | 65.069314 | 65.047018 | 69.411557 | 69.041304 | 19.804164 | 1.831269e+28 | 0.0878907 | 0.0308342 | 0.1193625 | 0.0505017 | 1.831269e+30 | 0.8007221 | 0.8941911 | 0.9011674 | 1.1281227 | log | +| Carnarvo-1-1-1 | Q3 | -0.1166450 | 1.198731e+30 | 69.084543 | 69.098186 | 72.883482 | 72.930476 | 21.367544 | 8.438580e+29 | 0.0980464 | 0.0283378 | 0.1422826 | 0.0504098 | 8.438580e+31 | 0.9455251 | 0.8590599 | 0.9959785 | 1.1372966 | log | +| Cessnock-1-1-1 | Q2 | -0.7498301 | 2.002201e+35 | 81.359801 | 81.247575 | 85.068108 | 85.230943 | 23.292532 | 2.000444e+35 | 0.0858494 | 0.0332849 | 0.1706821 | 0.0496866 | 2.000444e+37 | 0.8007499 | 0.9664102 | 1.0928984 | 1.1652541 | log | +| Cessnock-1-1-1 | Q3 | 0.7817424 | 1.696308e+15 | 34.883468 | 34.930967 | 38.104053 | 38.405227 | 11.696959 | 8.207132e+14 | 0.0641658 | 0.0194166 | 0.1586604 | 0.0466577 | 8.207132e+16 | 0.6352089 | 0.6084549 | 1.0282367 | 1.0453828 | log | +| Cassilis-1-1-1 | Q1 | 0.4734463 | 3.849697e+98 | 226.999363 | 226.944359 | 231.091876 | 230.955803 | 57.483334 | 3.849697e+98 | 0.1225367 | 0.0322981 | 0.1502970 | 0.0509632 | 3.849697e+100 | 1.0822153 | 0.9471667 | 1.0520787 | 1.1531662 | log | +| Cassilis-1-1-1 | Q2 | 0.0554181 | 1.677908e+26 | 60.371576 | 60.314038 | 64.143407 | 64.040638 | 20.206276 | 1.220182e+26 | 0.0954235 | 0.0264788 | 0.1542184 | 0.0491904 | 1.220182e+28 | 0.9349556 | 0.7970069 | 1.0684563 | 1.0910960 | log | +| Cassilis-1-1-1 | Q3 | 0.0910810 | 3.963405e+30 | 70.444286 | 70.316982 | 74.054716 | 74.032234 | 21.510647 | 2.581524e+30 | 0.0730106 | 0.0281491 | 0.1374163 | 0.0473529 | 2.581524e+32 | 0.7078641 | 0.8694394 | 1.0283295 | 1.0942510 | log | +| Charlton-1-1-1 | Q1 | 0.9274501 | 2.328224e+17 | 39.900971 | 39.865157 | 43.811683 | 43.852272 | 12.958318 | 2.114734e+17 | 0.1117411 | 0.0299285 | 0.1395399 | 0.0551705 | 2.114734e+19 | 1.0422514 | 0.8792049 | 1.0627039 | 1.2434801 | log | +| Charlton-1-1-1 | Q2 | 0.9252982 | 4.603821e+15 | 36.048382 | 35.963692 | 39.751453 | 39.885944 | 11.665183 | 3.834892e+15 | 0.1057327 | 0.0316962 | 0.1896369 | 0.0493524 | 3.834892e+17 | 0.9974803 | 0.9434599 | 1.3274585 | 1.0924623 | log | +| Charlton-1-1-1 | Q3 | 2.6287113 | 6.113665e+20 | 47.598879 | 47.706482 | 51.220182 | 51.537602 | 15.332448 | 4.222488e+20 | 0.1140161 | 0.0262447 | 0.1746762 | 0.0470043 | 4.222488e+22 | 1.0936043 | 0.7973367 | 1.2474374 | 1.0749512 | log | +| Childers-1-1-1 | Q1 | -5.1510550 | 1.807408e+34 | 78.884741 | 78.759348 | 82.441836 | 82.599714 | 25.892550 | 1.329281e+34 | 0.0697676 | 0.0276600 | 0.1898047 | 0.0465654 | 1.329281e+36 | 0.6655407 | 0.8339374 | 1.4455098 | 1.0422743 | log | +| Childers-1-1-1 | Q2 | -5.0682978 | 4.492783e+33 | 77.432630 | 77.475448 | 81.497035 | 81.513397 | 23.727383 | 4.491164e+33 | 0.1035432 | 0.0309468 | 0.1657226 | 0.0525912 | 4.491164e+35 | 0.9433234 | 0.8995899 | 1.1117012 | 1.1522161 | log | +| Childers-1-1-1 | Q3 | -5.2657308 | 2.518480e+35 | 81.350867 | 81.363645 | 84.892948 | 85.112349 | 25.298804 | 1.782230e+35 | 0.0937080 | 0.0262559 | 0.2663713 | 0.0500944 | 1.782230e+37 | 0.9085328 | 0.7994053 | 1.9022713 | 1.1323992 | log | +| Childers-2-2-1 | Q1 | -2.4720448 | 4.320318e+42 | 98.110158 | 98.120948 | 101.867935 | 102.073697 | 26.733695 | 4.320316e+42 | 0.0823046 | 0.0320582 | 0.1924910 | 0.0508925 | 4.320316e+44 | 0.7720854 | 0.9296880 | 1.3746605 | 1.1470597 | log | +| Childers-2-2-1 | Q2 | -1.3971269 | 3.613851e+35 | 81.672031 | 81.840101 | 85.656406 | 85.791069 | 26.837646 | 3.062012e+35 | 0.1301651 | 0.0275084 | 0.1336001 | 0.0501603 | 3.062012e+37 | 1.2071018 | 0.8095139 | 0.9726233 | 1.1227399 | log | +| Childers-2-2-1 | Q3 | -1.0963085 | 1.644905e+43 | 99.467913 | 99.443987 | 103.494719 | 103.450710 | 28.659059 | 1.641121e+43 | 0.1097041 | 0.0318406 | 0.1469680 | 0.0527922 | 1.641121e+45 | 0.9750717 | 0.9353756 | 1.0495614 | 1.1922152 | log | + +# BT checking + +``` r +bt <- targets::tar_read(ManyEcoEvo_yi) %>% + filter(dataset == "blue tit") %>% + pluck("data", 1) + +back_transformed_se_bt <- + back_transform_response_vars_yi(bt) %>% + select( + "id_col", + ends_with("data"), + starts_with("transformation"), + -review_data + ) %>% + rowwise(id_col) %>% + mutate(yi_data = list(left_join(augmented_data, back_transformed_data, + by = join_by(scenario), + suffix = c(".aug", ".back") + ))) %>% + unnest(yi_data) %>% + ungroup() %>% + select(contains("id"), starts_with("estimate"), starts_with("se"), starts_with("sd"), transformation_type) %>% + rename("sd.fit.back" = "sd.fit") +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ✔ Applied back-transformation for squared effect sizes or out-of-sample predictions. +#> ✔ Applied back-transformation for squared effect sizes or out-of-sample predictions. +#> ✔ Applied back-transformation for squared effect sizes or out-of-sample predictions. +#> ✔ Applied back-transformation for squared effect sizes or out-of-sample predictions. +#> ✔ Applied back-transformation for squared effect sizes or out-of-sample predictions. +#> ✔ Applied back-transformation for squared effect sizes or out-of-sample predictions. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ✔ Applied back-transformation for ^100 effect sizes or out of sample predictions. +#> ✔ Applied back-transformation for cubed effect sizes +#> ✔ Applied back-transformation for ^100 effect sizes or out of sample predictions. +#> ✔ Applied back-transformation for cubed effect sizes +#> ✔ Applied back-transformation for ^100 effect sizes or out of sample predictions. +#> ✔ Applied back-transformation for cubed effect sizes +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ✔ Applied back-transformation for log-transformed effect sizes or out-of-sample predictions, using 10000 simulations. +#> ✔ Applied back-transformation for log-transformed effect sizes or out-of-sample predictions, using 10000 simulations. +#> ✔ Applied back-transformation for log-transformed effect sizes or out-of-sample predictions, using 10000 simulations. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ✔ Applied back-transformation for ^14 effect sizes or out of sample predictions. +#> ✔ Applied back-transformation for ^14 effect sizes or out of sample predictions. +#> ✔ Applied back-transformation for ^14 effect sizes or out of sample predictions. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +#> ℹ No back-transformation required, identity link used. +``` + +``` r +check_transformations_se <- + back_transformed_se %>% + rowwise(id_col, scenario) %>% + mutate( + log_transformed_se = list(log_transform( + estimate = fit.back, + std.error = se.fit.back, + sim = 100 + ) %>% + rename_with(~ paste0(.x, "SE"))), + log_transformed_sd = list(log_transform( + estimate = + fit.back, + std.error = sd.fit.back, + sim = 100 + ) %>% + rename_with(~ paste0(.x, "SD"))) + ) %>% + unnest(cols = c(log_transformed_se, log_transformed_sd)) %>% + relocate(contains("mean_log"), .after = starts_with("fit")) %>% + relocate(contains("se_log"), .after = starts_with("se.")) %>% + relocate(contains("sd_log"), .after = starts_with("sd.")) %>% + select(-contains("ci"), -contains("lower"), -contains("upper")) +#> Error in `rowwise()`: +#> ! Can't select columns that don't exist. +#> ✖ Column `scenario` doesn't exist. +``` + +``` r +check_transformations_se %>% knitr::kable() +``` + +| id_col | SurveyID | fit.aug | fit.back | mean_logSE | mean_logSD | se.fit.aug | se.fit.back | se_logSE | se_logSD | sd.fit.back | sd_logSE | sd_logSD | transformation_type | +|:---------------|:---------|------------:|-------------:|------------:|------------:|-----------:|-------------:|----------:|----------:|-------------:|----------:|----------:|:--------------------| +| Bodalla-1-1-1 | Q1 | 1.5851971 | 7.185008e+00 | 1.9742976 | 1.9151461 | 0.8723829 | 7.869000e-02 | 0.0011611 | 0.1102517 | 7.869001e+00 | 0.0116111 | 1.0104736 | log | +| Bodalla-1-1-1 | Q2 | 1.6899319 | 8.287831e+00 | 2.1140904 | 2.0188456 | 0.9192349 | 9.219130e-02 | 0.0011023 | 0.1343474 | 9.219126e+00 | 0.0110233 | 1.2239634 | log | +| Bodalla-1-1-1 | Q3 | 1.8732339 | 1.024943e+01 | 2.3265762 | 2.5109066 | 0.9356753 | 1.187250e-01 | 0.0012425 | 0.0832695 | 1.187250e+01 | 0.0124249 | 0.7722096 | log | +| Brookto-1-1-1 | Q1 | 0.2833457 | 2.378892e+00 | 0.8645376 | 1.0787317 | 1.0667770 | 3.388960e-02 | 0.0014839 | 0.1050550 | 3.388956e+00 | 0.0148395 | 0.9037171 | log | +| Brookto-1-1-1 | Q2 | 1.4072346 | 5.463457e+01 | 3.9796380 | 5.6469770 | 2.2815853 | 4.342509e+00 | 0.0080283 | 0.0951577 | 4.342509e+02 | 0.0802829 | 0.7492726 | log | +| Brookto-1-1-1 | Q3 | 5.7457778 | 3.737325e+07 | 17.3099151 | 20.8818569 | 5.2329493 | 2.033511e+07 | 0.0700479 | 0.1679675 | 2.033511e+09 | 0.6898914 | 1.1757723 | log | +| Broulee-1-1-1 | Q1 | 0.4346053 | 1.922855e+00 | 0.6538082 | 0.6354653 | 0.6571400 | 1.404230e-02 | 0.0007688 | 0.0733548 | 1.404234e+00 | 0.0076883 | 0.7112013 | log | +| Broulee-1-1-1 | Q2 | 0.8406579 | 3.544205e+00 | 1.2656664 | 1.2198265 | 0.9118278 | 4.194710e-02 | 0.0011835 | 0.1130157 | 4.194713e+00 | 0.0118347 | 1.0296217 | log | +| Broulee-1-1-1 | Q3 | 1.0731579 | 4.954993e+00 | 1.5987144 | 1.5721493 | 1.0332875 | 6.559410e-02 | 0.0013754 | 0.1058991 | 6.559413e+00 | 0.0137542 | 0.9292605 | log | +| Candelo-3-3-1 | Q3 | -5.0396807 | 5.591623e+42 | 98.3904998 | 102.1208060 | 30.7165827 | 5.214400e+42 | 0.0972423 | 0.1638235 | 5.214400e+44 | 0.8697619 | 1.1699337 | log | +| Bonalbo-1-1-1 | Q1 | -0.5920938 | 5.513532e+00 | 1.7180867 | 2.7324719 | 2.1554785 | 2.863244e-01 | 0.0047212 | 0.1467825 | 2.863244e+01 | 0.0472120 | 1.1274574 | log | +| Bonalbo-1-1-1 | Q2 | -0.4921883 | 2.593773e+00 | 0.9542607 | 1.8360526 | 1.7012812 | 8.935630e-02 | 0.0040513 | 0.1102188 | 8.935627e+00 | 0.0405127 | 0.8537512 | log | +| Bonalbo-1-1-1 | Q3 | 0.2393517 | 5.393076e+00 | 1.6856044 | 2.7395259 | 1.7070275 | 1.824799e-01 | 0.0032947 | 0.1009927 | 1.824799e+01 | 0.0329474 | 0.7757393 | log | +| Bonalbo-2-2-1 | Q1 | 1.3991986 | 4.320508e+00 | 1.4632130 | 1.3657211 | 0.3711310 | 1.654430e-02 | 0.0003378 | 0.0466380 | 1.654428e+00 | 0.0033777 | 0.4640426 | log | +| Bonalbo-2-2-1 | Q2 | 2.1020093 | 8.612225e+00 | 2.1530653 | 2.1268084 | 0.3295377 | 2.916330e-02 | 0.0003403 | 0.0333910 | 2.916326e+00 | 0.0034033 | 0.3322366 | log | +| Bonalbo-2-2-1 | Q3 | 1.7446511 | 6.024808e+00 | 1.7960545 | 1.6737126 | 0.3250398 | 2.007390e-02 | 0.0003285 | 0.0455384 | 2.007387e+00 | 0.0032853 | 0.4553836 | log | +| Carcoar-1-1-1 | Q1 | -0.6956728 | 1.495947e+00 | 0.4063912 | 1.0257274 | 1.4810843 | 4.103320e-02 | 0.0028795 | 0.1213060 | 4.103317e+00 | 0.0287951 | 1.0435136 | log | +| Carcoar-1-1-1 | Q2 | -0.0766375 | 2.244615e+00 | 0.8107660 | 1.1168629 | 1.3375462 | 4.671930e-02 | 0.0019353 | 0.1292826 | 4.671929e+00 | 0.0193532 | 1.0816558 | log | +| Carcoar-1-1-1 | Q3 | 0.1020235 | 2.786652e+00 | 1.0233677 | 1.0708978 | 1.3688037 | 6.071730e-02 | 0.0022657 | 0.1431203 | 6.071730e+00 | 0.0226568 | 1.1627144 | log | +| Carnama-1-1-1 | Q1 | -4.5723153 | 1.829180e-02 | -4.0007902 | -3.7059829 | 1.0822138 | 2.748000e-04 | 0.0014693 | 0.1205910 | 2.747510e-02 | 0.0146926 | 1.0373631 | log | +| Carnama-1-1-1 | Q2 | -4.9098889 | 1.547440e-02 | -4.1709116 | -3.8045401 | 1.2475369 | 2.705000e-04 | 0.0018760 | 0.1014724 | 2.704600e-02 | 0.0187602 | 0.8610221 | log | +| Carnama-1-1-1 | Q3 | -4.2049548 | 2.495010e-02 | -3.6920322 | -3.7144186 | 1.0205378 | 3.298000e-04 | 0.0013173 | 0.1617155 | 3.297980e-02 | 0.0131734 | 1.3722013 | log | +| Aberdeen-1-1-1 | Q1 | -1.0337667 | 2.731342e+00 | 1.0165656 | 2.0248275 | 2.0488307 | 1.245104e-01 | 0.0045054 | 0.1501397 | 1.245104e+01 | 0.0450537 | 1.0401986 | log | +| Aberdeen-1-1-1 | Q2 | -1.9528873 | 9.036609e-01 | -0.1003260 | 0.6192688 | 1.9726538 | 3.616690e-02 | 0.0039038 | 0.1422366 | 3.616695e+00 | 0.0390379 | 1.0738628 | log | +| Aberdeen-1-1-1 | Q3 | -1.9314743 | 1.377315e+00 | 0.3337775 | 1.9664001 | 2.1221178 | 1.080870e-01 | 0.0078973 | 0.1211268 | 1.080870e+01 | 0.0789731 | 0.9614144 | log | +| Andamook-1-1-1 | Q1 | -1.8745206 | 3.257053e-01 | -1.1219291 | -0.6055925 | 1.2174532 | 6.611800e-03 | 0.0022133 | 0.1060912 | 6.611843e-01 | 0.0221333 | 0.8420725 | log | +| Andamook-1-1-1 | Q2 | -1.2400476 | 5.354131e-01 | -0.6249667 | -0.3790699 | 1.1344629 | 8.036300e-03 | 0.0016473 | 0.1078920 | 8.036349e-01 | 0.0164733 | 0.9343725 | log | +| Andamook-1-1-1 | Q3 | -0.9914583 | 8.059816e-01 | -0.2179857 | 0.0457342 | 1.2697775 | 1.479920e-02 | 0.0017360 | 0.1214625 | 1.479918e+00 | 0.0173598 | 1.0306439 | log | +| Andamook-2-2-1 | Q1 | -0.9079854 | 1.222733e+00 | 0.2018887 | 0.9011096 | 1.4972319 | 3.374580e-02 | 0.0026834 | 0.1334970 | 3.374585e+00 | 0.0268337 | 1.0254101 | log | +| Andamook-2-2-1 | Q2 | -0.8257150 | 1.299997e+00 | 0.2611932 | 1.1201013 | 1.4583591 | 3.983490e-02 | 0.0027720 | 0.1198108 | 3.983486e+00 | 0.0277204 | 0.9124518 | log | +| Andamook-2-2-1 | Q3 | -0.7810521 | 1.518448e+00 | 0.4087646 | 1.2690156 | 1.5396697 | 5.490480e-02 | 0.0038418 | 0.1349605 | 5.490479e+00 | 0.0384176 | 1.0540751 | log | +| Andamook-3-3-1 | Q1 | -1.7073391 | 3.700303e-01 | -0.9943606 | -0.6379586 | 1.1915106 | 7.246300e-03 | 0.0018053 | 0.1163177 | 7.246338e-01 | 0.0180529 | 0.9662077 | log | +| Andamook-3-3-1 | Q2 | -1.3400380 | 4.811287e-01 | -0.7338881 | -0.5736016 | 1.0989661 | 7.237800e-03 | 0.0013974 | 0.1128865 | 7.237802e-01 | 0.0139742 | 0.9511982 | log | +| Andamook-3-3-1 | Q3 | -1.2409555 | 6.302212e-01 | -0.4651439 | -0.2158884 | 1.2584827 | 1.206480e-02 | 0.0020368 | 0.1311125 | 1.206475e+00 | 0.0203679 | 1.1278722 | log | +| Andamook-4-4-1 | Q1 | -0.9137866 | 1.373214e+00 | 0.3183676 | 1.2288189 | 1.5831958 | 3.798740e-02 | 0.0028177 | 0.0881012 | 3.798740e+00 | 0.0281770 | 0.7102947 | log | +| Andamook-4-4-1 | Q2 | -1.0411564 | 1.068675e+00 | 0.0653777 | 0.6875510 | 1.4818142 | 2.739870e-02 | 0.0025858 | 0.1468789 | 2.739869e+00 | 0.0258582 | 1.2022559 | log | +| Andamook-4-4-1 | Q3 | -0.8395543 | 1.417260e+00 | 0.3493214 | 1.1140371 | 1.5402167 | 3.847230e-02 | 0.0027530 | 0.1102631 | 3.847231e+00 | 0.0275304 | 0.8889692 | log | +| Byrock-1-3-1 | Q1 | 0.4342374 | 1.586399e+00 | 0.4618093 | 0.4622519 | 0.2291645 | 3.657000e-03 | 0.0002312 | 0.0229230 | 3.656989e-01 | 0.0023116 | 0.2292300 | log | +| Byrock-1-3-1 | Q2 | 0.7748944 | 2.214975e+00 | 0.7949481 | 0.7473552 | 0.1922032 | 4.276000e-03 | 0.0001913 | 0.0214146 | 4.276019e-01 | 0.0019126 | 0.2141459 | log | +| Byrock-1-3-1 | Q3 | 0.8961638 | 2.515504e+00 | 0.9225081 | 0.9140426 | 0.2451779 | 6.291400e-03 | 0.0002287 | 0.0231917 | 6.291434e-01 | 0.0022871 | 0.2319173 | log | +| Byrock-2-4-1 | Q1 | -0.7678207 | 5.271333e-01 | -0.6405786 | -0.6547663 | 0.5123291 | 2.876500e-03 | 0.0004719 | 0.0558063 | 2.876510e-01 | 0.0047194 | 0.5552662 | log | +| Byrock-2-4-1 | Q2 | -0.1892172 | 8.859478e-01 | -0.1208503 | -0.2592823 | 0.3635388 | 3.324400e-03 | 0.0003905 | 0.0544151 | 3.324405e-01 | 0.0039051 | 0.5441509 | log | +| Byrock-2-4-1 | Q3 | 0.0167582 | 1.126536e+00 | 0.1194521 | -0.0981941 | 0.4670077 | 5.577500e-03 | 0.0004739 | 0.0640086 | 5.577539e-01 | 0.0047386 | 0.6336526 | log | +| Byrock-3-5-1 | Q1 | 0.0240440 | 1.038290e+00 | 0.0377063 | 0.0417317 | 0.1798642 | 1.897200e-03 | 0.0001734 | 0.0164928 | 1.897248e-01 | 0.0017340 | 0.1649285 | log | +| Byrock-3-5-1 | Q2 | 0.1445468 | 1.171557e+00 | 0.1583767 | 0.1583441 | 0.1761260 | 2.075100e-03 | 0.0001798 | 0.0178393 | 2.075091e-01 | 0.0017975 | 0.1783925 | log | +| Byrock-3-5-1 | Q3 | 0.1874443 | 1.232098e+00 | 0.2081431 | 0.1738788 | 0.2227839 | 2.762000e-03 | 0.0002539 | 0.0223333 | 2.761985e-01 | 0.0025391 | 0.2233333 | log | +| Byrock-4-6-1 | Q1 | -3.8898161 | 3.634020e-02 | -3.3161079 | -3.1609452 | 1.0641897 | 5.316000e-04 | 0.0014117 | 0.1090095 | 5.316060e-02 | 0.0141174 | 0.9750104 | log | +| Byrock-4-6-1 | Q2 | -1.8690307 | 1.644894e-01 | -1.8047711 | -1.8201574 | 0.3537047 | 6.091000e-04 | 0.0003950 | 0.0368364 | 6.091430e-02 | 0.0039497 | 0.3683640 | log | +| Byrock-4-6-1 | Q3 | -1.1496573 | 3.437087e-01 | -1.0680729 | -1.0798291 | 0.4138680 | 1.479800e-03 | 0.0004383 | 0.0424453 | 1.479806e-01 | 0.0043827 | 0.4201870 | log | +| Byrock-5-7-1 | Q1 | 0.4679234 | 1.649567e+00 | 0.5001464 | 0.5023073 | 0.2435744 | 4.053100e-03 | 0.0002627 | 0.0250419 | 4.053086e-01 | 0.0026266 | 0.2504193 | log | +| Byrock-5-7-1 | Q2 | 0.8598803 | 2.417285e+00 | 0.8822850 | 0.8616443 | 0.2033452 | 5.011500e-03 | 0.0002248 | 0.0214034 | 5.011534e-01 | 0.0022477 | 0.2140340 | log | +| Byrock-5-7-1 | Q3 | 0.9360056 | 2.621485e+00 | 0.9639686 | 0.9346296 | 0.2513879 | 6.580500e-03 | 0.0002749 | 0.0275348 | 6.580492e-01 | 0.0027494 | 0.2753477 | log | +| Anglesea-1-1-1 | Q1 | 0.5911563 | 1.861236e+00 | 0.6215967 | 0.5951851 | 0.2519806 | 4.716300e-03 | 0.0002364 | 0.0275754 | 4.716252e-01 | 0.0023644 | 0.2757538 | log | +| Anglesea-1-1-1 | Q2 | 0.5933596 | 1.878449e+00 | 0.6300985 | 0.6449572 | 0.2810262 | 5.360200e-03 | 0.0002881 | 0.0283123 | 5.360164e-01 | 0.0028806 | 0.2831234 | log | +| Anglesea-1-1-1 | Q3 | 0.5893916 | 1.887189e+00 | 0.6351892 | 0.6389456 | 0.2872454 | 5.582400e-03 | 0.0003237 | 0.0277341 | 5.582442e-01 | 0.0032372 | 0.2773407 | log | +| Anglesea-2-2-1 | Q1 | -0.4051920 | 7.114075e-01 | -0.3409553 | -0.4398193 | 0.3727657 | 2.745700e-03 | 0.0004062 | 0.0452938 | 2.745718e-01 | 0.0040620 | 0.4506672 | log | +| Anglesea-2-2-1 | Q2 | -0.3408836 | 7.738815e-01 | -0.2559967 | -0.3926576 | 0.4220596 | 3.351000e-03 | 0.0004196 | 0.0575622 | 3.351022e-01 | 0.0041965 | 0.5756221 | log | +| Anglesea-2-2-1 | Q3 | -0.2972084 | 8.217712e-01 | -0.1968747 | -0.3698595 | 0.4361943 | 3.753900e-03 | 0.0004460 | 0.0802767 | 3.753925e-01 | 0.0044597 | 0.8027666 | log | +| Ardrossa-1-1-1 | Q1 | -2.5869552 | 4.991938e-01 | -0.6996363 | 0.1458645 | 1.9134829 | 2.553260e-02 | 0.0050549 | 0.2149389 | 2.553265e+00 | 0.0505488 | 1.5198477 | log | +| Ardrossa-1-1-1 | Q2 | 0.0159150 | 1.352646e+00 | 0.3010376 | 0.3316545 | 0.7668184 | 1.189060e-02 | 0.0009096 | 0.0995719 | 1.189060e+00 | 0.0090961 | 0.9180072 | log | +| Ardrossa-1-1-1 | Q3 | 0.9006509 | 3.005853e+00 | 1.1013378 | 0.9514020 | 0.6566999 | 2.193620e-02 | 0.0007098 | 0.0925309 | 2.193622e+00 | 0.0070979 | 0.9113233 | log | +| Atherton-3-3-1 | Q2 | -10.6439029 | 4.557833e+87 | 201.8977817 | 205.6045019 | 57.5937861 | 4.557832e+87 | 0.0888410 | 0.1648628 | 4.557832e+89 | 0.8093796 | 1.1059334 | log | +| Atherton-3-3-1 | Q3 | -9.9797138 | 4.368886e+54 | 125.9155915 | 129.3381524 | 37.0515469 | 4.368811e+54 | 0.1056659 | 0.1854108 | 4.368811e+56 | 0.9741917 | 1.3624853 | log | +| Balmoral-1-1-1 | Q1 | -0.5512746 | 1.680260e+00 | 0.5225443 | 0.9101738 | 1.4771256 | 4.414650e-02 | 0.0025812 | 0.1657995 | 4.414654e+00 | 0.0258123 | 1.3159928 | log | +| Balmoral-1-1-1 | Q2 | -0.1092410 | 2.608455e+00 | 0.9579468 | 1.5825067 | 1.4279641 | 6.786540e-02 | 0.0023027 | 0.1374947 | 6.786541e+00 | 0.0230269 | 1.0650297 | log | +| Balmoral-1-1-1 | Q3 | 0.0688629 | 3.460681e+00 | 1.2402698 | 1.7115925 | 1.5424340 | 9.474580e-02 | 0.0028338 | 0.1350850 | 9.474581e+00 | 0.0283383 | 1.1057180 | log | +| Bathurst-1-1-1 | Q1 | -2.7408892 | 9.503118e-01 | -0.0563314 | 1.5026455 | 2.3524593 | 7.386210e-02 | 0.0083963 | 0.1349107 | 7.386213e+00 | 0.0839632 | 0.9728549 | log | +| Bathurst-1-1-1 | Q2 | -0.6304255 | 5.376034e+00 | 1.6740734 | 2.9712790 | 2.1265878 | 3.777551e-01 | 0.0071100 | 0.1327271 | 3.777551e+01 | 0.0710998 | 0.8903607 | log | +| Bathurst-1-1-1 | Q3 | -1.0957071 | 4.829100e+00 | 1.5691695 | 3.8181846 | 2.1824751 | 1.049019e+00 | 0.0212580 | 0.1702563 | 1.049019e+02 | 0.2125803 | 1.2277353 | log | +| Belgrave-1-1-1 | Q1 | -4.6348680 | 2.030590e-02 | -3.8935633 | -3.8486388 | 1.1886963 | 3.550000e-04 | 0.0016389 | 0.1356566 | 3.549780e-02 | 0.0163889 | 1.1903819 | log | +| Belgrave-1-1-1 | Q2 | -2.9659322 | 7.646080e-02 | -2.5725425 | -2.6464437 | 0.8679646 | 7.962000e-04 | 0.0010781 | 0.1174161 | 7.962010e-02 | 0.0107814 | 1.1200778 | log | +| Belgrave-1-1-1 | Q3 | -0.0626820 | 1.612215e+00 | 0.4763947 | 0.6139963 | 1.0504800 | 2.228240e-02 | 0.0012916 | 0.1100875 | 2.228239e+00 | 0.0129163 | 0.9276139 | log | +| Bencubbi-1-1-1 | Q1 | -0.5004514 | 1.897596e+00 | 0.6434081 | 1.4133872 | 1.4943452 | 5.850820e-02 | 0.0029109 | 0.1145763 | 5.850824e+00 | 0.0291087 | 0.8948699 | log | +| Bencubbi-1-1-1 | Q2 | -0.1980142 | 2.389234e+00 | 0.8654046 | 1.2257638 | 1.4664179 | 5.701460e-02 | 0.0025707 | 0.1498947 | 5.701457e+00 | 0.0257071 | 1.1707154 | log | +| Bencubbi-1-1-1 | Q3 | -0.2069766 | 2.543096e+00 | 0.9319334 | 1.4704848 | 1.5452017 | 6.519920e-02 | 0.0025759 | 0.1284219 | 6.519918e+00 | 0.0257589 | 1.0433043 | log | +| Byrock-1-8-1 | Q1 | -0.7637879 | 5.339554e-01 | -0.6272185 | -0.7504748 | 0.5251145 | 3.011100e-03 | 0.0006210 | 0.1243202 | 3.011088e-01 | 0.0062103 | 1.2307070 | log | +| Byrock-1-8-1 | Q2 | -0.1290078 | 9.427828e-01 | -0.0582300 | -0.1700551 | 0.3600274 | 3.579100e-03 | 0.0003766 | 0.0492002 | 3.579133e-01 | 0.0037657 | 0.4920024 | log | +| Byrock-1-8-1 | Q3 | 0.0928126 | 1.201713e+00 | 0.1836693 | 0.1542570 | 0.4410530 | 5.663100e-03 | 0.0004380 | 0.0468881 | 5.663129e-01 | 0.0043804 | 0.4641685 | log | +| Byrock-2-9-1 | Q1 | -0.0473931 | 9.771759e-01 | -0.0231669 | -0.0622361 | 0.2235873 | 2.216600e-03 | 0.0002240 | 0.0225710 | 2.216567e-01 | 0.0022403 | 0.2257095 | log | +| Byrock-2-9-1 | Q2 | 0.2470553 | 1.301195e+00 | 0.2631441 | 0.2253966 | 0.1946618 | 2.514200e-03 | 0.0002071 | 0.0222085 | 2.514243e-01 | 0.0020707 | 0.2220846 | log | +| Byrock-2-9-1 | Q3 | 0.2391911 | 1.309252e+00 | 0.2692101 | 0.2918451 | 0.2394698 | 3.182400e-03 | 0.0002278 | 0.0251346 | 3.182419e-01 | 0.0022782 | 0.2513462 | log | +| Byrock-3-10-1 | Q1 | -4.2290359 | 3.231360e-02 | -3.4319196 | -3.0421504 | 1.2459017 | 5.978000e-04 | 0.0020098 | 0.1113293 | 5.978350e-02 | 0.0200984 | 0.9247706 | log | +| Byrock-3-10-1 | Q2 | -1.9800527 | 1.504480e-01 | -1.8939888 | -2.0635641 | 0.4161620 | 6.698000e-04 | 0.0004962 | 0.0903839 | 6.697800e-02 | 0.0049621 | 0.8901783 | log | +| Byrock-3-10-1 | Q3 | -1.0995312 | 3.563030e-01 | -1.0324189 | -1.0548565 | 0.3744842 | 1.378400e-03 | 0.0003814 | 0.0461859 | 1.378413e-01 | 0.0038142 | 0.4618594 | log | +| Branxton-1-1-1 | Q1 | -3.3129356 | 9.252930e-02 | -2.3779705 | -1.7403422 | 1.3676843 | 1.999700e-03 | 0.0021642 | 0.0925070 | 1.999672e-01 | 0.0216418 | 0.7849483 | log | +| Branxton-1-1-1 | Q2 | -1.9118168 | 3.165866e-01 | -1.1505897 | -0.9265591 | 1.2165982 | 6.382600e-03 | 0.0019230 | 0.1566750 | 6.382641e-01 | 0.0192300 | 1.2919752 | log | +| Branxton-1-1-1 | Q3 | -1.4485575 | 6.111251e-01 | -0.4942461 | -0.0305468 | 1.3924429 | 1.757190e-02 | 0.0030025 | 0.1366464 | 1.757186e+00 | 0.0300254 | 1.1101204 | log | +| Bridport-1-1-1 | Q1 | 0.7394014 | 3.784242e+00 | 1.3286920 | 1.5037430 | 1.0998018 | 5.561400e-02 | 0.0014327 | 0.1101332 | 5.561402e+00 | 0.0143272 | 0.9664145 | log | +| Bridport-1-1-1 | Q2 | 2.2272136 | 3.537056e+03 | 8.0997810 | 11.9968665 | 3.0446010 | 2.899807e+03 | 0.0789166 | 0.1397773 | 2.899807e+05 | 0.7232830 | 0.9883750 | log | +| Bridport-1-1-1 | Q3 | 4.2192574 | 2.633218e+06 | 14.5325851 | 18.3806499 | 4.6582726 | 1.940057e+06 | 0.0913735 | 0.1533715 | 1.940057e+08 | 0.8952742 | 1.1477272 | log | +| Buckland-1-1-1 | Q1 | 1.7767344 | 3.927456e+00 | 1.3693217 | 1.2447152 | 0.8647237 | 3.229190e-02 | 0.0008235 | 0.1029604 | 3.229188e+00 | 0.0082350 | 0.9658544 | square_root | +| Buckland-1-1-1 | Q2 | 5.2968093 | 2.871478e+01 | 3.3574230 | 3.3818545 | 0.8551895 | 9.070880e-02 | 0.0003228 | 0.0316979 | 9.070880e+00 | 0.0032278 | 0.3169793 | square_root | +| Buckland-1-1-1 | Q3 | 14.8646182 | 2.219903e+02 | 5.4026172 | 5.3940275 | 1.0012541 | 2.946223e-01 | 0.0001214 | 0.0125399 | 2.946223e+01 | 0.0012140 | 0.1253993 | square_root | +| Boggabri-1-1-1 | Q1 | -0.6312717 | 2.179186e+00 | 0.7783131 | 1.4093349 | 1.6858973 | 7.554860e-02 | 0.0033520 | 0.1457424 | 7.554864e+00 | 0.0335198 | 1.1475768 | log | +| Boggabri-1-1-1 | Q2 | -0.4110165 | 2.269542e+00 | 0.8117477 | 1.5421003 | 1.5695670 | 6.815330e-02 | 0.0030273 | 0.1164366 | 6.815326e+00 | 0.0302734 | 0.8790770 | log | +| Boggabri-1-1-1 | Q3 | -0.1066361 | 3.839370e+00 | 1.3430391 | 2.0772797 | 1.7369200 | 1.270788e-01 | 0.0033721 | 0.1508789 | 1.270788e+01 | 0.0337207 | 1.1087292 | log | +| Bundeena-1-6-1 | Q1 | -18.2759760 | 1.058281e+38 | 87.5434777 | 91.6352289 | 27.1543850 | 1.058157e+38 | 0.1180697 | 0.1208067 | 1.058157e+40 | 1.1075917 | 0.8627327 | log | +| Bundeena-1-6-1 | Q2 | -7.0994450 | 4.678049e+36 | 84.5687840 | 88.4793744 | 25.6512710 | 4.611844e+36 | 0.0909106 | 0.0905865 | 4.611844e+38 | 0.8381540 | 0.6778874 | log | +| Bundeena-1-6-1 | Q3 | 21.6301200 | 7.455775e+44 | 103.2399415 | 107.3568507 | 23.9704660 | 6.904773e+44 | 0.0922638 | 0.1835384 | 6.904773e+46 | 0.8752909 | 1.2715913 | log | +| Busselto-1-1-1 | Q1 | -0.3186864 | 3.274924e+00 | 1.1789683 | 1.8334637 | 1.7432846 | 1.197538e-01 | 0.0032971 | 0.1939998 | 1.197538e+01 | 0.0329712 | 1.4123399 | log | +| Busselto-1-1-1 | Q2 | 0.9527745 | 1.102466e+01 | 2.3921274 | 3.0676172 | 1.7098979 | 3.841744e-01 | 0.0036391 | 0.1563170 | 3.841744e+01 | 0.0363906 | 1.2208745 | log | +| Busselto-1-1-1 | Q3 | 1.2838208 | 1.870697e+01 | 2.9292531 | 3.7195314 | 1.7932645 | 8.313680e-01 | 0.0040228 | 0.1622056 | 8.313680e+01 | 0.0402278 | 1.2564392 | log | +| Canberra-1-1-1 | Q1 | 6.1746021 | 2.046411e+09 | 21.3929726 | 24.7101583 | 6.2563208 | 9.160564e+08 | 0.0622469 | 0.1385052 | 9.160564e+10 | 0.6193484 | 0.9987756 | log | +| Canberra-1-1-1 | Q2 | 1.7722519 | 1.059188e+02 | 4.6645339 | 6.3137568 | 2.4066179 | 1.022454e+01 | 0.0095414 | 0.1312155 | 1.022454e+03 | 0.0954139 | 0.9462082 | log | +| Canberra-1-1-1 | Q3 | -0.0625496 | 3.017773e+00 | 1.1029858 | 1.7669510 | 1.5066874 | 1.024319e-01 | 0.0031750 | 0.1168808 | 1.024319e+01 | 0.0317501 | 0.9638240 | log | +| Capertee-1-1-1 | Q1 | -2.2521741 | 1.306387e-01 | -2.0363537 | -2.2218650 | 0.6804521 | 9.625000e-04 | 0.0008064 | 0.0983942 | 9.625110e-02 | 0.0080636 | 0.9282486 | log | +| Capertee-1-1-1 | Q2 | 0.3652208 | 1.758047e+00 | 0.5644119 | 0.6476644 | 0.6467762 | 1.272580e-02 | 0.0006995 | 0.0665537 | 1.272578e+00 | 0.0069949 | 0.6452619 | log | +| Capertee-1-1-1 | Q3 | 1.4723831 | 5.864853e+00 | 1.7696020 | 1.8356361 | 0.7772075 | 5.194820e-02 | 0.0009492 | 0.0728053 | 5.194817e+00 | 0.0094923 | 0.6868436 | log | +| Capertee-2-2-1 | Q1 | -2.2521741 | 1.379755e-01 | -1.9797044 | -1.9461724 | 0.7584556 | 1.209000e-03 | 0.0008420 | 0.0968847 | 1.209044e-01 | 0.0084196 | 0.9140082 | log | +| Capertee-2-2-1 | Q2 | 0.3652208 | 1.824620e+00 | 0.6019780 | 0.4987402 | 0.6812773 | 1.390050e-02 | 0.0008131 | 0.0888999 | 1.390046e+00 | 0.0081308 | 0.8386796 | log | +| Capertee-2-2-1 | Q3 | 1.4723831 | 6.033461e+00 | 1.7975465 | 1.7682387 | 0.8020057 | 5.589980e-02 | 0.0010755 | 0.0880266 | 5.589981e+00 | 0.0107547 | 0.8019601 | log | +| Carnarvo-1-1-1 | Q1 | -0.1643253 | 1.534970e+00 | 0.4294830 | 0.4146211 | 1.0735512 | 2.344350e-02 | 0.0015519 | 0.1237721 | 2.344349e+00 | 0.0155189 | 1.0647281 | log | +| Carnarvo-1-1-1 | Q2 | -0.0200811 | 1.730507e+00 | 0.5484780 | 0.5487344 | 1.0600926 | 2.446210e-02 | 0.0015444 | 0.1202178 | 2.446207e+00 | 0.0154437 | 1.0819606 | log | +| Carnarvo-1-1-1 | Q3 | -0.1166450 | 1.731704e+00 | 0.5488134 | 0.5672822 | 1.1437784 | 3.192010e-02 | 0.0017012 | 0.1619285 | 3.192014e+00 | 0.0170124 | 1.3644339 | log | +| Bundeena-1-1-1 | Q1 | -16.9656550 | 3.946876e+37 | 86.4325919 | 90.4049470 | 30.4816690 | 3.899309e+37 | 0.0855456 | 0.1879555 | 3.899309e+39 | 0.7933172 | 1.3422704 | log | +| Bundeena-1-1-1 | Q2 | -7.5044530 | 4.368843e+41 | 95.8256209 | 99.5787990 | 29.4681460 | 4.365005e+41 | 0.1025835 | 0.2138538 | 4.365005e+43 | 0.9457735 | 1.4661081 | log | +| Bundeena-1-1-1 | Q3 | -8.1382290 | 9.256883e+38 | 89.7253037 | 93.6291814 | 28.8041020 | 9.195990e+38 | 0.0915507 | 0.1776220 | 9.195990e+40 | 0.8340665 | 1.3292011 | log | +| Bundeena-2-2-1 | Q1 | -18.1033090 | 8.583436e+33 | 78.0954697 | 81.8087159 | 29.5853370 | 5.588751e+33 | 0.0928168 | 0.1381404 | 5.588751e+35 | 0.9094154 | 1.0056775 | log | +| Bundeena-2-2-1 | Q2 | -8.6168810 | 6.552736e+38 | 89.3113174 | 93.2710353 | 28.3373370 | 6.548871e+38 | 0.0862875 | 0.1344570 | 6.548871e+40 | 0.7861170 | 0.9695831 | log | +| Bundeena-2-2-1 | Q3 | -6.2319110 | 1.166175e+38 | 87.7321957 | 91.6764050 | 27.2307970 | 1.153832e+38 | 0.0851529 | 0.1563016 | 1.153832e+40 | 0.7942531 | 1.0600888 | log | +| Bundeena-3-3-1 | Q1 | -14.4945740 | 7.949429e+35 | 82.6464634 | 86.9479050 | 29.4023210 | 7.946523e+35 | 0.1074131 | 0.1541289 | 7.946523e+37 | 0.9844570 | 1.0678361 | log | +| Bundeena-3-3-1 | Q2 | -7.6408800 | 4.404679e+43 | 100.2786275 | 104.3015447 | 28.5638660 | 4.403259e+43 | 0.1205041 | 0.1501473 | 4.403259e+45 | 1.0845368 | 1.1135218 | log | +| Bundeena-3-3-1 | Q3 | -8.6547620 | 1.775121e+33 | 76.5324965 | 80.2913047 | 27.7604140 | 1.750506e+33 | 0.1057960 | 0.2090808 | 1.750506e+35 | 0.9462684 | 1.4333856 | log | +| Bundeena-4-4-1 | Q1 | -15.8306930 | 2.668818e+36 | 83.6810246 | 87.4647866 | 29.3996980 | 1.935077e+36 | 0.0912538 | 0.1864984 | 1.935077e+38 | 0.8705058 | 1.3187428 | log | +| Bundeena-4-4-1 | Q2 | -8.8310020 | 1.396345e+38 | 87.6396575 | 91.6326259 | 27.7701040 | 1.396198e+38 | 0.1281265 | 0.1773060 | 1.396198e+40 | 1.1315822 | 1.3503224 | log | +| Bundeena-4-4-1 | Q3 | -6.7571090 | 2.789031e+39 | 90.5342677 | 94.7565366 | 29.2073930 | 2.710146e+39 | 0.1377724 | 0.1759149 | 2.710146e+41 | 1.2245476 | 1.1535510 | log | +| Bundeena-5-5-1 | Q1 | -17.9961670 | 5.763669e+41 | 96.1285979 | 100.0717328 | 26.5671470 | 5.763669e+41 | 0.1115182 | 0.1633757 | 5.763669e+43 | 1.0098405 | 1.1436296 | log | +| Bundeena-5-5-1 | Q2 | -8.4336170 | 7.777281e+36 | 84.9638504 | 88.8177357 | 25.7029030 | 7.169822e+36 | 0.0966096 | 0.1517075 | 7.169822e+38 | 0.9011145 | 1.0510604 | log | +| Bundeena-5-5-1 | Q3 | 24.2664430 | 3.812319e+45 | 104.7154780 | 108.6960868 | 24.2664430 | 2.562005e+45 | 0.1030516 | 0.1216312 | 2.562005e+47 | 1.0044231 | 0.8938028 | log | +| Cessnock-1-1-1 | Q2 | -0.7498301 | 1.539739e+00 | 0.4309342 | 0.9794009 | 1.5358640 | 4.157580e-02 | 0.0028843 | 0.1128804 | 4.157577e+00 | 0.0288428 | 0.9170445 | log | +| Cessnock-1-1-1 | Q3 | 0.7817424 | 2.970939e+00 | 1.0886788 | 0.9587166 | 0.7712746 | 2.644400e-02 | 0.0009153 | 0.1065034 | 2.644399e+00 | 0.0091528 | 0.9761202 | log | +| Cassilis-1-1-1 | Q1 | 0.4734463 | 1.502044e+02 | 4.9435608 | 7.4448165 | 3.0770123 | 3.510428e+01 | 0.0245778 | 0.1453873 | 3.510428e+03 | 0.2457777 | 1.1261653 | log | +| Cassilis-1-1-1 | Q2 | 0.0554181 | 1.901870e+00 | 0.6418477 | 0.6783117 | 1.0816172 | 2.709570e-02 | 0.0013769 | 0.1228209 | 2.709565e+00 | 0.0137687 | 1.0847245 | log | +| Cassilis-1-1-1 | Q3 | 0.0910810 | 2.135933e+00 | 0.7592891 | 0.8566626 | 1.1514385 | 3.255350e-02 | 0.0017070 | 0.1236046 | 3.255348e+00 | 0.0170697 | 1.0632869 | log | +| Charlton-1-1-1 | Q1 | 0.9274501 | 3.225008e+00 | 1.1718165 | 1.0130730 | 0.6976524 | 2.578270e-02 | 0.0007216 | 0.0856245 | 2.578275e+00 | 0.0072156 | 0.8212817 | log | +| Charlton-1-1-1 | Q2 | 0.9252982 | 3.081864e+00 | 1.1262994 | 0.9288620 | 0.6280323 | 2.165170e-02 | 0.0007129 | 0.0895170 | 2.165166e+00 | 0.0071287 | 0.8770842 | log | +| Charlton-1-1-1 | Q3 | 2.6287113 | 1.945076e+01 | 2.9678604 | 2.8239622 | 0.8254712 | 1.928994e-01 | 0.0009757 | 0.1034531 | 1.928994e+01 | 0.0097568 | 0.9425030 | log | +| Childers-1-1-1 | Q1 | -5.1510550 | 1.490690e-02 | -4.2064826 | -3.7763344 | 1.3919921 | 3.203000e-04 | 0.0022076 | 0.1310197 | 3.202970e-02 | 0.0220759 | 1.1194325 | log | +| Childers-1-1-1 | Q2 | -5.0682978 | 1.434320e-02 | -4.2485668 | -4.0141022 | 1.2755920 | 2.992000e-04 | 0.0021312 | 0.1346804 | 2.992400e-02 | 0.0213123 | 0.9988165 | log | +| Childers-1-1-1 | Q3 | -5.2657308 | 1.306110e-02 | -4.3402851 | -3.7927497 | 1.3600721 | 3.076000e-04 | 0.0024932 | 0.0938735 | 3.075810e-02 | 0.0249319 | 0.7797722 | log | +| Childers-2-2-1 | Q1 | -2.4720448 | 2.308120e-01 | -1.4652541 | -1.1790315 | 1.4372124 | 5.432000e-03 | 0.0023566 | 0.1644304 | 5.431985e-01 | 0.0235658 | 1.3559275 | log | +| Childers-2-2-1 | Q2 | -1.3971269 | 6.846280e-01 | -0.3809411 | -0.0051028 | 1.4428008 | 1.599720e-02 | 0.0025395 | 0.1385331 | 1.599718e+00 | 0.0253955 | 1.1254479 | log | +| Childers-2-2-1 | Q3 | -1.0963085 | 1.093240e+00 | 0.0805390 | 0.6467151 | 1.5407205 | 3.608590e-02 | 0.0032857 | 0.1370246 | 3.608594e+00 | 0.0328572 | 1.1047275 | log | + +Created on 2024-09-09 with [reprex v2.1.0](https://reprex.tidyverse.org) From 4c405ec35a76d124ee38c498308bd33bd4c57bee Mon Sep 17 00:00:00 2001 From: egouldo Date: Mon, 9 Sep 2024 13:09:05 +1000 Subject: [PATCH 11/16] - fix!: #151 revert to taking sd() from normalised distribution prior to back-transformation and assigning as SE And update wrapper functions so that NA's return dataframes matched to dim and str from _back functions --- R/back_transformations.R | 40 ++++++++++------------------------------ R/conversion.R | 17 +++++++++++++---- R/log_transform.R | 6 ++---- 3 files changed, 25 insertions(+), 38 deletions(-) diff --git a/R/back_transformations.R b/R/back_transformations.R index 9b2254f..a7b90f4 100644 --- a/R/back_transformations.R +++ b/R/back_transformations.R @@ -25,12 +25,10 @@ log_back <- function(beta, se, sim) { original <- exp(simulated) %>% # exponential = inverse of log na.omit() m_est <- mean(original) - sd_est <- sd(original) - se_est <- sd_est / sqrt(length(original)) + se_est <- sd(original) quantiles <- quantile(original, c(0.025, 0.975), na.rm = TRUE) set <- data.frame(mean_origin = m_est, se_origin = se_est, - sd_origin = sd_est, lower = quantiles[[1]], upper = quantiles[[2]]) @@ -52,12 +50,10 @@ logit_back <- function(beta, se, sim) { original <- plogis(simulated) %>% # invlogit na.omit() m_est <- mean(original) - sd_est <- sd(original) - se_est <- sd_est / sqrt(length(original)) + se_est <- sd(original) quantiles <- quantile(original, c(0.025, 0.975), na.rm = TRUE) set <- data.frame(mean_origin = m_est, se_origin = se_est, - sd_origin = sd_est, lower = quantiles[[1]], upper = quantiles[[2]]) if (flatten_dbl(set) %>% @@ -77,12 +73,10 @@ probit_back <- function(beta, se, sim) { original <- pnorm(simulated) %>% # inv-probit na.omit() m_est <- mean(original) - sd_est <- sd(original) - se_est <- sd_est / sqrt(length(original)) + se_est <- sd(original) quantiles <- quantile(original, c(0.025, 0.975), na.rm = TRUE) set <- data.frame(mean_origin = m_est, se_origin = se_est, - sd_origin = sd_est, lower = quantiles[[1]], upper = quantiles[[2]]) @@ -103,12 +97,10 @@ inverse_back <- function(beta, se, sim) { original <- 1 / simulated %>% # inverse na.omit() m_est <- mean(original) - sd_est <- sd(original) - se_est <- sd_est / sqrt(length(original)) + se_est <- sd(original) quantiles <- quantile(original, c(0.025, 0.975), na.rm = TRUE) set <- data.frame(mean_origin = m_est, se_origin = se_est, - sd_origin = sd_est, lower = quantiles[[1]], upper = quantiles[[2]]) if (flatten_dbl(set) %>% @@ -128,12 +120,10 @@ square_back <- function(beta, se, sim) { original <- sqrt(simulated) %>% # inverse of x^2 na.omit() m_est <- mean(original) - sd_est <- sd(original) - se_est <- sd_est / sqrt(length(original)) + se_est <- sd(original) quantiles <- quantile(original, c(0.025, 0.975), na.rm = TRUE) set <- data.frame(mean_origin = m_est, se_origin = se_est, - sd_origin = sd_est, lower = quantiles[[1]], upper = quantiles[[2]]) @@ -154,12 +144,10 @@ cube_back <- function(beta, se, sim) { original <- pracma::nthroot(simulated, n = 3) %>% # inverse of x^3, use non-base to allow for -ve numbers na.omit() m_est <- mean(original) - sd_est <- sd(original) - se_est <- sd_est / sqrt(length(original)) + se_est <- sd(original) quantiles <- quantile(original, c(0.025, 0.975), na.rm = TRUE) set <- data.frame(mean_origin = m_est, se_origin = se_est, - sd_origin = sd_est, lower = quantiles[[1]], upper = quantiles[[2]]) if (flatten_dbl(set) %>% @@ -179,12 +167,10 @@ identity_back <- function(beta, se, sim) { # identity (typo) TODO original <- simulated %>% # no transformation na.omit() m_est <- mean(original) - sd_est <- sd(original) - se_est <- sd_est / sqrt(length(original)) + se_est <- sd(original) quantiles <- quantile(original, c(0.025, 0.975), na.rm = TRUE) set <- data.frame(mean_origin = m_est, se_origin = se_est, - sd_origin = sd_est, lower = quantiles[[1]], upper = quantiles[[2]]) if (flatten_dbl(set) %>% @@ -205,12 +191,10 @@ power_back <- function(beta, se, sim, n) { original <- pracma::nthroot(simulated, n = n) %>% # inverse of x^n, use non-base to allow for -ve numbers na.omit() m_est <- mean(original) - sd_est <- sd(original) - se_est <- sd_est/ sqrt(length(original)) + se_est <- sd(original) quantiles <- quantile(original, c(0.025, 0.975), na.rm = TRUE) set <- data.frame(mean_origin = m_est, se_origin = se_est, - sd_origin = sd_est, lower = quantiles[[1]], upper = quantiles[[2]]) if (flatten_dbl(set) %>% @@ -231,8 +215,7 @@ divide_back <- function(beta, se, sim, n) { original <- simulated * n %>% na.omit() m_est <- mean(original, na.rm = TRUE) - sd_est <- sd(original, na.rm = TRUE) - se_est <- sd_est / sqrt(length(original)) + se_est <- sd(original, na.rm = TRUE) quantiles <- quantile(original, c(0.025, 0.975), na.rm = TRUE @@ -240,7 +223,6 @@ divide_back <- function(beta, se, sim, n) { set <- data.frame( mean_origin = m_est, se_origin = se_est, - sd_origin = sd_est, lower = quantiles[[1]], upper = quantiles[[2]] ) @@ -264,12 +246,10 @@ square_root_back <- function(beta, se, sim) { original <- simulated^2 %>% na.omit() m_est <- mean(original) - sd_est <- sd(original) - se_est <- sd_est / sqrt(length(original)) + se_est <- sd(original) quantiles <- quantile(original, c(0.025, 0.975), na.rm = TRUE) set <- data.frame(mean_origin = m_est, se_origin = se_est, - sd_origin = sd_est, lower = quantiles[[1]], upper = quantiles[[2]]) if (flatten_dbl(set) %>% diff --git a/R/conversion.R b/R/conversion.R index bc84f58..2a05764 100644 --- a/R/conversion.R +++ b/R/conversion.R @@ -67,13 +67,16 @@ conversion <- function(beta, se, transformation, sim = 10000) { square_root_back(beta, se, sim) } else if (transformation == "(power3)/100") { x100 <- divide_back(beta, se, sim, 100) - cube_back(x100$mean_origin, x100$se_origin, sim = 1000) + cube_back(x100$mean_origin, x100$se_origin, sim) } else if (stringr::str_detect(transformation, "power")) { n <- str_split(transformation, "power") %>% pluck(1, 2) %>% as.numeric() if (rlang::is_na(n)) { - return(data.frame(mean_origin = NA, m_est = NA, se_origin = NA, sd_origin = NA, lower = NA, upper = NA)) + return(data.frame(mean_origin = NA, + se_origin = NA, + lower = NA, + upper = NA)) } else { power_back(beta, se, sim, n) } @@ -82,12 +85,18 @@ conversion <- function(beta, se, transformation, sim = 10000) { pluck(1, 3) %>% as.numeric() if (rlang::is_na(n)) { - return(data.frame(mean_origin = NA, m_est = NA, se_origin = NA, sd_origin = NA, lower = NA, upper = NA)) + return(data.frame(mean_origin = NA, + se_origin = NA, + lower = NA, + upper = NA)) } else { divide_back(beta, se, sim, n) } } else if (transformation == "double_transformation") { - return(data.frame(mean_origin = NA, m_est = NA, se_origin = NA, sd_origin = NA, lower = NA, upper = NA)) + return(data.frame(mean_origin = NA, + se_origin = NA, + lower = NA, + upper = NA)) } else { identity_back(beta, se, sim) # TODO change conditional logic to ensure strange transformations not put through here } diff --git a/R/log_transform.R b/R/log_transform.R index c4adb21..12b61f0 100644 --- a/R/log_transform.R +++ b/R/log_transform.R @@ -19,13 +19,11 @@ log_transform <- function(estimate = numeric(1L), na.omit() m_est <- mean(log_simulated) - sd_est <- sd(log_simulated) - std.error_est <- sd_est / sqrt(length(log_simulated)) + se_est <- sd(log_simulated) quantiles <- quantile(log_simulated, c(0.025, 0.975), na.rm = TRUE) out <- data.frame(mean_log = m_est, - se_log = std.error_est, - sd_log = sd_est, + se_log = se_est, lower = quantiles[[1]], upper = quantiles[[2]]) From 4a3205503f0580322a4527b17f2ba14a24a57f52 Mon Sep 17 00:00:00 2001 From: egouldo Date: Mon, 9 Sep 2024 13:10:04 +1000 Subject: [PATCH 12/16] - #151 rm reprex and investigation script noted in issue comments previously: https://github.com/egouldo/ManyEcoEvo/issues/151#issuecomment-2337011873 --- cilia-stag_reprex.R | 213 ---- cilia-stag_reprex.md | 1139 ---------------------- manuscript/manuscript/investigate_back.R | 207 ---- 3 files changed, 1559 deletions(-) delete mode 100644 cilia-stag_reprex.R delete mode 100644 cilia-stag_reprex.md delete mode 100644 manuscript/manuscript/investigate_back.R diff --git a/cilia-stag_reprex.R b/cilia-stag_reprex.R deleted file mode 100644 index 8cbd60b..0000000 --- a/cilia-stag_reprex.R +++ /dev/null @@ -1,213 +0,0 @@ -#' --- -#' output: -#' reprex::reprex_document: -#' style: TRUE -#' --- - -devtools::load_all() - -#+ message = FALSE, warning = FALSE -out <- targets::tar_read(ManyEcoEvo_yi) %>% - mutate( - data = - map_if(data, - ~ filter(.x, - stringr::str_detect( - response_variable_name, - "average.proportion.of.plots.containing", - negate = TRUE)), - .p = dataset == "eucalyptus")) %>% - mutate( - diversity_data = - map2( - .x = diversity_data, - .y = data, - .f = ~ semi_join(.x, .y, join_by(id_col)) %>% - distinct() - ) - ) %>% filter(dataset == "eucalyptus") %>% - pluck("data", 1) - -back_transformed_se <- - back_transform_response_vars_yi(out) %>% - select("id_col", - ends_with("data"), - starts_with("transformation"), - -review_data) %>% - rowwise(id_col) %>% - mutate(yi_data = list(left_join(augmented_data, back_transformed_data, - by = join_by(SurveyID), - suffix = c(".aug", ".back")))) %>% - unnest(yi_data) %>% - ungroup %>% - select(contains("id"), starts_with("fit"), starts_with("se"), starts_with("sd"), transformation_type) %>% - rename("sd.fit.back" = "sd.fit") - -check_transformations_se <- - back_transformed_se %>% - rowwise(id_col, SurveyID) %>% - mutate(log_transformed_se = list(log_transform(estimate = fit.back, - std.error = se.fit.back, - sim = 100) %>% - rename_with(~ paste0(.x, "SE"))), - log_transformed_sd = list(log_transform(estimate = - fit.back, - std.error = sd.fit.back, - sim = 100) %>% - rename_with(~ paste0(.x, "SD"))) - ) %>% - unnest(cols = c(log_transformed_se, log_transformed_sd)) %>% - relocate(contains("mean_log"), .after = starts_with("fit")) %>% - relocate(contains("se_log"), .after = starts_with("se.")) %>% - relocate(contains("sd_log"), .after = starts_with("sd.")) %>% - select(-contains("ci"), -contains("lower"), -contains("upper")) - -back_transformed_se_sims <- - back_transformed_se %>% - rowwise(id_col, SurveyID) %>% - mutate(log_transformed_10 = list(log_transform(estimate = fit.back, - std.error = se.fit.back, - sim = 10) %>% - rename_with(~ paste0(.x, "10"))), - log_transformed_100= list(log_transform(estimate = fit.back, - std.error = se.fit.back, - sim = 100) %>% - rename_with(~ paste0(.x, "100"))), - log_transformed_1000 = list(log_transform(estimate = fit.back, - std.error = se.fit.back, - sim = 1000) %>% - rename_with(~ paste0(.x, "1000")))) %>% - unnest(cols = starts_with("log_transformed")) %>% - relocate(contains("mean_log"), .after = starts_with("fit")) %>% - relocate(contains("se_log"), .after = starts_with("se.")) %>% - relocate(contains("sd_log"), .after = starts_with("sd.")) %>% - select(-contains("ci"), -contains("lower"), -contains("upper")) - -# check_transformations %>% -# write_csv("manuscript/euc_back_pipeline_checking.csv") - -# convert se to sd before back-transforming -back_transformed_sd <- out %>% - drop_na(sample_size) %>% - rowwise(id_col) %>% - mutate(augmented_data = list(mutate(augmented_data, - se.fit = se.fit * sqrt(sample_size)))) %>% - back_transform_response_vars_yi() %>% - select("id_col", - ends_with("data"), - starts_with("transformation"), - -review_data) %>% - rowwise(id_col) %>% - mutate(yi_data = list(left_join(augmented_data, back_transformed_data, - by = join_by(SurveyID), - suffix = c(".aug", ".back")))) %>% - unnest(yi_data) %>% - ungroup %>% - select(contains("id"), - starts_with("fit"), - starts_with("se"), - starts_with("sd"), - transformation_type) %>% - rename("sd.fit.back" = "sd.fit", "sd.fit.aug" = "se.fit.aug") - -check_transformations_sd <- back_transformed_sd %>% - rowwise(id_col, SurveyID) %>% - mutate(log_transformed_se = list(log_transform(estimate = fit.back, - std.error = se.fit.back, - sim = 100) %>% - rename_with(~ paste0(.x, "SE"))), - log_transformed_sd = list(log_transform(estimate = - fit.back, - std.error = sd.fit.back, - sim = 100) %>% - rename_with(~ paste0(.x, "SD"))) - ) %>% - unnest(cols = c(log_transformed_se, log_transformed_sd)) %>% - relocate(contains("mean_log"), .after = starts_with("fit")) %>% - relocate(contains("se_log"), .after = starts_with("se.")) %>% - relocate(contains("sd_log"), .after = starts_with("sd.")) %>% - select(-contains("ci"), -contains("lower"), -contains("upper")) - -# Convert yi_se to yi_sd before back-transforming, then re-transform -# Using either se or sd from the back-transformed distribution -back_transformed_sd_sims <- - back_transformed_sd %>% - rowwise(id_col, SurveyID) %>% - mutate(log_transformed_100_se = list(log_transform(estimate = fit.back, - std.error = se.fit.back, - sim = 100) %>% - rename_with(~ paste0(.x, "100_sd"))), - log_transformed_1000_se = list(log_transform(estimate = fit.back, - std.error = se.fit.back, - sim = 1000) %>% - rename_with(~ paste0(.x, "1000_sd")))) %>% - mutate(log_transformed_100_sd = list(log_transform(estimate = fit.back, - std.error = sd.fit.back, - sim = 100) %>% - rename_with(~ paste0(.x, "100_se"))), - log_transformed_1000_sd = list(log_transform(estimate = fit.back, - std.error = sd.fit.back, - sim = 1000) %>% - rename_with(~ paste0(.x, "1000_se")))) %>% - unnest(cols = starts_with("log_transformed")) %>% - relocate(contains("mean_log"), .after = starts_with("fit")) %>% - relocate(contains("se_log"), .after = starts_with("se.")) %>% - relocate(contains("sd_log"), .after = starts_with("sd.")) %>% - select(-contains("ci"), -contains("lower"), -contains("upper")) - -#' # Euc checking - -#+ -# ---- report euc results ---- -check_transformations_se %>% knitr::kable() - -back_transformed_se_sims %>% knitr::kable() - -check_transformations_sd %>% knitr::kable() - -back_transformed_sd_sims %>% knitr::kable() - -#' # BT checking - -#+ message = FALSE, warning = FALSE -# ---- blue tit --- -bt <- targets::tar_read(ManyEcoEvo_yi) %>% filter(dataset == "blue tit") %>% - pluck("data", 1) - -back_transformed_se_bt <- - back_transform_response_vars_yi(bt) %>% - select("id_col", - ends_with("data"), - starts_with("transformation"), - -review_data) %>% - rowwise(id_col) %>% - mutate(yi_data = list(left_join(augmented_data, back_transformed_data, - by = join_by(scenario), - suffix = c(".aug", ".back")))) %>% - unnest(yi_data) %>% - ungroup %>% - select(contains("id"), starts_with("estimate"), starts_with("se"), starts_with("sd"), transformation_type) %>% - rename("sd.fit.back" = "sd.fit") - -#+ message = FALSE, warning = FALSE -check_transformations_se <- - back_transformed_se %>% - rowwise(id_col, scenario) %>% - mutate(log_transformed_se = list(log_transform(estimate = fit.back, - std.error = se.fit.back, - sim = 100) %>% - rename_with(~ paste0(.x, "SE"))), - log_transformed_sd = list(log_transform(estimate = - fit.back, - std.error = sd.fit.back, - sim = 100) %>% - rename_with(~ paste0(.x, "SD"))) - ) %>% - unnest(cols = c(log_transformed_se, log_transformed_sd)) %>% - relocate(contains("mean_log"), .after = starts_with("fit")) %>% - relocate(contains("se_log"), .after = starts_with("se.")) %>% - relocate(contains("sd_log"), .after = starts_with("sd.")) %>% - select(-contains("ci"), -contains("lower"), -contains("upper")) - -#+ -check_transformations_se %>% knitr::kable() diff --git a/cilia-stag_reprex.md b/cilia-stag_reprex.md deleted file mode 100644 index 4cb2705..0000000 --- a/cilia-stag_reprex.md +++ /dev/null @@ -1,1139 +0,0 @@ -*Local `.Rprofile` detected at `/Users/elliotgould/Documents/GitHub/ManyEcoEvo/.Rprofile`* - -``` r -devtools::load_all() -#> ℹ Loading ManyEcoEvo -#> Loading required package: rmarkdown -#> -#> Loading required package: bookdown -#> -#> Registered S3 method overwritten by 'parsnip': -#> method from -#> print.nullmodel vegan -#> -#> Registered S3 method overwritten by 'lava': -#> method from -#> print.estimate EnvStats -``` - -``` r -out <- targets::tar_read(ManyEcoEvo_yi) %>% - mutate( - data = - map_if(data, - ~ filter( - .x, - stringr::str_detect( - response_variable_name, - "average.proportion.of.plots.containing", - negate = TRUE - ) - ), - .p = dataset == "eucalyptus" - ) - ) %>% - mutate( - diversity_data = - map2( - .x = diversity_data, - .y = data, - .f = ~ semi_join(.x, .y, join_by(id_col)) %>% - distinct() - ) - ) %>% - filter(dataset == "eucalyptus") %>% - pluck("data", 1) - -back_transformed_se <- - back_transform_response_vars_yi(out) %>% - select( - "id_col", - ends_with("data"), - starts_with("transformation"), - -review_data - ) %>% - rowwise(id_col) %>% - mutate(yi_data = list(left_join(augmented_data, back_transformed_data, - by = join_by(SurveyID), - suffix = c(".aug", ".back") - ))) %>% - unnest(yi_data) %>% - ungroup() %>% - select(contains("id"), starts_with("fit"), starts_with("se"), starts_with("sd"), transformation_type) %>% - rename("sd.fit.back" = "sd.fit") - -check_transformations_se <- - back_transformed_se %>% - rowwise(id_col, SurveyID) %>% - mutate( - log_transformed_se = list(log_transform( - estimate = fit.back, - std.error = se.fit.back, - sim = 100 - ) %>% - rename_with(~ paste0(.x, "SE"))), - log_transformed_sd = list(log_transform( - estimate = - fit.back, - std.error = sd.fit.back, - sim = 100 - ) %>% - rename_with(~ paste0(.x, "SD"))) - ) %>% - unnest(cols = c(log_transformed_se, log_transformed_sd)) %>% - relocate(contains("mean_log"), .after = starts_with("fit")) %>% - relocate(contains("se_log"), .after = starts_with("se.")) %>% - relocate(contains("sd_log"), .after = starts_with("sd.")) %>% - select(-contains("ci"), -contains("lower"), -contains("upper")) - -back_transformed_se_sims <- - back_transformed_se %>% - rowwise(id_col, SurveyID) %>% - mutate( - log_transformed_10 = list(log_transform( - estimate = fit.back, - std.error = se.fit.back, - sim = 10 - ) %>% - rename_with(~ paste0(.x, "10"))), - log_transformed_100 = list(log_transform( - estimate = fit.back, - std.error = se.fit.back, - sim = 100 - ) %>% - rename_with(~ paste0(.x, "100"))), - log_transformed_1000 = list(log_transform( - estimate = fit.back, - std.error = se.fit.back, - sim = 1000 - ) %>% - rename_with(~ paste0(.x, "1000"))) - ) %>% - unnest(cols = starts_with("log_transformed")) %>% - relocate(contains("mean_log"), .after = starts_with("fit")) %>% - relocate(contains("se_log"), .after = starts_with("se.")) %>% - relocate(contains("sd_log"), .after = starts_with("sd.")) %>% - select(-contains("ci"), -contains("lower"), -contains("upper")) - -# check_transformations %>% -# write_csv("manuscript/euc_back_pipeline_checking.csv") - -# convert se to sd before back-transforming -back_transformed_sd <- out %>% - drop_na(sample_size) %>% - rowwise(id_col) %>% - mutate(augmented_data = list(mutate(augmented_data, - se.fit = se.fit * sqrt(sample_size) - ))) %>% - back_transform_response_vars_yi() %>% - select( - "id_col", - ends_with("data"), - starts_with("transformation"), - -review_data - ) %>% - rowwise(id_col) %>% - mutate(yi_data = list(left_join(augmented_data, back_transformed_data, - by = join_by(SurveyID), - suffix = c(".aug", ".back") - ))) %>% - unnest(yi_data) %>% - ungroup() %>% - select( - contains("id"), - starts_with("fit"), - starts_with("se"), - starts_with("sd"), - transformation_type - ) %>% - rename("sd.fit.back" = "sd.fit", "sd.fit.aug" = "se.fit.aug") - -check_transformations_sd <- back_transformed_sd %>% - rowwise(id_col, SurveyID) %>% - mutate( - log_transformed_se = list(log_transform( - estimate = fit.back, - std.error = se.fit.back, - sim = 100 - ) %>% - rename_with(~ paste0(.x, "SE"))), - log_transformed_sd = list(log_transform( - estimate = - fit.back, - std.error = sd.fit.back, - sim = 100 - ) %>% - rename_with(~ paste0(.x, "SD"))) - ) %>% - unnest(cols = c(log_transformed_se, log_transformed_sd)) %>% - relocate(contains("mean_log"), .after = starts_with("fit")) %>% - relocate(contains("se_log"), .after = starts_with("se.")) %>% - relocate(contains("sd_log"), .after = starts_with("sd.")) %>% - select(-contains("ci"), -contains("lower"), -contains("upper")) - -# Convert yi_se to yi_sd before back-transforming, then re-transform -# Using either se or sd from the back-transformed distribution -back_transformed_sd_sims <- - back_transformed_sd %>% - rowwise(id_col, SurveyID) %>% - mutate( - log_transformed_100_se = list(log_transform( - estimate = fit.back, - std.error = se.fit.back, - sim = 100 - ) %>% - rename_with(~ paste0(.x, "100_sd"))), - log_transformed_1000_se = list(log_transform( - estimate = fit.back, - std.error = se.fit.back, - sim = 1000 - ) %>% - rename_with(~ paste0(.x, "1000_sd"))) - ) %>% - mutate( - log_transformed_100_sd = list(log_transform( - estimate = fit.back, - std.error = sd.fit.back, - sim = 100 - ) %>% - rename_with(~ paste0(.x, "100_se"))), - log_transformed_1000_sd = list(log_transform( - estimate = fit.back, - std.error = sd.fit.back, - sim = 1000 - ) %>% - rename_with(~ paste0(.x, "1000_se"))) - ) %>% - unnest(cols = starts_with("log_transformed")) %>% - relocate(contains("mean_log"), .after = starts_with("fit")) %>% - relocate(contains("se_log"), .after = starts_with("se.")) %>% - relocate(contains("sd_log"), .after = starts_with("sd.")) %>% - select(-contains("ci"), -contains("lower"), -contains("upper")) -``` - -# Euc checking - -``` r -check_transformations_se %>% knitr::kable() -``` - -| id_col | SurveyID | fit.aug | fit.back | mean_logSE | mean_logSD | se.fit.aug | se.fit.back | se_logSE | se_logSD | sd.fit.back | sd_logSE | sd_logSD | transformation_type | -|:---------------|:---------|------------:|-------------:|------------:|------------:|-----------:|-------------:|----------:|----------:|-------------:|----------:|----------:|:--------------------| -| Bodalla-1-1-1 | Q1 | 1.5851971 | 7.185008e+00 | 1.9742976 | 1.9151461 | 0.8723829 | 7.869000e-02 | 0.0011611 | 0.1102517 | 7.869001e+00 | 0.0116111 | 1.0104736 | log | -| Bodalla-1-1-1 | Q2 | 1.6899319 | 8.287831e+00 | 2.1140904 | 2.0188456 | 0.9192349 | 9.219130e-02 | 0.0011023 | 0.1343474 | 9.219126e+00 | 0.0110233 | 1.2239634 | log | -| Bodalla-1-1-1 | Q3 | 1.8732339 | 1.024943e+01 | 2.3265762 | 2.5109066 | 0.9356753 | 1.187250e-01 | 0.0012425 | 0.0832695 | 1.187250e+01 | 0.0124249 | 0.7722096 | log | -| Brookto-1-1-1 | Q1 | 0.2833457 | 2.378892e+00 | 0.8645376 | 1.0787317 | 1.0667770 | 3.388960e-02 | 0.0014839 | 0.1050550 | 3.388956e+00 | 0.0148395 | 0.9037171 | log | -| Brookto-1-1-1 | Q2 | 1.4072346 | 5.463457e+01 | 3.9796380 | 5.6469770 | 2.2815853 | 4.342509e+00 | 0.0080283 | 0.0951577 | 4.342509e+02 | 0.0802829 | 0.7492726 | log | -| Brookto-1-1-1 | Q3 | 5.7457778 | 3.737325e+07 | 17.3099151 | 20.8818569 | 5.2329493 | 2.033511e+07 | 0.0700479 | 0.1679675 | 2.033511e+09 | 0.6898914 | 1.1757723 | log | -| Broulee-1-1-1 | Q1 | 0.4346053 | 1.922855e+00 | 0.6538082 | 0.6354653 | 0.6571400 | 1.404230e-02 | 0.0007688 | 0.0733548 | 1.404234e+00 | 0.0076883 | 0.7112013 | log | -| Broulee-1-1-1 | Q2 | 0.8406579 | 3.544205e+00 | 1.2656664 | 1.2198265 | 0.9118278 | 4.194710e-02 | 0.0011835 | 0.1130157 | 4.194713e+00 | 0.0118347 | 1.0296217 | log | -| Broulee-1-1-1 | Q3 | 1.0731579 | 4.954993e+00 | 1.5987144 | 1.5721493 | 1.0332875 | 6.559410e-02 | 0.0013754 | 0.1058991 | 6.559413e+00 | 0.0137542 | 0.9292605 | log | -| Candelo-3-3-1 | Q3 | -5.0396807 | 5.591623e+42 | 98.3904998 | 102.1208060 | 30.7165827 | 5.214400e+42 | 0.0972423 | 0.1638235 | 5.214400e+44 | 0.8697619 | 1.1699337 | log | -| Bonalbo-1-1-1 | Q1 | -0.5920938 | 5.513532e+00 | 1.7180867 | 2.7324719 | 2.1554785 | 2.863244e-01 | 0.0047212 | 0.1467825 | 2.863244e+01 | 0.0472120 | 1.1274574 | log | -| Bonalbo-1-1-1 | Q2 | -0.4921883 | 2.593773e+00 | 0.9542607 | 1.8360526 | 1.7012812 | 8.935630e-02 | 0.0040513 | 0.1102188 | 8.935627e+00 | 0.0405127 | 0.8537512 | log | -| Bonalbo-1-1-1 | Q3 | 0.2393517 | 5.393076e+00 | 1.6856044 | 2.7395259 | 1.7070275 | 1.824799e-01 | 0.0032947 | 0.1009927 | 1.824799e+01 | 0.0329474 | 0.7757393 | log | -| Bonalbo-2-2-1 | Q1 | 1.3991986 | 4.320508e+00 | 1.4632130 | 1.3657211 | 0.3711310 | 1.654430e-02 | 0.0003378 | 0.0466380 | 1.654428e+00 | 0.0033777 | 0.4640426 | log | -| Bonalbo-2-2-1 | Q2 | 2.1020093 | 8.612225e+00 | 2.1530653 | 2.1268084 | 0.3295377 | 2.916330e-02 | 0.0003403 | 0.0333910 | 2.916326e+00 | 0.0034033 | 0.3322366 | log | -| Bonalbo-2-2-1 | Q3 | 1.7446511 | 6.024808e+00 | 1.7960545 | 1.6737126 | 0.3250398 | 2.007390e-02 | 0.0003285 | 0.0455384 | 2.007387e+00 | 0.0032853 | 0.4553836 | log | -| Carcoar-1-1-1 | Q1 | -0.6956728 | 1.495947e+00 | 0.4063912 | 1.0257274 | 1.4810843 | 4.103320e-02 | 0.0028795 | 0.1213060 | 4.103317e+00 | 0.0287951 | 1.0435136 | log | -| Carcoar-1-1-1 | Q2 | -0.0766375 | 2.244615e+00 | 0.8107660 | 1.1168629 | 1.3375462 | 4.671930e-02 | 0.0019353 | 0.1292826 | 4.671929e+00 | 0.0193532 | 1.0816558 | log | -| Carcoar-1-1-1 | Q3 | 0.1020235 | 2.786652e+00 | 1.0233677 | 1.0708978 | 1.3688037 | 6.071730e-02 | 0.0022657 | 0.1431203 | 6.071730e+00 | 0.0226568 | 1.1627144 | log | -| Carnama-1-1-1 | Q1 | -4.5723153 | 1.829180e-02 | -4.0007902 | -3.7059829 | 1.0822138 | 2.748000e-04 | 0.0014693 | 0.1205910 | 2.747510e-02 | 0.0146926 | 1.0373631 | log | -| Carnama-1-1-1 | Q2 | -4.9098889 | 1.547440e-02 | -4.1709116 | -3.8045401 | 1.2475369 | 2.705000e-04 | 0.0018760 | 0.1014724 | 2.704600e-02 | 0.0187602 | 0.8610221 | log | -| Carnama-1-1-1 | Q3 | -4.2049548 | 2.495010e-02 | -3.6920322 | -3.7144186 | 1.0205378 | 3.298000e-04 | 0.0013173 | 0.1617155 | 3.297980e-02 | 0.0131734 | 1.3722013 | log | -| Aberdeen-1-1-1 | Q1 | -1.0337667 | 2.731342e+00 | 1.0165656 | 2.0248275 | 2.0488307 | 1.245104e-01 | 0.0045054 | 0.1501397 | 1.245104e+01 | 0.0450537 | 1.0401986 | log | -| Aberdeen-1-1-1 | Q2 | -1.9528873 | 9.036609e-01 | -0.1003260 | 0.6192688 | 1.9726538 | 3.616690e-02 | 0.0039038 | 0.1422366 | 3.616695e+00 | 0.0390379 | 1.0738628 | log | -| Aberdeen-1-1-1 | Q3 | -1.9314743 | 1.377315e+00 | 0.3337775 | 1.9664001 | 2.1221178 | 1.080870e-01 | 0.0078973 | 0.1211268 | 1.080870e+01 | 0.0789731 | 0.9614144 | log | -| Andamook-1-1-1 | Q1 | -1.8745206 | 3.257053e-01 | -1.1219291 | -0.6055925 | 1.2174532 | 6.611800e-03 | 0.0022133 | 0.1060912 | 6.611843e-01 | 0.0221333 | 0.8420725 | log | -| Andamook-1-1-1 | Q2 | -1.2400476 | 5.354131e-01 | -0.6249667 | -0.3790699 | 1.1344629 | 8.036300e-03 | 0.0016473 | 0.1078920 | 8.036349e-01 | 0.0164733 | 0.9343725 | log | -| Andamook-1-1-1 | Q3 | -0.9914583 | 8.059816e-01 | -0.2179857 | 0.0457342 | 1.2697775 | 1.479920e-02 | 0.0017360 | 0.1214625 | 1.479918e+00 | 0.0173598 | 1.0306439 | log | -| Andamook-2-2-1 | Q1 | -0.9079854 | 1.222733e+00 | 0.2018887 | 0.9011096 | 1.4972319 | 3.374580e-02 | 0.0026834 | 0.1334970 | 3.374585e+00 | 0.0268337 | 1.0254101 | log | -| Andamook-2-2-1 | Q2 | -0.8257150 | 1.299997e+00 | 0.2611932 | 1.1201013 | 1.4583591 | 3.983490e-02 | 0.0027720 | 0.1198108 | 3.983486e+00 | 0.0277204 | 0.9124518 | log | -| Andamook-2-2-1 | Q3 | -0.7810521 | 1.518448e+00 | 0.4087646 | 1.2690156 | 1.5396697 | 5.490480e-02 | 0.0038418 | 0.1349605 | 5.490479e+00 | 0.0384176 | 1.0540751 | log | -| Andamook-3-3-1 | Q1 | -1.7073391 | 3.700303e-01 | -0.9943606 | -0.6379586 | 1.1915106 | 7.246300e-03 | 0.0018053 | 0.1163177 | 7.246338e-01 | 0.0180529 | 0.9662077 | log | -| Andamook-3-3-1 | Q2 | -1.3400380 | 4.811287e-01 | -0.7338881 | -0.5736016 | 1.0989661 | 7.237800e-03 | 0.0013974 | 0.1128865 | 7.237802e-01 | 0.0139742 | 0.9511982 | log | -| Andamook-3-3-1 | Q3 | -1.2409555 | 6.302212e-01 | -0.4651439 | -0.2158884 | 1.2584827 | 1.206480e-02 | 0.0020368 | 0.1311125 | 1.206475e+00 | 0.0203679 | 1.1278722 | log | -| Andamook-4-4-1 | Q1 | -0.9137866 | 1.373214e+00 | 0.3183676 | 1.2288189 | 1.5831958 | 3.798740e-02 | 0.0028177 | 0.0881012 | 3.798740e+00 | 0.0281770 | 0.7102947 | log | -| Andamook-4-4-1 | Q2 | -1.0411564 | 1.068675e+00 | 0.0653777 | 0.6875510 | 1.4818142 | 2.739870e-02 | 0.0025858 | 0.1468789 | 2.739869e+00 | 0.0258582 | 1.2022559 | log | -| Andamook-4-4-1 | Q3 | -0.8395543 | 1.417260e+00 | 0.3493214 | 1.1140371 | 1.5402167 | 3.847230e-02 | 0.0027530 | 0.1102631 | 3.847231e+00 | 0.0275304 | 0.8889692 | log | -| Byrock-1-3-1 | Q1 | 0.4342374 | 1.586399e+00 | 0.4618093 | 0.4622519 | 0.2291645 | 3.657000e-03 | 0.0002312 | 0.0229230 | 3.656989e-01 | 0.0023116 | 0.2292300 | log | -| Byrock-1-3-1 | Q2 | 0.7748944 | 2.214975e+00 | 0.7949481 | 0.7473552 | 0.1922032 | 4.276000e-03 | 0.0001913 | 0.0214146 | 4.276019e-01 | 0.0019126 | 0.2141459 | log | -| Byrock-1-3-1 | Q3 | 0.8961638 | 2.515504e+00 | 0.9225081 | 0.9140426 | 0.2451779 | 6.291400e-03 | 0.0002287 | 0.0231917 | 6.291434e-01 | 0.0022871 | 0.2319173 | log | -| Byrock-2-4-1 | Q1 | -0.7678207 | 5.271333e-01 | -0.6405786 | -0.6547663 | 0.5123291 | 2.876500e-03 | 0.0004719 | 0.0558063 | 2.876510e-01 | 0.0047194 | 0.5552662 | log | -| Byrock-2-4-1 | Q2 | -0.1892172 | 8.859478e-01 | -0.1208503 | -0.2592823 | 0.3635388 | 3.324400e-03 | 0.0003905 | 0.0544151 | 3.324405e-01 | 0.0039051 | 0.5441509 | log | -| Byrock-2-4-1 | Q3 | 0.0167582 | 1.126536e+00 | 0.1194521 | -0.0981941 | 0.4670077 | 5.577500e-03 | 0.0004739 | 0.0640086 | 5.577539e-01 | 0.0047386 | 0.6336526 | log | -| Byrock-3-5-1 | Q1 | 0.0240440 | 1.038290e+00 | 0.0377063 | 0.0417317 | 0.1798642 | 1.897200e-03 | 0.0001734 | 0.0164928 | 1.897248e-01 | 0.0017340 | 0.1649285 | log | -| Byrock-3-5-1 | Q2 | 0.1445468 | 1.171557e+00 | 0.1583767 | 0.1583441 | 0.1761260 | 2.075100e-03 | 0.0001798 | 0.0178393 | 2.075091e-01 | 0.0017975 | 0.1783925 | log | -| Byrock-3-5-1 | Q3 | 0.1874443 | 1.232098e+00 | 0.2081431 | 0.1738788 | 0.2227839 | 2.762000e-03 | 0.0002539 | 0.0223333 | 2.761985e-01 | 0.0025391 | 0.2233333 | log | -| Byrock-4-6-1 | Q1 | -3.8898161 | 3.634020e-02 | -3.3161079 | -3.1609452 | 1.0641897 | 5.316000e-04 | 0.0014117 | 0.1090095 | 5.316060e-02 | 0.0141174 | 0.9750104 | log | -| Byrock-4-6-1 | Q2 | -1.8690307 | 1.644894e-01 | -1.8047711 | -1.8201574 | 0.3537047 | 6.091000e-04 | 0.0003950 | 0.0368364 | 6.091430e-02 | 0.0039497 | 0.3683640 | log | -| Byrock-4-6-1 | Q3 | -1.1496573 | 3.437087e-01 | -1.0680729 | -1.0798291 | 0.4138680 | 1.479800e-03 | 0.0004383 | 0.0424453 | 1.479806e-01 | 0.0043827 | 0.4201870 | log | -| Byrock-5-7-1 | Q1 | 0.4679234 | 1.649567e+00 | 0.5001464 | 0.5023073 | 0.2435744 | 4.053100e-03 | 0.0002627 | 0.0250419 | 4.053086e-01 | 0.0026266 | 0.2504193 | log | -| Byrock-5-7-1 | Q2 | 0.8598803 | 2.417285e+00 | 0.8822850 | 0.8616443 | 0.2033452 | 5.011500e-03 | 0.0002248 | 0.0214034 | 5.011534e-01 | 0.0022477 | 0.2140340 | log | -| Byrock-5-7-1 | Q3 | 0.9360056 | 2.621485e+00 | 0.9639686 | 0.9346296 | 0.2513879 | 6.580500e-03 | 0.0002749 | 0.0275348 | 6.580492e-01 | 0.0027494 | 0.2753477 | log | -| Anglesea-1-1-1 | Q1 | 0.5911563 | 1.861236e+00 | 0.6215967 | 0.5951851 | 0.2519806 | 4.716300e-03 | 0.0002364 | 0.0275754 | 4.716252e-01 | 0.0023644 | 0.2757538 | log | -| Anglesea-1-1-1 | Q2 | 0.5933596 | 1.878449e+00 | 0.6300985 | 0.6449572 | 0.2810262 | 5.360200e-03 | 0.0002881 | 0.0283123 | 5.360164e-01 | 0.0028806 | 0.2831234 | log | -| Anglesea-1-1-1 | Q3 | 0.5893916 | 1.887189e+00 | 0.6351892 | 0.6389456 | 0.2872454 | 5.582400e-03 | 0.0003237 | 0.0277341 | 5.582442e-01 | 0.0032372 | 0.2773407 | log | -| Anglesea-2-2-1 | Q1 | -0.4051920 | 7.114075e-01 | -0.3409553 | -0.4398193 | 0.3727657 | 2.745700e-03 | 0.0004062 | 0.0452938 | 2.745718e-01 | 0.0040620 | 0.4506672 | log | -| Anglesea-2-2-1 | Q2 | -0.3408836 | 7.738815e-01 | -0.2559967 | -0.3926576 | 0.4220596 | 3.351000e-03 | 0.0004196 | 0.0575622 | 3.351022e-01 | 0.0041965 | 0.5756221 | log | -| Anglesea-2-2-1 | Q3 | -0.2972084 | 8.217712e-01 | -0.1968747 | -0.3698595 | 0.4361943 | 3.753900e-03 | 0.0004460 | 0.0802767 | 3.753925e-01 | 0.0044597 | 0.8027666 | log | -| Ardrossa-1-1-1 | Q1 | -2.5869552 | 4.991938e-01 | -0.6996363 | 0.1458645 | 1.9134829 | 2.553260e-02 | 0.0050549 | 0.2149389 | 2.553265e+00 | 0.0505488 | 1.5198477 | log | -| Ardrossa-1-1-1 | Q2 | 0.0159150 | 1.352646e+00 | 0.3010376 | 0.3316545 | 0.7668184 | 1.189060e-02 | 0.0009096 | 0.0995719 | 1.189060e+00 | 0.0090961 | 0.9180072 | log | -| Ardrossa-1-1-1 | Q3 | 0.9006509 | 3.005853e+00 | 1.1013378 | 0.9514020 | 0.6566999 | 2.193620e-02 | 0.0007098 | 0.0925309 | 2.193622e+00 | 0.0070979 | 0.9113233 | log | -| Atherton-3-3-1 | Q2 | -10.6439029 | 4.557833e+87 | 201.8977817 | 205.6045019 | 57.5937861 | 4.557832e+87 | 0.0888410 | 0.1648628 | 4.557832e+89 | 0.8093796 | 1.1059334 | log | -| Atherton-3-3-1 | Q3 | -9.9797138 | 4.368886e+54 | 125.9155915 | 129.3381524 | 37.0515469 | 4.368811e+54 | 0.1056659 | 0.1854108 | 4.368811e+56 | 0.9741917 | 1.3624853 | log | -| Balmoral-1-1-1 | Q1 | -0.5512746 | 1.680260e+00 | 0.5225443 | 0.9101738 | 1.4771256 | 4.414650e-02 | 0.0025812 | 0.1657995 | 4.414654e+00 | 0.0258123 | 1.3159928 | log | -| Balmoral-1-1-1 | Q2 | -0.1092410 | 2.608455e+00 | 0.9579468 | 1.5825067 | 1.4279641 | 6.786540e-02 | 0.0023027 | 0.1374947 | 6.786541e+00 | 0.0230269 | 1.0650297 | log | -| Balmoral-1-1-1 | Q3 | 0.0688629 | 3.460681e+00 | 1.2402698 | 1.7115925 | 1.5424340 | 9.474580e-02 | 0.0028338 | 0.1350850 | 9.474581e+00 | 0.0283383 | 1.1057180 | log | -| Bathurst-1-1-1 | Q1 | -2.7408892 | 9.503118e-01 | -0.0563314 | 1.5026455 | 2.3524593 | 7.386210e-02 | 0.0083963 | 0.1349107 | 7.386213e+00 | 0.0839632 | 0.9728549 | log | -| Bathurst-1-1-1 | Q2 | -0.6304255 | 5.376034e+00 | 1.6740734 | 2.9712790 | 2.1265878 | 3.777551e-01 | 0.0071100 | 0.1327271 | 3.777551e+01 | 0.0710998 | 0.8903607 | log | -| Bathurst-1-1-1 | Q3 | -1.0957071 | 4.829100e+00 | 1.5691695 | 3.8181846 | 2.1824751 | 1.049019e+00 | 0.0212580 | 0.1702563 | 1.049019e+02 | 0.2125803 | 1.2277353 | log | -| Belgrave-1-1-1 | Q1 | -4.6348680 | 2.030590e-02 | -3.8935633 | -3.8486388 | 1.1886963 | 3.550000e-04 | 0.0016389 | 0.1356566 | 3.549780e-02 | 0.0163889 | 1.1903819 | log | -| Belgrave-1-1-1 | Q2 | -2.9659322 | 7.646080e-02 | -2.5725425 | -2.6464437 | 0.8679646 | 7.962000e-04 | 0.0010781 | 0.1174161 | 7.962010e-02 | 0.0107814 | 1.1200778 | log | -| Belgrave-1-1-1 | Q3 | -0.0626820 | 1.612215e+00 | 0.4763947 | 0.6139963 | 1.0504800 | 2.228240e-02 | 0.0012916 | 0.1100875 | 2.228239e+00 | 0.0129163 | 0.9276139 | log | -| Bencubbi-1-1-1 | Q1 | -0.5004514 | 1.897596e+00 | 0.6434081 | 1.4133872 | 1.4943452 | 5.850820e-02 | 0.0029109 | 0.1145763 | 5.850824e+00 | 0.0291087 | 0.8948699 | log | -| Bencubbi-1-1-1 | Q2 | -0.1980142 | 2.389234e+00 | 0.8654046 | 1.2257638 | 1.4664179 | 5.701460e-02 | 0.0025707 | 0.1498947 | 5.701457e+00 | 0.0257071 | 1.1707154 | log | -| Bencubbi-1-1-1 | Q3 | -0.2069766 | 2.543096e+00 | 0.9319334 | 1.4704848 | 1.5452017 | 6.519920e-02 | 0.0025759 | 0.1284219 | 6.519918e+00 | 0.0257589 | 1.0433043 | log | -| Byrock-1-8-1 | Q1 | -0.7637879 | 5.339554e-01 | -0.6272185 | -0.7504748 | 0.5251145 | 3.011100e-03 | 0.0006210 | 0.1243202 | 3.011088e-01 | 0.0062103 | 1.2307070 | log | -| Byrock-1-8-1 | Q2 | -0.1290078 | 9.427828e-01 | -0.0582300 | -0.1700551 | 0.3600274 | 3.579100e-03 | 0.0003766 | 0.0492002 | 3.579133e-01 | 0.0037657 | 0.4920024 | log | -| Byrock-1-8-1 | Q3 | 0.0928126 | 1.201713e+00 | 0.1836693 | 0.1542570 | 0.4410530 | 5.663100e-03 | 0.0004380 | 0.0468881 | 5.663129e-01 | 0.0043804 | 0.4641685 | log | -| Byrock-2-9-1 | Q1 | -0.0473931 | 9.771759e-01 | -0.0231669 | -0.0622361 | 0.2235873 | 2.216600e-03 | 0.0002240 | 0.0225710 | 2.216567e-01 | 0.0022403 | 0.2257095 | log | -| Byrock-2-9-1 | Q2 | 0.2470553 | 1.301195e+00 | 0.2631441 | 0.2253966 | 0.1946618 | 2.514200e-03 | 0.0002071 | 0.0222085 | 2.514243e-01 | 0.0020707 | 0.2220846 | log | -| Byrock-2-9-1 | Q3 | 0.2391911 | 1.309252e+00 | 0.2692101 | 0.2918451 | 0.2394698 | 3.182400e-03 | 0.0002278 | 0.0251346 | 3.182419e-01 | 0.0022782 | 0.2513462 | log | -| Byrock-3-10-1 | Q1 | -4.2290359 | 3.231360e-02 | -3.4319196 | -3.0421504 | 1.2459017 | 5.978000e-04 | 0.0020098 | 0.1113293 | 5.978350e-02 | 0.0200984 | 0.9247706 | log | -| Byrock-3-10-1 | Q2 | -1.9800527 | 1.504480e-01 | -1.8939888 | -2.0635641 | 0.4161620 | 6.698000e-04 | 0.0004962 | 0.0903839 | 6.697800e-02 | 0.0049621 | 0.8901783 | log | -| Byrock-3-10-1 | Q3 | -1.0995312 | 3.563030e-01 | -1.0324189 | -1.0548565 | 0.3744842 | 1.378400e-03 | 0.0003814 | 0.0461859 | 1.378413e-01 | 0.0038142 | 0.4618594 | log | -| Branxton-1-1-1 | Q1 | -3.3129356 | 9.252930e-02 | -2.3779705 | -1.7403422 | 1.3676843 | 1.999700e-03 | 0.0021642 | 0.0925070 | 1.999672e-01 | 0.0216418 | 0.7849483 | log | -| Branxton-1-1-1 | Q2 | -1.9118168 | 3.165866e-01 | -1.1505897 | -0.9265591 | 1.2165982 | 6.382600e-03 | 0.0019230 | 0.1566750 | 6.382641e-01 | 0.0192300 | 1.2919752 | log | -| Branxton-1-1-1 | Q3 | -1.4485575 | 6.111251e-01 | -0.4942461 | -0.0305468 | 1.3924429 | 1.757190e-02 | 0.0030025 | 0.1366464 | 1.757186e+00 | 0.0300254 | 1.1101204 | log | -| Bridport-1-1-1 | Q1 | 0.7394014 | 3.784242e+00 | 1.3286920 | 1.5037430 | 1.0998018 | 5.561400e-02 | 0.0014327 | 0.1101332 | 5.561402e+00 | 0.0143272 | 0.9664145 | log | -| Bridport-1-1-1 | Q2 | 2.2272136 | 3.537056e+03 | 8.0997810 | 11.9968665 | 3.0446010 | 2.899807e+03 | 0.0789166 | 0.1397773 | 2.899807e+05 | 0.7232830 | 0.9883750 | log | -| Bridport-1-1-1 | Q3 | 4.2192574 | 2.633218e+06 | 14.5325851 | 18.3806499 | 4.6582726 | 1.940057e+06 | 0.0913735 | 0.1533715 | 1.940057e+08 | 0.8952742 | 1.1477272 | log | -| Buckland-1-1-1 | Q1 | 1.7767344 | 3.927456e+00 | 1.3693217 | 1.2447152 | 0.8647237 | 3.229190e-02 | 0.0008235 | 0.1029604 | 3.229188e+00 | 0.0082350 | 0.9658544 | square_root | -| Buckland-1-1-1 | Q2 | 5.2968093 | 2.871478e+01 | 3.3574230 | 3.3818545 | 0.8551895 | 9.070880e-02 | 0.0003228 | 0.0316979 | 9.070880e+00 | 0.0032278 | 0.3169793 | square_root | -| Buckland-1-1-1 | Q3 | 14.8646182 | 2.219903e+02 | 5.4026172 | 5.3940275 | 1.0012541 | 2.946223e-01 | 0.0001214 | 0.0125399 | 2.946223e+01 | 0.0012140 | 0.1253993 | square_root | -| Boggabri-1-1-1 | Q1 | -0.6312717 | 2.179186e+00 | 0.7783131 | 1.4093349 | 1.6858973 | 7.554860e-02 | 0.0033520 | 0.1457424 | 7.554864e+00 | 0.0335198 | 1.1475768 | log | -| Boggabri-1-1-1 | Q2 | -0.4110165 | 2.269542e+00 | 0.8117477 | 1.5421003 | 1.5695670 | 6.815330e-02 | 0.0030273 | 0.1164366 | 6.815326e+00 | 0.0302734 | 0.8790770 | log | -| Boggabri-1-1-1 | Q3 | -0.1066361 | 3.839370e+00 | 1.3430391 | 2.0772797 | 1.7369200 | 1.270788e-01 | 0.0033721 | 0.1508789 | 1.270788e+01 | 0.0337207 | 1.1087292 | log | -| Bundeena-1-6-1 | Q1 | -18.2759760 | 1.058281e+38 | 87.5434777 | 91.6352289 | 27.1543850 | 1.058157e+38 | 0.1180697 | 0.1208067 | 1.058157e+40 | 1.1075917 | 0.8627327 | log | -| Bundeena-1-6-1 | Q2 | -7.0994450 | 4.678049e+36 | 84.5687840 | 88.4793744 | 25.6512710 | 4.611844e+36 | 0.0909106 | 0.0905865 | 4.611844e+38 | 0.8381540 | 0.6778874 | log | -| Bundeena-1-6-1 | Q3 | 21.6301200 | 7.455775e+44 | 103.2399415 | 107.3568507 | 23.9704660 | 6.904773e+44 | 0.0922638 | 0.1835384 | 6.904773e+46 | 0.8752909 | 1.2715913 | log | -| Busselto-1-1-1 | Q1 | -0.3186864 | 3.274924e+00 | 1.1789683 | 1.8334637 | 1.7432846 | 1.197538e-01 | 0.0032971 | 0.1939998 | 1.197538e+01 | 0.0329712 | 1.4123399 | log | -| Busselto-1-1-1 | Q2 | 0.9527745 | 1.102466e+01 | 2.3921274 | 3.0676172 | 1.7098979 | 3.841744e-01 | 0.0036391 | 0.1563170 | 3.841744e+01 | 0.0363906 | 1.2208745 | log | -| Busselto-1-1-1 | Q3 | 1.2838208 | 1.870697e+01 | 2.9292531 | 3.7195314 | 1.7932645 | 8.313680e-01 | 0.0040228 | 0.1622056 | 8.313680e+01 | 0.0402278 | 1.2564392 | log | -| Canberra-1-1-1 | Q1 | 6.1746021 | 2.046411e+09 | 21.3929726 | 24.7101583 | 6.2563208 | 9.160564e+08 | 0.0622469 | 0.1385052 | 9.160564e+10 | 0.6193484 | 0.9987756 | log | -| Canberra-1-1-1 | Q2 | 1.7722519 | 1.059188e+02 | 4.6645339 | 6.3137568 | 2.4066179 | 1.022454e+01 | 0.0095414 | 0.1312155 | 1.022454e+03 | 0.0954139 | 0.9462082 | log | -| Canberra-1-1-1 | Q3 | -0.0625496 | 3.017773e+00 | 1.1029858 | 1.7669510 | 1.5066874 | 1.024319e-01 | 0.0031750 | 0.1168808 | 1.024319e+01 | 0.0317501 | 0.9638240 | log | -| Capertee-1-1-1 | Q1 | -2.2521741 | 1.306387e-01 | -2.0363537 | -2.2218650 | 0.6804521 | 9.625000e-04 | 0.0008064 | 0.0983942 | 9.625110e-02 | 0.0080636 | 0.9282486 | log | -| Capertee-1-1-1 | Q2 | 0.3652208 | 1.758047e+00 | 0.5644119 | 0.6476644 | 0.6467762 | 1.272580e-02 | 0.0006995 | 0.0665537 | 1.272578e+00 | 0.0069949 | 0.6452619 | log | -| Capertee-1-1-1 | Q3 | 1.4723831 | 5.864853e+00 | 1.7696020 | 1.8356361 | 0.7772075 | 5.194820e-02 | 0.0009492 | 0.0728053 | 5.194817e+00 | 0.0094923 | 0.6868436 | log | -| Capertee-2-2-1 | Q1 | -2.2521741 | 1.379755e-01 | -1.9797044 | -1.9461724 | 0.7584556 | 1.209000e-03 | 0.0008420 | 0.0968847 | 1.209044e-01 | 0.0084196 | 0.9140082 | log | -| Capertee-2-2-1 | Q2 | 0.3652208 | 1.824620e+00 | 0.6019780 | 0.4987402 | 0.6812773 | 1.390050e-02 | 0.0008131 | 0.0888999 | 1.390046e+00 | 0.0081308 | 0.8386796 | log | -| Capertee-2-2-1 | Q3 | 1.4723831 | 6.033461e+00 | 1.7975465 | 1.7682387 | 0.8020057 | 5.589980e-02 | 0.0010755 | 0.0880266 | 5.589981e+00 | 0.0107547 | 0.8019601 | log | -| Carnarvo-1-1-1 | Q1 | -0.1643253 | 1.534970e+00 | 0.4294830 | 0.4146211 | 1.0735512 | 2.344350e-02 | 0.0015519 | 0.1237721 | 2.344349e+00 | 0.0155189 | 1.0647281 | log | -| Carnarvo-1-1-1 | Q2 | -0.0200811 | 1.730507e+00 | 0.5484780 | 0.5487344 | 1.0600926 | 2.446210e-02 | 0.0015444 | 0.1202178 | 2.446207e+00 | 0.0154437 | 1.0819606 | log | -| Carnarvo-1-1-1 | Q3 | -0.1166450 | 1.731704e+00 | 0.5488134 | 0.5672822 | 1.1437784 | 3.192010e-02 | 0.0017012 | 0.1619285 | 3.192014e+00 | 0.0170124 | 1.3644339 | log | -| Bundeena-1-1-1 | Q1 | -16.9656550 | 3.946876e+37 | 86.4325919 | 90.4049470 | 30.4816690 | 3.899309e+37 | 0.0855456 | 0.1879555 | 3.899309e+39 | 0.7933172 | 1.3422704 | log | -| Bundeena-1-1-1 | Q2 | -7.5044530 | 4.368843e+41 | 95.8256209 | 99.5787990 | 29.4681460 | 4.365005e+41 | 0.1025835 | 0.2138538 | 4.365005e+43 | 0.9457735 | 1.4661081 | log | -| Bundeena-1-1-1 | Q3 | -8.1382290 | 9.256883e+38 | 89.7253037 | 93.6291814 | 28.8041020 | 9.195990e+38 | 0.0915507 | 0.1776220 | 9.195990e+40 | 0.8340665 | 1.3292011 | log | -| Bundeena-2-2-1 | Q1 | -18.1033090 | 8.583436e+33 | 78.0954697 | 81.8087159 | 29.5853370 | 5.588751e+33 | 0.0928168 | 0.1381404 | 5.588751e+35 | 0.9094154 | 1.0056775 | log | -| Bundeena-2-2-1 | Q2 | -8.6168810 | 6.552736e+38 | 89.3113174 | 93.2710353 | 28.3373370 | 6.548871e+38 | 0.0862875 | 0.1344570 | 6.548871e+40 | 0.7861170 | 0.9695831 | log | -| Bundeena-2-2-1 | Q3 | -6.2319110 | 1.166175e+38 | 87.7321957 | 91.6764050 | 27.2307970 | 1.153832e+38 | 0.0851529 | 0.1563016 | 1.153832e+40 | 0.7942531 | 1.0600888 | log | -| Bundeena-3-3-1 | Q1 | -14.4945740 | 7.949429e+35 | 82.6464634 | 86.9479050 | 29.4023210 | 7.946523e+35 | 0.1074131 | 0.1541289 | 7.946523e+37 | 0.9844570 | 1.0678361 | log | -| Bundeena-3-3-1 | Q2 | -7.6408800 | 4.404679e+43 | 100.2786275 | 104.3015447 | 28.5638660 | 4.403259e+43 | 0.1205041 | 0.1501473 | 4.403259e+45 | 1.0845368 | 1.1135218 | log | -| Bundeena-3-3-1 | Q3 | -8.6547620 | 1.775121e+33 | 76.5324965 | 80.2913047 | 27.7604140 | 1.750506e+33 | 0.1057960 | 0.2090808 | 1.750506e+35 | 0.9462684 | 1.4333856 | log | -| Bundeena-4-4-1 | Q1 | -15.8306930 | 2.668818e+36 | 83.6810246 | 87.4647866 | 29.3996980 | 1.935077e+36 | 0.0912538 | 0.1864984 | 1.935077e+38 | 0.8705058 | 1.3187428 | log | -| Bundeena-4-4-1 | Q2 | -8.8310020 | 1.396345e+38 | 87.6396575 | 91.6326259 | 27.7701040 | 1.396198e+38 | 0.1281265 | 0.1773060 | 1.396198e+40 | 1.1315822 | 1.3503224 | log | -| Bundeena-4-4-1 | Q3 | -6.7571090 | 2.789031e+39 | 90.5342677 | 94.7565366 | 29.2073930 | 2.710146e+39 | 0.1377724 | 0.1759149 | 2.710146e+41 | 1.2245476 | 1.1535510 | log | -| Bundeena-5-5-1 | Q1 | -17.9961670 | 5.763669e+41 | 96.1285979 | 100.0717328 | 26.5671470 | 5.763669e+41 | 0.1115182 | 0.1633757 | 5.763669e+43 | 1.0098405 | 1.1436296 | log | -| Bundeena-5-5-1 | Q2 | -8.4336170 | 7.777281e+36 | 84.9638504 | 88.8177357 | 25.7029030 | 7.169822e+36 | 0.0966096 | 0.1517075 | 7.169822e+38 | 0.9011145 | 1.0510604 | log | -| Bundeena-5-5-1 | Q3 | 24.2664430 | 3.812319e+45 | 104.7154780 | 108.6960868 | 24.2664430 | 2.562005e+45 | 0.1030516 | 0.1216312 | 2.562005e+47 | 1.0044231 | 0.8938028 | log | -| Cessnock-1-1-1 | Q2 | -0.7498301 | 1.539739e+00 | 0.4309342 | 0.9794009 | 1.5358640 | 4.157580e-02 | 0.0028843 | 0.1128804 | 4.157577e+00 | 0.0288428 | 0.9170445 | log | -| Cessnock-1-1-1 | Q3 | 0.7817424 | 2.970939e+00 | 1.0886788 | 0.9587166 | 0.7712746 | 2.644400e-02 | 0.0009153 | 0.1065034 | 2.644399e+00 | 0.0091528 | 0.9761202 | log | -| Cassilis-1-1-1 | Q1 | 0.4734463 | 1.502044e+02 | 4.9435608 | 7.4448165 | 3.0770123 | 3.510428e+01 | 0.0245778 | 0.1453873 | 3.510428e+03 | 0.2457777 | 1.1261653 | log | -| Cassilis-1-1-1 | Q2 | 0.0554181 | 1.901870e+00 | 0.6418477 | 0.6783117 | 1.0816172 | 2.709570e-02 | 0.0013769 | 0.1228209 | 2.709565e+00 | 0.0137687 | 1.0847245 | log | -| Cassilis-1-1-1 | Q3 | 0.0910810 | 2.135933e+00 | 0.7592891 | 0.8566626 | 1.1514385 | 3.255350e-02 | 0.0017070 | 0.1236046 | 3.255348e+00 | 0.0170697 | 1.0632869 | log | -| Charlton-1-1-1 | Q1 | 0.9274501 | 3.225008e+00 | 1.1718165 | 1.0130730 | 0.6976524 | 2.578270e-02 | 0.0007216 | 0.0856245 | 2.578275e+00 | 0.0072156 | 0.8212817 | log | -| Charlton-1-1-1 | Q2 | 0.9252982 | 3.081864e+00 | 1.1262994 | 0.9288620 | 0.6280323 | 2.165170e-02 | 0.0007129 | 0.0895170 | 2.165166e+00 | 0.0071287 | 0.8770842 | log | -| Charlton-1-1-1 | Q3 | 2.6287113 | 1.945076e+01 | 2.9678604 | 2.8239622 | 0.8254712 | 1.928994e-01 | 0.0009757 | 0.1034531 | 1.928994e+01 | 0.0097568 | 0.9425030 | log | -| Childers-1-1-1 | Q1 | -5.1510550 | 1.490690e-02 | -4.2064826 | -3.7763344 | 1.3919921 | 3.203000e-04 | 0.0022076 | 0.1310197 | 3.202970e-02 | 0.0220759 | 1.1194325 | log | -| Childers-1-1-1 | Q2 | -5.0682978 | 1.434320e-02 | -4.2485668 | -4.0141022 | 1.2755920 | 2.992000e-04 | 0.0021312 | 0.1346804 | 2.992400e-02 | 0.0213123 | 0.9988165 | log | -| Childers-1-1-1 | Q3 | -5.2657308 | 1.306110e-02 | -4.3402851 | -3.7927497 | 1.3600721 | 3.076000e-04 | 0.0024932 | 0.0938735 | 3.075810e-02 | 0.0249319 | 0.7797722 | log | -| Childers-2-2-1 | Q1 | -2.4720448 | 2.308120e-01 | -1.4652541 | -1.1790315 | 1.4372124 | 5.432000e-03 | 0.0023566 | 0.1644304 | 5.431985e-01 | 0.0235658 | 1.3559275 | log | -| Childers-2-2-1 | Q2 | -1.3971269 | 6.846280e-01 | -0.3809411 | -0.0051028 | 1.4428008 | 1.599720e-02 | 0.0025395 | 0.1385331 | 1.599718e+00 | 0.0253955 | 1.1254479 | log | -| Childers-2-2-1 | Q3 | -1.0963085 | 1.093240e+00 | 0.0805390 | 0.6467151 | 1.5407205 | 3.608590e-02 | 0.0032857 | 0.1370246 | 3.608594e+00 | 0.0328572 | 1.1047275 | log | - -``` r - -back_transformed_se_sims %>% knitr::kable() -``` - -| id_col | SurveyID | fit.aug | fit.back | mean_log10 | mean_log100 | mean_log1000 | se.fit.aug | se.fit.back | se_log10 | se_log100 | se_log1000 | sd.fit.back | sd_log10 | sd_log100 | sd_log1000 | transformation_type | -|:---------------|:---------|------------:|-------------:|------------:|------------:|-------------:|-----------:|-------------:|----------:|----------:|-----------:|-------------:|----------:|----------:|-----------:|:--------------------| -| Bodalla-1-1-1 | Q1 | 1.5851971 | 7.185008e+00 | 1.9733880 | 1.9722517 | 1.9726565 | 0.8723829 | 7.869000e-02 | 0.0018578 | 0.0010706 | 0.0003317 | 7.869001e+00 | 0.0058748 | 0.0107059 | 0.0104899 | log | -| Bodalla-1-1-1 | Q2 | 1.6899319 | 8.287831e+00 | 2.1102078 | 2.1165229 | 2.1148122 | 0.9192349 | 9.219130e-02 | 0.0025001 | 0.0013271 | 0.0003563 | 9.219126e+00 | 0.0079060 | 0.0132710 | 0.0112658 | log | -| Bodalla-1-1-1 | Q3 | 1.8732339 | 1.024943e+01 | 2.3276583 | 2.3262750 | 2.3262808 | 0.9356753 | 1.187250e-01 | 0.0032308 | 0.0011476 | 0.0003708 | 1.187250e+01 | 0.0102168 | 0.0114765 | 0.0117263 | log | -| Brookto-1-1-1 | Q1 | 0.2833457 | 2.378892e+00 | 0.8748914 | 0.8692790 | 0.8665853 | 1.0667770 | 3.388960e-02 | 0.0032541 | 0.0014567 | 0.0004522 | 3.388956e+00 | 0.0102903 | 0.0145667 | 0.0142987 | log | -| Brookto-1-1-1 | Q2 | 1.4072346 | 5.463457e+01 | 3.9905862 | 3.9912650 | 3.9982528 | 2.2815853 | 4.342509e+00 | 0.0270611 | 0.0086129 | 0.0025994 | 4.342509e+02 | 0.0855746 | 0.0861291 | 0.0821997 | log | -| Brookto-1-1-1 | Q3 | 5.7457778 | 3.737325e+07 | 17.4007642 | 17.3613576 | 17.3094175 | 5.2329493 | 2.033511e+07 | 0.1230147 | 0.0604853 | 0.0233215 | 2.033511e+09 | 0.3690440 | 0.5926324 | 0.7233426 | log | -| Broulee-1-1-1 | Q1 | 0.4346053 | 1.922855e+00 | 0.6563099 | 0.6545666 | 0.6536262 | 0.6571400 | 1.404230e-02 | 0.0026348 | 0.0006956 | 0.0002270 | 1.404234e+00 | 0.0083321 | 0.0069558 | 0.0071777 | log | -| Broulee-1-1-1 | Q2 | 0.8406579 | 3.544205e+00 | 1.2657268 | 1.2658842 | 1.2654302 | 0.9118278 | 4.194710e-02 | 0.0044184 | 0.0012324 | 0.0003613 | 4.194713e+00 | 0.0139722 | 0.0123238 | 0.0114255 | log | -| Broulee-1-1-1 | Q3 | 1.0731579 | 4.954993e+00 | 1.6003029 | 1.5985334 | 1.6013263 | 1.0332875 | 6.559410e-02 | 0.0029965 | 0.0013841 | 0.0004163 | 6.559413e+00 | 0.0094756 | 0.0138411 | 0.0131638 | log | -| Candelo-3-3-1 | Q3 | -5.0396807 | 5.591623e+42 | 97.4279735 | 98.2327071 | 98.3322569 | 30.7165827 | 5.214400e+42 | 0.5610033 | 0.1083055 | 0.0322520 | 5.214400e+44 | 1.5867569 | 1.0102064 | 0.9414040 | log | -| Bonalbo-1-1-1 | Q1 | -0.5920938 | 5.513532e+00 | 1.7037070 | 1.7057324 | 1.7085766 | 2.1554785 | 2.863244e-01 | 0.0240591 | 0.0052900 | 0.0016540 | 2.863244e+01 | 0.0760815 | 0.0528996 | 0.0523029 | log | -| Bonalbo-1-1-1 | Q2 | -0.4921883 | 2.593773e+00 | 0.9458451 | 0.9551051 | 0.9525495 | 1.7012812 | 8.935630e-02 | 0.0103184 | 0.0037740 | 0.0011282 | 8.935627e+00 | 0.0326295 | 0.0377403 | 0.0356756 | log | -| Bonalbo-1-1-1 | Q3 | 0.2393517 | 5.393076e+00 | 1.6831350 | 1.6856835 | 1.6834838 | 1.7070275 | 1.824799e-01 | 0.0139745 | 0.0034586 | 0.0010833 | 1.824799e+01 | 0.0441911 | 0.0345860 | 0.0342557 | log | -| Bonalbo-2-2-1 | Q1 | 1.3991986 | 4.320508e+00 | 1.4625546 | 1.4633800 | 1.4633191 | 0.3711310 | 1.654430e-02 | 0.0013566 | 0.0003822 | 0.0001204 | 1.654428e+00 | 0.0042898 | 0.0038223 | 0.0038070 | log | -| Bonalbo-2-2-1 | Q2 | 2.1020093 | 8.612225e+00 | 2.1544674 | 2.1528747 | 2.1531766 | 0.3295377 | 2.916330e-02 | 0.0013398 | 0.0003112 | 0.0001067 | 2.916326e+00 | 0.0042370 | 0.0031120 | 0.0033746 | log | -| Bonalbo-2-2-1 | Q3 | 1.7446511 | 6.024808e+00 | 1.7967081 | 1.7960356 | 1.7958434 | 0.3250398 | 2.007390e-02 | 0.0008927 | 0.0003414 | 0.0001045 | 2.007387e+00 | 0.0028230 | 0.0034142 | 0.0033031 | log | -| Carcoar-1-1-1 | Q1 | -0.6956728 | 1.495947e+00 | 0.3988729 | 0.4004105 | 0.4023240 | 1.4810843 | 4.103320e-02 | 0.0084664 | 0.0025957 | 0.0008387 | 4.103317e+00 | 0.0267730 | 0.0259567 | 0.0265220 | log | -| Carcoar-1-1-1 | Q2 | -0.0766375 | 2.244615e+00 | 0.8052527 | 0.8031257 | 0.8079339 | 1.3375462 | 4.671930e-02 | 0.0059910 | 0.0022069 | 0.0006526 | 4.671929e+00 | 0.0189452 | 0.0220685 | 0.0206363 | log | -| Carcoar-1-1-1 | Q3 | 0.1020235 | 2.786652e+00 | 1.0253906 | 1.0236704 | 1.0245412 | 1.3688037 | 6.071730e-02 | 0.0058701 | 0.0021008 | 0.0006880 | 6.071730e+00 | 0.0185629 | 0.0210076 | 0.0217579 | log | -| Carnama-1-1-1 | Q1 | -4.5723153 | 1.829180e-02 | -4.0071739 | -4.0019274 | -4.0013037 | 1.0822138 | 2.748000e-04 | 0.0043236 | 0.0014607 | 0.0004780 | 2.747510e-02 | 0.0136723 | 0.0146066 | 0.0151165 | log | -| Carnama-1-1-1 | Q2 | -4.9098889 | 1.547440e-02 | -4.1700794 | -4.1709369 | -4.1692094 | 1.2475369 | 2.705000e-04 | 0.0028947 | 0.0016916 | 0.0005322 | 2.704600e-02 | 0.0091539 | 0.0169159 | 0.0168290 | log | -| Carnama-1-1-1 | Q3 | -4.2049548 | 2.495010e-02 | -3.6878840 | -3.6890901 | -3.6905169 | 1.0205378 | 3.298000e-04 | 0.0037004 | 0.0012193 | 0.0004068 | 3.297980e-02 | 0.0117016 | 0.0121932 | 0.0128654 | log | -| Aberdeen-1-1-1 | Q1 | -1.0337667 | 2.731342e+00 | 1.0180878 | 1.0054302 | 1.0040164 | 2.0488307 | 1.245104e-01 | 0.0131700 | 0.0047186 | 0.0013907 | 1.245104e+01 | 0.0416473 | 0.0471860 | 0.0439771 | log | -| Aberdeen-1-1-1 | Q2 | -1.9528873 | 9.036609e-01 | -0.0904347 | -0.1014839 | -0.1014761 | 1.9726538 | 3.616690e-02 | 0.0086121 | 0.0039357 | 0.0012322 | 3.616695e+00 | 0.0272339 | 0.0393565 | 0.0389647 | log | -| Aberdeen-1-1-1 | Q3 | -1.9314743 | 1.377315e+00 | 0.2716598 | 0.3007965 | 0.3199726 | 2.1221178 | 1.080870e-01 | 0.0227639 | 0.0079063 | 0.0024461 | 1.080870e+01 | 0.0719856 | 0.0790634 | 0.0773526 | log | -| Andamook-1-1-1 | Q1 | -1.8745206 | 3.257053e-01 | -1.1274499 | -1.1208716 | -1.1219546 | 1.2174532 | 6.611800e-03 | 0.0047967 | 0.0019382 | 0.0006441 | 6.611843e-01 | 0.0151685 | 0.0193822 | 0.0203678 | log | -| Andamook-1-1-1 | Q2 | -1.2400476 | 5.354131e-01 | -0.6249293 | -0.6243765 | -0.6236825 | 1.1344629 | 8.036300e-03 | 0.0027113 | 0.0016074 | 0.0004680 | 8.036349e-01 | 0.0085739 | 0.0160736 | 0.0148010 | log | -| Andamook-1-1-1 | Q3 | -0.9914583 | 8.059816e-01 | -0.2141447 | -0.2125718 | -0.2162576 | 1.2697775 | 1.479920e-02 | 0.0032572 | 0.0017366 | 0.0005914 | 1.479918e+00 | 0.0103002 | 0.0173661 | 0.0187021 | log | -| Andamook-2-2-1 | Q1 | -0.9079854 | 1.222733e+00 | 0.1970763 | 0.1963161 | 0.2005904 | 1.4972319 | 3.374580e-02 | 0.0070343 | 0.0025586 | 0.0008516 | 3.374585e+00 | 0.0222444 | 0.0255862 | 0.0269288 | log | -| Andamook-2-2-1 | Q2 | -0.8257150 | 1.299997e+00 | 0.2653649 | 0.2623480 | 0.2630624 | 1.4583591 | 3.983490e-02 | 0.0107349 | 0.0031772 | 0.0009558 | 3.983486e+00 | 0.0339467 | 0.0317720 | 0.0302242 | log | -| Andamook-2-2-1 | Q3 | -0.7810521 | 1.518448e+00 | 0.4237552 | 0.4194030 | 0.4166796 | 1.5396697 | 5.490480e-02 | 0.0090786 | 0.0037664 | 0.0011911 | 5.490479e+00 | 0.0287091 | 0.0376638 | 0.0376648 | log | -| Andamook-3-3-1 | Q1 | -1.7073391 | 3.700303e-01 | -0.9901506 | -0.9921247 | -0.9945590 | 1.1915106 | 7.246300e-03 | 0.0075573 | 0.0021687 | 0.0006091 | 7.246338e-01 | 0.0238984 | 0.0216874 | 0.0192617 | log | -| Andamook-3-3-1 | Q2 | -1.3400380 | 4.811287e-01 | -0.7271849 | -0.7340506 | -0.7320331 | 1.0989661 | 7.237800e-03 | 0.0037037 | 0.0014597 | 0.0004866 | 7.237802e-01 | 0.0117120 | 0.0145974 | 0.0153892 | log | -| Andamook-3-3-1 | Q3 | -1.2409555 | 6.302212e-01 | -0.4615056 | -0.4647444 | -0.4600229 | 1.2584827 | 1.206480e-02 | 0.0038988 | 0.0020504 | 0.0006038 | 1.206475e+00 | 0.0123291 | 0.0205039 | 0.0190925 | log | -| Andamook-4-4-1 | Q1 | -0.9137866 | 1.373214e+00 | 0.3179418 | 0.3169087 | 0.3167673 | 1.5831958 | 3.798740e-02 | 0.0100324 | 0.0027727 | 0.0008668 | 3.798740e+00 | 0.0317251 | 0.0277270 | 0.0274094 | log | -| Andamook-4-4-1 | Q2 | -1.0411564 | 1.068675e+00 | 0.0612907 | 0.0581042 | 0.0662793 | 1.4818142 | 2.739870e-02 | 0.0071849 | 0.0024496 | 0.0008094 | 2.739869e+00 | 0.0227205 | 0.0244956 | 0.0255955 | log | -| Andamook-4-4-1 | Q3 | -0.8395543 | 1.417260e+00 | 0.3463452 | 0.3474124 | 0.3471567 | 1.5402167 | 3.847230e-02 | 0.0078085 | 0.0024181 | 0.0008947 | 3.847231e+00 | 0.0246927 | 0.0241805 | 0.0282927 | log | -| Byrock-1-3-1 | Q1 | 0.4342374 | 1.586399e+00 | 0.4607206 | 0.4612985 | 0.4614783 | 0.2291645 | 3.657000e-03 | 0.0005864 | 0.0002191 | 0.0000761 | 3.656989e-01 | 0.0018542 | 0.0021913 | 0.0024079 | log | -| Byrock-1-3-1 | Q2 | 0.7748944 | 2.214975e+00 | 0.7950401 | 0.7954827 | 0.7952520 | 0.1922032 | 4.276000e-03 | 0.0008902 | 0.0001897 | 0.0000633 | 4.276019e-01 | 0.0028149 | 0.0018973 | 0.0020010 | log | -| Byrock-1-3-1 | Q3 | 0.8961638 | 2.515504e+00 | 0.9228555 | 0.9226222 | 0.9224413 | 0.2451779 | 6.291400e-03 | 0.0006738 | 0.0002741 | 0.0000791 | 6.291434e-01 | 0.0021308 | 0.0027411 | 0.0025029 | log | -| Byrock-2-4-1 | Q1 | -0.7678207 | 5.271333e-01 | -0.6459536 | -0.6413038 | -0.6406231 | 0.5123291 | 2.876500e-03 | 0.0014841 | 0.0005540 | 0.0001759 | 2.876510e-01 | 0.0046932 | 0.0055400 | 0.0055636 | log | -| Byrock-2-4-1 | Q2 | -0.1892172 | 8.859478e-01 | -0.1205814 | -0.1205320 | -0.1209268 | 0.3635388 | 3.324400e-03 | 0.0016896 | 0.0004036 | 0.0001160 | 3.324405e-01 | 0.0053430 | 0.0040360 | 0.0036684 | log | -| Byrock-2-4-1 | Q3 | 0.0167582 | 1.126536e+00 | 0.1192781 | 0.1190228 | 0.1191765 | 0.4670077 | 5.577500e-03 | 0.0012795 | 0.0004630 | 0.0001559 | 5.577539e-01 | 0.0040461 | 0.0046298 | 0.0049289 | log | -| Byrock-3-5-1 | Q1 | 0.0240440 | 1.038290e+00 | 0.0380394 | 0.0374845 | 0.0375565 | 0.1798642 | 1.897200e-03 | 0.0006283 | 0.0001939 | 0.0000553 | 1.897248e-01 | 0.0019869 | 0.0019394 | 0.0017475 | log | -| Byrock-3-5-1 | Q2 | 0.1445468 | 1.171557e+00 | 0.1585063 | 0.1581416 | 0.1583305 | 0.1761260 | 2.075100e-03 | 0.0007020 | 0.0001739 | 0.0000552 | 2.075091e-01 | 0.0022200 | 0.0017389 | 0.0017464 | log | -| Byrock-3-5-1 | Q3 | 0.1874443 | 1.232098e+00 | 0.2084893 | 0.2086452 | 0.2087628 | 0.2227839 | 2.762000e-03 | 0.0006707 | 0.0002360 | 0.0000698 | 2.761985e-01 | 0.0021210 | 0.0023603 | 0.0022065 | log | -| Byrock-4-6-1 | Q1 | -3.8898161 | 3.634020e-02 | -3.3136989 | -3.3136083 | -3.3143291 | 1.0641897 | 5.316000e-04 | 0.0041887 | 0.0014350 | 0.0004605 | 5.316060e-02 | 0.0132457 | 0.0143502 | 0.0145625 | log | -| Byrock-4-6-1 | Q2 | -1.8690307 | 1.644894e-01 | -1.8063437 | -1.8048585 | -1.8047283 | 0.3537047 | 6.091000e-04 | 0.0007881 | 0.0003853 | 0.0001135 | 6.091430e-02 | 0.0024923 | 0.0038533 | 0.0035884 | log | -| Byrock-4-6-1 | Q3 | -1.1496573 | 3.437087e-01 | -1.0682330 | -1.0674644 | -1.0677542 | 0.4138680 | 1.479800e-03 | 0.0017351 | 0.0004313 | 0.0001352 | 1.479806e-01 | 0.0054868 | 0.0043130 | 0.0042764 | log | -| Byrock-5-7-1 | Q1 | 0.4679234 | 1.649567e+00 | 0.5010328 | 0.5006894 | 0.5006408 | 0.2435744 | 4.053100e-03 | 0.0004177 | 0.0002222 | 0.0000796 | 4.053086e-01 | 0.0013209 | 0.0022218 | 0.0025184 | log | -| Byrock-5-7-1 | Q2 | 0.8598803 | 2.417285e+00 | 0.8829199 | 0.8825700 | 0.8826909 | 0.2033452 | 5.011500e-03 | 0.0005914 | 0.0002091 | 0.0000650 | 5.011534e-01 | 0.0018701 | 0.0020909 | 0.0020560 | log | -| Byrock-5-7-1 | Q3 | 0.9360056 | 2.621485e+00 | 0.9639866 | 0.9635096 | 0.9638049 | 0.2513879 | 6.580500e-03 | 0.0009887 | 0.0002549 | 0.0000797 | 6.580492e-01 | 0.0031266 | 0.0025488 | 0.0025194 | log | -| Anglesea-1-1-1 | Q1 | 0.5911563 | 1.861236e+00 | 0.6218111 | 0.6218665 | 0.6212130 | 0.2519806 | 4.716300e-03 | 0.0008888 | 0.0002305 | 0.0000780 | 4.716252e-01 | 0.0028107 | 0.0023050 | 0.0024677 | log | -| Anglesea-1-1-1 | Q2 | 0.5933596 | 1.878449e+00 | 0.6294109 | 0.6303626 | 0.6306630 | 0.2810262 | 5.360200e-03 | 0.0009486 | 0.0002986 | 0.0000919 | 5.360164e-01 | 0.0029997 | 0.0029860 | 0.0029072 | log | -| Anglesea-1-1-1 | Q3 | 0.5893916 | 1.887189e+00 | 0.6349429 | 0.6347246 | 0.6351022 | 0.2872454 | 5.582400e-03 | 0.0008434 | 0.0003040 | 0.0000885 | 5.582442e-01 | 0.0026670 | 0.0030399 | 0.0027984 | log | -| Anglesea-2-2-1 | Q1 | -0.4051920 | 7.114075e-01 | -0.3411242 | -0.3403519 | -0.3404324 | 0.3727657 | 2.745700e-03 | 0.0014665 | 0.0003417 | 0.0001200 | 2.745718e-01 | 0.0046374 | 0.0034173 | 0.0037939 | log | -| Anglesea-2-2-1 | Q2 | -0.3408836 | 7.738815e-01 | -0.2541534 | -0.2562730 | -0.2564487 | 0.4220596 | 3.351000e-03 | 0.0010384 | 0.0004146 | 0.0001352 | 3.351022e-01 | 0.0032837 | 0.0041458 | 0.0042743 | log | -| Anglesea-2-2-1 | Q3 | -0.2972084 | 8.217712e-01 | -0.1973849 | -0.1963354 | -0.1962625 | 0.4361943 | 3.753900e-03 | 0.0013547 | 0.0004921 | 0.0001451 | 3.753925e-01 | 0.0042839 | 0.0049209 | 0.0045885 | log | -| Ardrossa-1-1-1 | Q1 | -2.5869552 | 4.991938e-01 | -0.7140268 | -0.6953344 | -0.6960636 | 1.9134829 | 2.553260e-02 | 0.0105153 | 0.0056094 | 0.0016186 | 2.553265e+00 | 0.0332524 | 0.0560942 | 0.0511838 | log | -| Ardrossa-1-1-1 | Q2 | 0.0159150 | 1.352646e+00 | 0.3031659 | 0.3011524 | 0.3018933 | 0.7668184 | 1.189060e-02 | 0.0031772 | 0.0008900 | 0.0002727 | 1.189060e+00 | 0.0100472 | 0.0089002 | 0.0086236 | log | -| Ardrossa-1-1-1 | Q3 | 0.9006509 | 3.005853e+00 | 1.0988288 | 1.1005083 | 1.1006023 | 0.6566999 | 2.193620e-02 | 0.0023038 | 0.0008556 | 0.0002287 | 2.193622e+00 | 0.0072852 | 0.0085560 | 0.0072323 | log | -| Atherton-3-3-1 | Q2 | -10.6439029 | 4.557833e+87 | 201.7729164 | 201.8170610 | 201.8155634 | 57.5937861 | 4.557832e+87 | 0.2034884 | 0.1041543 | 0.0312258 | 4.557832e+89 | 0.6434869 | 0.9545896 | 0.9071618 | log | -| Atherton-3-3-1 | Q3 | -9.9797138 | 4.368886e+54 | 125.7889354 | 125.5982603 | 125.8217522 | 37.0515469 | 4.368811e+54 | 0.2339242 | 0.1061095 | 0.0294567 | 4.368811e+56 | 0.6616374 | 0.9667036 | 0.8638410 | log | -| Balmoral-1-1-1 | Q1 | -0.5512746 | 1.680260e+00 | 0.5155364 | 0.5178745 | 0.5182749 | 1.4771256 | 4.414650e-02 | 0.0097109 | 0.0026563 | 0.0007898 | 4.414654e+00 | 0.0307086 | 0.0265631 | 0.0249769 | log | -| Balmoral-1-1-1 | Q2 | -0.1092410 | 2.608455e+00 | 0.9621922 | 0.9606017 | 0.9582475 | 1.4279641 | 6.786540e-02 | 0.0082064 | 0.0025446 | 0.0008088 | 6.786541e+00 | 0.0259511 | 0.0254464 | 0.0255753 | log | -| Balmoral-1-1-1 | Q3 | 0.0688629 | 3.460681e+00 | 1.2265658 | 1.2362819 | 1.2412598 | 1.5424340 | 9.474580e-02 | 0.0098581 | 0.0029952 | 0.0008699 | 9.474581e+00 | 0.0311741 | 0.0299523 | 0.0275084 | log | -| Bathurst-1-1-1 | Q1 | -2.7408892 | 9.503118e-01 | -0.0684815 | -0.0570923 | -0.0512067 | 2.3524593 | 7.386210e-02 | 0.0296186 | 0.0068353 | 0.0024338 | 7.386213e+00 | 0.0936623 | 0.0683530 | 0.0769631 | log | -| Bathurst-1-1-1 | Q2 | -0.6304255 | 5.376034e+00 | 1.6569457 | 1.6774215 | 1.6815569 | 2.1265878 | 3.777551e-01 | 0.0250772 | 0.0072086 | 0.0022220 | 3.777551e+01 | 0.0793011 | 0.0720861 | 0.0702659 | log | -| Bathurst-1-1-1 | Q3 | -1.0957071 | 4.829100e+00 | 1.6369564 | 1.5626185 | 1.5373137 | 2.1824751 | 1.049019e+00 | 0.0525226 | 0.0208460 | 0.0075708 | 1.049019e+02 | 0.1660909 | 0.2084597 | 0.2394106 | log | -| Belgrave-1-1-1 | Q1 | -4.6348680 | 2.030590e-02 | -3.8880279 | -3.8967735 | -3.8975729 | 1.1886963 | 3.550000e-04 | 0.0052757 | 0.0017636 | 0.0005555 | 3.549780e-02 | 0.0166832 | 0.0176360 | 0.0175675 | log | -| Belgrave-1-1-1 | Q2 | -2.9659322 | 7.646080e-02 | -2.5691093 | -2.5703633 | -2.5718323 | 0.8679646 | 7.962000e-04 | 0.0035472 | 0.0010719 | 0.0003335 | 7.962010e-02 | 0.0112173 | 0.0107190 | 0.0105461 | log | -| Belgrave-1-1-1 | Q3 | -0.0626820 | 1.612215e+00 | 0.4755387 | 0.4755031 | 0.4772745 | 1.0504800 | 2.228240e-02 | 0.0066563 | 0.0013969 | 0.0004178 | 2.228239e+00 | 0.0210492 | 0.0139685 | 0.0132113 | log | -| Bencubbi-1-1-1 | Q1 | -0.5004514 | 1.897596e+00 | 0.6338219 | 0.6403028 | 0.6414150 | 1.4943452 | 5.850820e-02 | 0.0091748 | 0.0028979 | 0.0009274 | 5.850824e+00 | 0.0290133 | 0.0289787 | 0.0293264 | log | -| Bencubbi-1-1-1 | Q2 | -0.1980142 | 2.389234e+00 | 0.8779251 | 0.8703844 | 0.8726388 | 1.4664179 | 5.701460e-02 | 0.0040254 | 0.0023529 | 0.0007413 | 5.701457e+00 | 0.0127293 | 0.0235294 | 0.0234419 | log | -| Bencubbi-1-1-1 | Q3 | -0.2069766 | 2.543096e+00 | 0.9393528 | 0.9309794 | 0.9331235 | 1.5452017 | 6.519920e-02 | 0.0084933 | 0.0026798 | 0.0008132 | 6.519918e+00 | 0.0268582 | 0.0267979 | 0.0257144 | log | -| Byrock-1-8-1 | Q1 | -0.7637879 | 5.339554e-01 | -0.6245430 | -0.6275538 | -0.6273391 | 0.5251145 | 3.011100e-03 | 0.0012701 | 0.0007017 | 0.0001799 | 3.011088e-01 | 0.0040163 | 0.0070167 | 0.0056884 | log | -| Byrock-1-8-1 | Q2 | -0.1290078 | 9.427828e-01 | -0.0589312 | -0.0589203 | -0.0591065 | 0.3600274 | 3.579100e-03 | 0.0011985 | 0.0003467 | 0.0001200 | 3.579133e-01 | 0.0037900 | 0.0034672 | 0.0037948 | log | -| Byrock-1-8-1 | Q3 | 0.0928126 | 1.201713e+00 | 0.1850582 | 0.1834944 | 0.1836448 | 0.4410530 | 5.663100e-03 | 0.0014521 | 0.0004488 | 0.0001434 | 5.663129e-01 | 0.0045919 | 0.0044877 | 0.0045353 | log | -| Byrock-2-9-1 | Q1 | -0.0473931 | 9.771759e-01 | -0.0221052 | -0.0226589 | -0.0230434 | 0.2235873 | 2.216600e-03 | 0.0007356 | 0.0002266 | 0.0000703 | 2.216567e-01 | 0.0023261 | 0.0022658 | 0.0022228 | log | -| Byrock-2-9-1 | Q2 | 0.2470553 | 1.301195e+00 | 0.2638364 | 0.2633695 | 0.2632022 | 0.1946618 | 2.514200e-03 | 0.0005496 | 0.0001736 | 0.0000590 | 2.514243e-01 | 0.0017379 | 0.0017361 | 0.0018672 | log | -| Byrock-2-9-1 | Q3 | 0.2391911 | 1.309252e+00 | 0.2699722 | 0.2691794 | 0.2694613 | 0.2394698 | 3.182400e-03 | 0.0004379 | 0.0002208 | 0.0000769 | 3.182419e-01 | 0.0013846 | 0.0022082 | 0.0024333 | log | -| Byrock-3-10-1 | Q1 | -4.2290359 | 3.231360e-02 | -3.4341305 | -3.4340560 | -3.4321279 | 1.2459017 | 5.978000e-04 | 0.0062616 | 0.0016664 | 0.0005831 | 5.978350e-02 | 0.0198010 | 0.0166636 | 0.0184389 | log | -| Byrock-3-10-1 | Q2 | -1.9800527 | 1.504480e-01 | -1.8921035 | -1.8936098 | -1.8937622 | 0.4161620 | 6.698000e-04 | 0.0010816 | 0.0003584 | 0.0001432 | 6.697800e-02 | 0.0034203 | 0.0035843 | 0.0045295 | log | -| Byrock-3-10-1 | Q3 | -1.0995312 | 3.563030e-01 | -1.0320912 | -1.0317891 | -1.0320937 | 0.3744842 | 1.378400e-03 | 0.0010162 | 0.0003711 | 0.0001261 | 1.378413e-01 | 0.0032135 | 0.0037108 | 0.0039866 | log | -| Branxton-1-1-1 | Q1 | -3.3129356 | 9.252930e-02 | -2.3869450 | -2.3836143 | -2.3806788 | 1.3676843 | 1.999700e-03 | 0.0062874 | 0.0020755 | 0.0007071 | 1.999672e-01 | 0.0198825 | 0.0207553 | 0.0223616 | log | -| Branxton-1-1-1 | Q2 | -1.9118168 | 3.165866e-01 | -1.1540197 | -1.1510171 | -1.1507286 | 1.2165982 | 6.382600e-03 | 0.0066788 | 0.0020342 | 0.0006298 | 6.382641e-01 | 0.0211202 | 0.0203420 | 0.0199156 | log | -| Branxton-1-1-1 | Q3 | -1.4485575 | 6.111251e-01 | -0.4849304 | -0.4938189 | -0.4926781 | 1.3924429 | 1.757190e-02 | 0.0099362 | 0.0029599 | 0.0009168 | 1.757186e+00 | 0.0314211 | 0.0295990 | 0.0289922 | log | -| Bridport-1-1-1 | Q1 | 0.7394014 | 3.784242e+00 | 1.3396415 | 1.3294000 | 1.3307375 | 1.0998018 | 5.561400e-02 | 0.0046169 | 0.0015400 | 0.0004602 | 5.561402e+00 | 0.0145999 | 0.0154000 | 0.0145540 | log | -| Bridport-1-1-1 | Q2 | 2.2272136 | 3.537056e+03 | 8.6134058 | 8.2144434 | 8.0261948 | 3.0446010 | 2.899807e+03 | 0.1502917 | 0.0676623 | 0.0317348 | 2.899807e+05 | 0.4752642 | 0.6238158 | 0.9403365 | log | -| Bridport-1-1-1 | Q3 | 4.2192574 | 2.633218e+06 | 14.5384655 | 14.7098083 | 14.6685409 | 4.6582726 | 1.940057e+06 | 0.2988219 | 0.0833353 | 0.0254283 | 1.940057e+08 | 0.8964658 | 0.7949681 | 0.7746260 | log | -| Buckland-1-1-1 | Q1 | 1.7767344 | 3.927456e+00 | 1.3662363 | 1.3676382 | 1.3675498 | 0.8647237 | 3.229190e-02 | 0.0019258 | 0.0008592 | 0.0002628 | 3.229188e+00 | 0.0060900 | 0.0085916 | 0.0083104 | square_root | -| Buckland-1-1-1 | Q2 | 5.2968093 | 2.871478e+01 | 3.3587474 | 3.3572432 | 3.3573289 | 0.8551895 | 9.070880e-02 | 0.0007671 | 0.0003264 | 0.0000958 | 9.070880e+00 | 0.0024256 | 0.0032642 | 0.0030304 | square_root | -| Buckland-1-1-1 | Q3 | 14.8646182 | 2.219903e+02 | 5.4028358 | 5.4026622 | 5.4025693 | 1.0012541 | 2.946223e-01 | 0.0003281 | 0.0001367 | 0.0000408 | 2.946223e+01 | 0.0010376 | 0.0013669 | 0.0012912 | square_root | -| Boggabri-1-1-1 | Q1 | -0.6312717 | 2.179186e+00 | 0.7849200 | 0.7792085 | 0.7765822 | 1.6858973 | 7.554860e-02 | 0.0099964 | 0.0037479 | 0.0010837 | 7.554864e+00 | 0.0316112 | 0.0374786 | 0.0342692 | log | -| Boggabri-1-1-1 | Q2 | -0.4110165 | 2.269542e+00 | 0.8129896 | 0.8269706 | 0.8196780 | 1.5695670 | 6.815330e-02 | 0.0095228 | 0.0026999 | 0.0009673 | 6.815326e+00 | 0.0301138 | 0.0269992 | 0.0305899 | log | -| Boggabri-1-1-1 | Q3 | -0.1066361 | 3.839370e+00 | 1.3186445 | 1.3443750 | 1.3450019 | 1.7369200 | 1.270788e-01 | 0.0066025 | 0.0031959 | 0.0010198 | 1.270788e+01 | 0.0208788 | 0.0319591 | 0.0322497 | log | -| Bundeena-1-6-1 | Q1 | -18.2759760 | 1.058281e+38 | 87.8104577 | 87.5792721 | 87.5075772 | 27.1543850 | 1.058157e+38 | 0.1954918 | 0.0870115 | 0.0317686 | 1.058157e+40 | 0.5529344 | 0.8208649 | 0.9262044 | log | -| Bundeena-1-6-1 | Q2 | -7.0994450 | 4.678049e+36 | 84.3085285 | 84.3306865 | 84.3936804 | 25.6512710 | 4.611844e+36 | 0.2372809 | 0.1135178 | 0.0309105 | 4.611844e+38 | 0.7118427 | 1.0089679 | 0.9038344 | log | -| Bundeena-1-6-1 | Q3 | 21.6301200 | 7.455775e+44 | 103.0159159 | 103.1827729 | 103.2496030 | 23.9704660 | 6.904773e+44 | 0.3035637 | 0.1082046 | 0.0321308 | 6.904773e+46 | 0.8586079 | 0.9975974 | 0.9444491 | log | -| Busselto-1-1-1 | Q1 | -0.3186864 | 3.274924e+00 | 1.1895129 | 1.1833341 | 1.1850949 | 1.7432846 | 1.197538e-01 | 0.0126798 | 0.0033043 | 0.0011766 | 1.197538e+01 | 0.0400970 | 0.0330428 | 0.0372067 | log | -| Busselto-1-1-1 | Q2 | 0.9527745 | 1.102466e+01 | 2.4031361 | 2.3971544 | 2.3988625 | 1.7098979 | 3.841744e-01 | 0.0103098 | 0.0033227 | 0.0010880 | 3.841744e+01 | 0.0326023 | 0.0332268 | 0.0344041 | log | -| Busselto-1-1-1 | Q3 | 1.2838208 | 1.870697e+01 | 2.9191325 | 2.9246587 | 2.9270601 | 1.7932645 | 8.313680e-01 | 0.0111525 | 0.0048091 | 0.0013857 | 8.313680e+01 | 0.0352672 | 0.0480915 | 0.0438198 | log | -| Canberra-1-1-1 | Q1 | 6.1746021 | 2.046411e+09 | 21.5595886 | 21.2923349 | 21.3104323 | 6.2563208 | 9.160564e+08 | 0.1451133 | 0.0565289 | 0.0187593 | 9.160564e+10 | 0.4588886 | 0.5624554 | 0.5887548 | log | -| Canberra-1-1-1 | Q2 | 1.7722519 | 1.059188e+02 | 4.6177525 | 4.6643944 | 4.6567607 | 2.4066179 | 1.022454e+01 | 0.0385685 | 0.0095053 | 0.0031120 | 1.022454e+03 | 0.1219644 | 0.0950528 | 0.0984105 | log | -| Canberra-1-1-1 | Q3 | -0.0625496 | 3.017773e+00 | 1.1198810 | 1.1049085 | 1.1025434 | 1.5066874 | 1.024319e-01 | 0.0085559 | 0.0033111 | 0.0010749 | 1.024319e+01 | 0.0270560 | 0.0331113 | 0.0339917 | log | -| Capertee-1-1-1 | Q1 | -2.2521741 | 1.306387e-01 | -2.0353247 | -2.0363502 | -2.0353400 | 0.6804521 | 9.625000e-04 | 0.0024633 | 0.0006870 | 0.0002360 | 9.625110e-02 | 0.0077897 | 0.0068701 | 0.0074624 | log | -| Capertee-1-1-1 | Q2 | 0.3652208 | 1.758047e+00 | 0.5609557 | 0.5632635 | 0.5643785 | 0.6467762 | 1.272580e-02 | 0.0029072 | 0.0006740 | 0.0002274 | 1.272578e+00 | 0.0091935 | 0.0067396 | 0.0071907 | log | -| Capertee-1-1-1 | Q3 | 1.4723831 | 5.864853e+00 | 1.7710220 | 1.7687992 | 1.7688055 | 0.7772075 | 5.194820e-02 | 0.0039106 | 0.0008830 | 0.0002829 | 5.194817e+00 | 0.0123664 | 0.0088296 | 0.0089471 | log | -| Capertee-2-2-1 | Q1 | -2.2521741 | 1.379755e-01 | -1.9831849 | -1.9789577 | -1.9807075 | 0.7584556 | 1.209000e-03 | 0.0026735 | 0.0008524 | 0.0002768 | 1.209044e-01 | 0.0084542 | 0.0085239 | 0.0087534 | log | -| Capertee-2-2-1 | Q2 | 0.3652208 | 1.824620e+00 | 0.6018061 | 0.6016054 | 0.6012090 | 0.6812773 | 1.390050e-02 | 0.0038384 | 0.0007483 | 0.0002449 | 1.390046e+00 | 0.0121381 | 0.0074835 | 0.0077441 | log | -| Capertee-2-2-1 | Q3 | 1.4723831 | 6.033461e+00 | 1.7958566 | 1.7959533 | 1.7967354 | 0.8020057 | 5.589980e-02 | 0.0021933 | 0.0009714 | 0.0002961 | 5.589981e+00 | 0.0069358 | 0.0097141 | 0.0093636 | log | -| Carnarvo-1-1-1 | Q1 | -0.1643253 | 1.534970e+00 | 0.4350917 | 0.4286221 | 0.4280667 | 1.0735512 | 2.344350e-02 | 0.0043585 | 0.0014296 | 0.0004805 | 2.344349e+00 | 0.0137829 | 0.0142961 | 0.0151948 | log | -| Carnarvo-1-1-1 | Q2 | -0.0200811 | 1.730507e+00 | 0.5447611 | 0.5492046 | 0.5474745 | 1.0600926 | 2.446210e-02 | 0.0051315 | 0.0013409 | 0.0004552 | 2.446207e+00 | 0.0162272 | 0.0134089 | 0.0143960 | log | -| Carnarvo-1-1-1 | Q3 | -0.1166450 | 1.731704e+00 | 0.5518221 | 0.5491391 | 0.5491499 | 1.1437784 | 3.192010e-02 | 0.0039427 | 0.0016148 | 0.0005819 | 3.192014e+00 | 0.0124678 | 0.0161478 | 0.0184027 | log | -| Bundeena-1-1-1 | Q1 | -16.9656550 | 3.946876e+37 | 86.6045970 | 86.6228932 | 86.5086243 | 30.4816690 | 3.899309e+37 | 0.2748576 | 0.0892391 | 0.0332572 | 3.899309e+39 | 0.8245727 | 0.8275691 | 0.9621635 | log | -| Bundeena-1-1-1 | Q2 | -7.5044530 | 4.368843e+41 | 96.1925223 | 95.8448492 | 95.8212234 | 29.4681460 | 4.365005e+41 | 0.1866241 | 0.1021748 | 0.0324065 | 4.365005e+43 | 0.5278526 | 0.9364473 | 0.9558533 | log | -| Bundeena-1-1-1 | Q3 | -8.1382290 | 9.256883e+38 | 90.0691219 | 89.5853885 | 89.6568893 | 28.8041020 | 9.195990e+38 | 0.1622133 | 0.1124962 | 0.0300981 | 9.195990e+40 | 0.4588086 | 1.0061963 | 0.8718066 | log | -| Bundeena-2-2-1 | Q1 | -18.1033090 | 8.583436e+33 | 78.1431769 | 77.9902983 | 77.9885157 | 29.5853370 | 5.588751e+33 | 0.3236195 | 0.0685076 | 0.0272046 | 5.588751e+35 | 0.9708586 | 0.6606633 | 0.8354075 | log | -| Bundeena-2-2-1 | Q2 | -8.6168810 | 6.552736e+38 | 89.0441067 | 89.4059755 | 89.3125886 | 28.3373370 | 6.548871e+38 | 0.2846065 | 0.0898985 | 0.0323992 | 6.548871e+40 | 0.8049888 | 0.8090865 | 0.9462549 | log | -| Bundeena-2-2-1 | Q3 | -6.2319110 | 1.166175e+38 | 87.1994707 | 87.6404862 | 87.6355808 | 27.2307970 | 1.153832e+38 | 0.2018696 | 0.0803262 | 0.0322095 | 1.153832e+40 | 0.6056088 | 0.7229359 | 0.9335194 | log | -| Bundeena-3-3-1 | Q1 | -14.4945740 | 7.949429e+35 | 82.4883362 | 82.6240398 | 82.6377284 | 29.4023210 | 7.946523e+35 | 0.4854349 | 0.1022905 | 0.0324413 | 7.946523e+37 | 1.4563047 | 0.9430722 | 0.9508120 | log | -| Bundeena-3-3-1 | Q2 | -7.6408800 | 4.404679e+43 | 100.5399262 | 100.4151893 | 100.4826492 | 28.5638660 | 4.403259e+43 | 0.2544608 | 0.1088467 | 0.0314991 | 4.403259e+45 | 0.7197238 | 1.0326104 | 0.9129293 | log | -| Bundeena-3-3-1 | Q3 | -8.6547620 | 1.775121e+33 | 76.5243382 | 76.7216139 | 76.5574975 | 27.7604140 | 1.750506e+33 | 0.2179260 | 0.0739392 | 0.0323141 | 1.750506e+35 | 0.6891427 | 0.6816853 | 0.9426642 | log | -| Bundeena-4-4-1 | Q1 | -15.8306930 | 2.668818e+36 | 83.7279923 | 83.7589714 | 83.7280508 | 29.3996980 | 1.935077e+36 | 0.1990632 | 0.1011379 | 0.0308411 | 1.935077e+38 | 0.5630358 | 0.9541335 | 0.9318910 | log | -| Bundeena-4-4-1 | Q2 | -8.8310020 | 1.396345e+38 | 87.8568021 | 87.7200734 | 87.7641995 | 27.7701040 | 1.396198e+38 | 0.2044450 | 0.0947152 | 0.0347958 | 1.396198e+40 | 0.5782578 | 0.8680788 | 1.0120737 | log | -| Bundeena-4-4-1 | Q3 | -6.7571090 | 2.789031e+39 | 90.5969091 | 90.7171905 | 90.7722957 | 29.2073930 | 2.710146e+39 | 0.4211885 | 0.1047709 | 0.0320218 | 2.710146e+41 | 1.0316968 | 0.9939443 | 0.9357813 | log | -| Bundeena-5-5-1 | Q1 | -17.9961670 | 5.763669e+41 | 96.3289982 | 96.0404278 | 96.1452764 | 26.5671470 | 5.763669e+41 | 0.2903907 | 0.1000008 | 0.0341397 | 5.763669e+43 | 0.8213490 | 0.9165224 | 0.9728330 | log | -| Bundeena-5-5-1 | Q2 | -8.4336170 | 7.777281e+36 | 84.4672935 | 84.9681394 | 84.8378393 | 25.7029030 | 7.169822e+36 | 0.6073123 | 0.0872820 | 0.0324673 | 7.169822e+38 | 1.9204902 | 0.7951768 | 0.9499125 | log | -| Bundeena-5-5-1 | Q3 | 24.2664430 | 3.812319e+45 | 104.8161587 | 104.8519946 | 104.8065154 | 24.2664430 | 2.562005e+45 | 0.1960199 | 0.0758737 | 0.0254726 | 2.562005e+47 | 0.5880596 | 0.7277551 | 0.7768096 | log | -| Cessnock-1-1-1 | Q2 | -0.7498301 | 1.539739e+00 | 0.4457761 | 0.4293300 | 0.4309528 | 1.5358640 | 4.157580e-02 | 0.0098536 | 0.0024658 | 0.0008134 | 4.157577e+00 | 0.0311598 | 0.0246577 | 0.0257218 | log | -| Cessnock-1-1-1 | Q3 | 0.7817424 | 2.970939e+00 | 1.0905931 | 1.0894019 | 1.0886544 | 0.7712746 | 2.644400e-02 | 0.0026646 | 0.0009011 | 0.0002813 | 2.644399e+00 | 0.0084262 | 0.0090111 | 0.0088951 | log | -| Cassilis-1-1-1 | Q1 | 0.4734463 | 1.502044e+02 | 4.9935219 | 4.9636276 | 4.9823249 | 3.0770123 | 3.510428e+01 | 0.0706763 | 0.0243386 | 0.0081995 | 3.510428e+03 | 0.2234980 | 0.2433857 | 0.2592921 | log | -| Cassilis-1-1-1 | Q2 | 0.0554181 | 1.901870e+00 | 0.6396196 | 0.6446781 | 0.6428824 | 1.0816172 | 2.709570e-02 | 0.0056213 | 0.0013676 | 0.0004536 | 2.709565e+00 | 0.0177762 | 0.0136758 | 0.0143438 | log | -| Cassilis-1-1-1 | Q3 | 0.0910810 | 2.135933e+00 | 0.7595493 | 0.7621067 | 0.7593218 | 1.1514385 | 3.255350e-02 | 0.0047785 | 0.0014186 | 0.0004859 | 3.255348e+00 | 0.0151111 | 0.0141864 | 0.0153658 | log | -| Charlton-1-1-1 | Q1 | 0.9274501 | 3.225008e+00 | 1.1719162 | 1.1706099 | 1.1710301 | 0.6976524 | 2.578270e-02 | 0.0024240 | 0.0007983 | 0.0002496 | 2.578275e+00 | 0.0076652 | 0.0079834 | 0.0078939 | log | -| Charlton-1-1-1 | Q2 | 0.9252982 | 3.081864e+00 | 1.1254880 | 1.1254614 | 1.1254344 | 0.6280323 | 2.165170e-02 | 0.0023828 | 0.0007457 | 0.0002287 | 2.165166e+00 | 0.0075351 | 0.0074574 | 0.0072310 | log | -| Charlton-1-1-1 | Q3 | 2.6287113 | 1.945076e+01 | 2.9696423 | 2.9685231 | 2.9682443 | 0.8254712 | 1.928994e-01 | 0.0022979 | 0.0009053 | 0.0003050 | 1.928994e+01 | 0.0072665 | 0.0090530 | 0.0096441 | log | -| Childers-1-1-1 | Q1 | -5.1510550 | 1.490690e-02 | -4.1975731 | -4.2012399 | -4.2056696 | 1.3919921 | 3.203000e-04 | 0.0042405 | 0.0023468 | 0.0006713 | 3.202970e-02 | 0.0134097 | 0.0234677 | 0.0212292 | log | -| Childers-1-1-1 | Q2 | -5.0682978 | 1.434320e-02 | -4.2397945 | -4.2468100 | -4.2453524 | 1.2755920 | 2.992000e-04 | 0.0047758 | 0.0019110 | 0.0006654 | 2.992400e-02 | 0.0151024 | 0.0191098 | 0.0210432 | log | -| Childers-1-1-1 | Q3 | -5.2657308 | 1.306110e-02 | -4.3294622 | -4.3397505 | -4.3379231 | 1.3600721 | 3.076000e-04 | 0.0086017 | 0.0024579 | 0.0007467 | 3.075810e-02 | 0.0272008 | 0.0245787 | 0.0236123 | log | -| Childers-2-2-1 | Q1 | -2.4720448 | 2.308120e-01 | -1.4747239 | -1.4687150 | -1.4652991 | 1.4372124 | 5.432000e-03 | 0.0056529 | 0.0022388 | 0.0006911 | 5.431985e-01 | 0.0178760 | 0.0223881 | 0.0218560 | log | -| Childers-2-2-1 | Q2 | -1.3971269 | 6.846280e-01 | -0.3848672 | -0.3815768 | -0.3787957 | 1.4428008 | 1.599720e-02 | 0.0055786 | 0.0023300 | 0.0007387 | 1.599718e+00 | 0.0176410 | 0.0233001 | 0.0233598 | log | -| Childers-2-2-1 | Q3 | -1.0963085 | 1.093240e+00 | 0.0892983 | 0.0886226 | 0.0885298 | 1.5407205 | 3.608590e-02 | 0.0085941 | 0.0029832 | 0.0010412 | 3.608594e+00 | 0.0271769 | 0.0298315 | 0.0329245 | log | - -``` r - -check_transformations_sd %>% knitr::kable() -``` - -| id_col | SurveyID | fit.aug | fit.back | mean_logSE | mean_logSD | sd.fit.aug | se.fit.back | se_logSE | se_logSD | sd.fit.back | sd_logSE | sd_logSD | transformation_type | -|:---------------|:---------|-----------:|--------------:|-----------:|-----------:|-----------:|--------------:|----------:|----------:|--------------:|----------:|----------:|:--------------------| -| Bodalla-1-1-1 | Q1 | 1.5851971 | 4.715018e+10 | 24.280903 | 28.172149 | 8.276151 | 3.571123e+10 | 0.1585787 | 0.1449151 | 3.571123e+12 | 1.4705984 | 1.0449979 | log | -| Bodalla-1-1-1 | Q2 | 1.6899319 | 1.914985e+11 | 25.866412 | 29.429906 | 8.720628 | 1.263959e+11 | 0.0744908 | 0.1764054 | 1.263959e+13 | 0.7260470 | 1.2221728 | log | -| Bodalla-1-1-1 | Q3 | 1.8732339 | 2.703068e+12 | 28.567580 | 32.432363 | 8.876595 | 2.122403e+12 | 0.1057391 | 0.1725825 | 2.122403e+14 | 0.9975405 | 1.2324857 | log | -| Brookto-1-1-1 | Q1 | 0.2833457 | 4.375086e+24 | 56.714815 | 60.579157 | 17.722631 | 4.018811e+24 | 0.0941441 | 0.1578199 | 4.018811e+26 | 0.8831501 | 1.0586881 | log | -| Brookto-1-1-1 | Q2 | 1.4072346 | 3.471814e+55 | 127.631776 | 131.735516 | 37.904542 | 2.626666e+55 | 0.1029503 | 0.1386872 | 2.626666e+57 | 0.9874650 | 1.0191384 | log | -| Brookto-1-1-1 | Q3 | 5.7457778 | 1.374814e+131 | 301.797578 | 305.788844 | 86.936283 | 1.374655e+131 | 0.1023473 | 0.1370961 | 1.374655e+133 | 0.9491300 | 0.9980750 | log | -| Carcoar-1-1-1 | Q1 | -0.6956728 | 1.394803e+40 | 92.326887 | 96.245968 | 27.509920 | 1.017465e+40 | 0.0973214 | 0.1371470 | 1.017465e+42 | 0.9232721 | 1.0078203 | log | -| Carcoar-1-1-1 | Q2 | -0.0766375 | 5.948818e+40 | 93.793910 | 98.162358 | 24.843817 | 5.926304e+40 | 0.1112594 | 0.1465455 | 5.926304e+42 | 1.0074964 | 1.0567547 | log | -| Carcoar-1-1-1 | Q3 | 0.1020235 | 3.110086e+39 | 90.793234 | 94.171517 | 25.424401 | 2.121060e+39 | 0.0744329 | 0.1734327 | 2.121060e+41 | 0.7021983 | 1.2978518 | log | -| Andamook-1-1-1 | Q1 | -1.8745206 | 1.359974e+40 | 92.521494 | 96.123326 | 22.776463 | 1.359974e+40 | 0.0844238 | 0.1991467 | 1.359974e+42 | 0.7262409 | 1.4081797 | log | -| Andamook-1-1-1 | Q2 | -1.2400476 | 4.235733e+33 | 77.289144 | 81.347601 | 21.223858 | 4.235684e+33 | 0.1068696 | 0.1431957 | 4.235684e+35 | 0.9558707 | 1.0522691 | log | -| Andamook-1-1-1 | Q3 | -0.9914583 | 1.058275e+31 | 71.314778 | 74.768111 | 23.755362 | 5.550917e+30 | 0.0723982 | 0.1402344 | 5.550917e+32 | 0.7093544 | 1.0209219 | log | -| Andamook-2-2-1 | Q1 | -0.9079854 | 5.038539e+37 | 86.731071 | 90.933959 | 28.010644 | 4.999268e+37 | 0.1207513 | 0.1404584 | 4.999268e+39 | 1.1067037 | 1.0030737 | log | -| Andamook-2-2-1 | Q2 | -0.8257150 | 4.054258e+37 | 86.544797 | 90.214040 | 27.283401 | 3.720945e+37 | 0.0914833 | 0.1811456 | 3.720945e+39 | 0.8532991 | 1.3555693 | log | -| Andamook-2-2-1 | Q3 | -0.7810521 | 3.370223e+44 | 102.271815 | 106.390808 | 28.804583 | 3.370160e+44 | 0.1151221 | 0.1666609 | 3.370160e+46 | 1.1042123 | 1.2133094 | log | -| Andamook-3-3-1 | Q1 | -1.7073391 | 2.044702e+31 | 72.000963 | 75.730262 | 22.291121 | 1.437889e+31 | 0.0784153 | 0.1462967 | 1.437889e+33 | 0.7562100 | 0.9922325 | log | -| Andamook-3-3-1 | Q2 | -1.3400380 | 4.922963e+27 | 63.824759 | 67.760907 | 20.559772 | 4.910860e+27 | 0.0816354 | 0.1546642 | 4.910860e+29 | 0.7570554 | 1.1365453 | log | -| Andamook-3-3-1 | Q3 | -1.2409555 | 8.075538e+32 | 75.650533 | 79.946169 | 23.544056 | 7.730324e+32 | 0.1086041 | 0.1880971 | 7.730324e+34 | 1.0187966 | 1.2044093 | log | -| Andamook-4-4-1 | Q1 | -0.9137866 | 3.137181e+44 | 102.372312 | 106.528450 | 29.618882 | 3.121804e+44 | 0.0966157 | 0.1394271 | 3.121804e+46 | 0.8907531 | 1.0978501 | log | -| Andamook-4-4-1 | Q2 | -1.0411564 | 1.067888e+51 | 117.582704 | 121.242260 | 27.722204 | 1.067772e+51 | 0.0904001 | 0.1671686 | 1.067772e+53 | 0.8085632 | 1.1460503 | log | -| Andamook-4-4-1 | Q3 | -0.8395543 | 5.837755e+42 | 98.401082 | 102.486470 | 28.814816 | 5.836357e+42 | 0.0926649 | 0.1567658 | 5.836357e+44 | 0.8442177 | 1.0632374 | log | -| Byrock-1-3-1 | Q1 | 0.4342374 | 9.826454e+03 | 9.049175 | 12.513154 | 4.287275 | 4.455447e+03 | 0.0531820 | 0.1728539 | 4.455447e+05 | 0.5291543 | 1.1850266 | log | -| Byrock-1-3-1 | Q2 | 0.7748944 | 7.457640e+04 | 11.047179 | 15.049353 | 3.595793 | 7.257341e+04 | 0.1022227 | 0.1765925 | 7.257341e+06 | 0.9312934 | 1.2486976 | log | -| Byrock-1-3-1 | Q3 | 0.8961638 | 5.098855e+04 | 10.905544 | 14.394845 | 4.586858 | 3.598215e+04 | 0.0566885 | 0.1805774 | 3.598215e+06 | 0.5347985 | 1.3269672 | log | -| Byrock-2-4-1 | Q1 | -0.7678207 | 2.660677e+12 | 28.260132 | 32.153651 | 9.584799 | 2.083806e+12 | 0.1335861 | 0.1573199 | 2.083806e+14 | 1.2673088 | 1.2287076 | log | -| Byrock-2-4-1 | Q2 | -0.1892172 | 1.836782e+07 | 16.573906 | 20.143163 | 6.801189 | 9.305802e+06 | 0.0654835 | 0.1343152 | 9.305802e+08 | 0.6515527 | 1.0404009 | log | -| Byrock-2-4-1 | Q3 | 0.0167582 | 1.828169e+12 | 28.207753 | 31.995505 | 8.736914 | 1.347499e+12 | 0.0666574 | 0.1542369 | 1.347499e+14 | 0.6288445 | 1.1228618 | log | -| Byrock-3-5-1 | Q1 | 0.0240440 | 1.772652e+02 | 5.183798 | 7.341190 | 3.364952 | 3.254610e+01 | 0.0185855 | 0.1623137 | 3.254610e+03 | 0.1858546 | 1.2037504 | log | -| Byrock-3-5-1 | Q2 | 0.1445468 | 3.214242e+02 | 5.710767 | 8.856817 | 3.295016 | 1.045370e+02 | 0.0409215 | 0.1336494 | 1.045370e+04 | 0.4092148 | 0.7906805 | log | -| Byrock-3-5-1 | Q3 | 0.1874443 | 2.042601e+03 | 7.603082 | 9.889808 | 4.167905 | 3.873220e+02 | 0.0168854 | 0.1444573 | 3.873220e+04 | 0.1688539 | 1.0112012 | log | -| Byrock-4-6-1 | Q1 | -3.8898161 | 3.739106e+28 | 65.755921 | 69.721890 | 19.909167 | 3.739066e+28 | 0.0937159 | 0.1238924 | 3.739066e+30 | 0.8640179 | 0.9596662 | log | -| Byrock-4-6-1 | Q2 | -1.8690307 | 3.789583e+05 | 12.732444 | 16.008672 | 6.617209 | 1.866554e+05 | 0.0534890 | 0.1618875 | 1.866554e+07 | 0.5295142 | 1.0615671 | log | -| Byrock-4-6-1 | Q3 | -1.1496573 | 1.728798e+10 | 23.585268 | 27.123041 | 7.742761 | 1.365450e+10 | 0.0664829 | 0.1826851 | 1.365450e+12 | 0.6236653 | 1.2390307 | log | -| Byrock-5-7-1 | Q1 | 0.4679234 | 4.505923e+04 | 10.450142 | 14.087742 | 4.556860 | 2.414637e+04 | 0.0772371 | 0.1539755 | 2.414637e+06 | 0.7606971 | 1.1209589 | log | -| Byrock-5-7-1 | Q2 | 0.8598803 | 1.735121e+03 | 7.476054 | 9.878371 | 3.804240 | 4.238088e+02 | 0.0244473 | 0.2088673 | 4.238088e+04 | 0.2444732 | 1.4769152 | log | -| Byrock-5-7-1 | Q3 | 0.9360056 | 1.427980e+05 | 11.737889 | 15.190623 | 4.703036 | 8.123021e+04 | 0.0613235 | 0.1748353 | 8.123021e+06 | 0.6070715 | 1.1194922 | log | -| Anglesea-1-1-1 | Q1 | 0.5911563 | 2.130915e+04 | 9.902367 | 12.936368 | 4.714125 | 8.285413e+03 | 0.0434440 | 0.1606426 | 8.285413e+05 | 0.4344399 | 1.1359145 | log | -| Anglesea-1-1-1 | Q2 | 0.5933596 | 6.561931e+04 | 11.015172 | 14.005255 | 5.257519 | 2.379733e+04 | 0.0447777 | 0.1494824 | 2.379733e+06 | 0.4477773 | 1.0779328 | log | -| Anglesea-1-1-1 | Q3 | 0.5893916 | 7.347069e+05 | 13.390412 | 17.065140 | 5.373869 | 5.876259e+05 | 0.0961848 | 0.1550806 | 5.876259e+07 | 0.9124890 | 1.0403121 | log | -| Anglesea-2-2-1 | Q1 | -0.4051920 | 3.192970e+07 | 17.284280 | 20.726452 | 6.973808 | 1.927039e+07 | 0.0553970 | 0.1588320 | 1.927039e+09 | 0.5427777 | 1.1118243 | log | -| Anglesea-2-2-1 | Q2 | -0.3408836 | 7.294267e+08 | 20.359832 | 23.830909 | 7.896012 | 4.060890e+08 | 0.0578309 | 0.1318043 | 4.060890e+10 | 0.5666252 | 0.9595496 | log | -| Anglesea-2-2-1 | Q3 | -0.2972084 | 2.447431e+09 | 21.404135 | 25.050894 | 8.160448 | 2.063967e+09 | 0.0995087 | 0.2450202 | 2.063967e+11 | 0.9440220 | 1.6252802 | log | -| Ardrossa-1-1-1 | Q1 | -2.5869552 | 5.737754e+51 | 119.400968 | 123.101387 | 35.797987 | 5.724790e+51 | 0.0707752 | 0.1901124 | 5.724790e+53 | 0.6486655 | 1.3442978 | log | -| Ardrossa-1-1-1 | Q2 | 0.0159150 | 1.086784e+22 | 50.762557 | 54.410226 | 14.345859 | 1.080879e+22 | 0.0993784 | 0.1821692 | 1.080879e+24 | 0.9269400 | 1.3136407 | log | -| Ardrossa-1-1-1 | Q3 | 0.9006509 | 3.717177e+18 | 42.627214 | 46.503557 | 12.285730 | 2.661137e+18 | 0.0762021 | 0.1648341 | 2.661137e+20 | 0.7388070 | 1.1538390 | log | -| Balmoral-1-1-1 | Q1 | -0.5512746 | 5.590831e+37 | 86.824504 | 90.687775 | 27.634489 | 3.584401e+37 | 0.0754728 | 0.1426059 | 3.584401e+39 | 0.7239099 | 1.0083758 | log | -| Balmoral-1-1-1 | Q2 | -0.1092410 | 9.832488e+45 | 105.875970 | 109.996989 | 26.714763 | 9.832487e+45 | 0.0983267 | 0.1189732 | 9.832487e+47 | 0.9171302 | 0.9138507 | log | -| Balmoral-1-1-1 | Q3 | 0.0688629 | 2.675938e+47 | 109.094397 | 113.213058 | 28.856299 | 2.675935e+47 | 0.1156376 | 0.1404021 | 2.675935e+49 | 1.0785957 | 1.0124538 | log | -| Bathurst-1-1-1 | Q1 | -2.7408892 | 4.078344e+66 | 153.317538 | 157.447113 | 43.694992 | 3.995943e+66 | 0.0972714 | 0.1471204 | 3.995943e+68 | 0.9279100 | 1.0086066 | log | -| Bathurst-1-1-1 | Q2 | -0.6304255 | 8.859665e+66 | 154.168031 | 158.333909 | 39.499616 | 8.858198e+66 | 0.0911889 | 0.1418615 | 8.858198e+68 | 0.8357598 | 1.0229780 | log | -| Bathurst-1-1-1 | Q3 | -1.0957071 | 3.706282e+57 | 132.384227 | 136.388861 | 40.537677 | 3.567701e+57 | 0.1026535 | 0.1656745 | 3.567701e+59 | 0.9629751 | 1.1831525 | log | -| Belgrave-1-1-1 | Q1 | -4.6348680 | 8.844755e+30 | 71.272088 | 75.092403 | 19.167151 | 8.844467e+30 | 0.0832937 | 0.1651629 | 8.844467e+32 | 0.7679296 | 1.1442822 | log | -| Belgrave-1-1-1 | Q2 | -2.9659322 | 7.462521e+16 | 38.794231 | 42.906373 | 13.995508 | 6.604302e+16 | 0.0973638 | 0.1239355 | 6.604302e+18 | 0.8923539 | 0.8763566 | log | -| Belgrave-1-1-1 | Q3 | -0.0626820 | 8.681966e+26 | 62.007067 | 65.743138 | 16.938481 | 8.681815e+26 | 0.0954802 | 0.2088654 | 8.681815e+28 | 0.8698661 | 1.4620578 | log | -| Byrock-1-8-1 | Q1 | -0.7637879 | 1.178469e+13 | 30.127492 | 34.007994 | 9.823992 | 1.107070e+13 | 0.0848180 | 0.1521914 | 1.107070e+15 | 0.7680594 | 1.1388960 | log | -| Byrock-1-8-1 | Q2 | -0.1290078 | 1.222062e+07 | 16.055843 | 19.850617 | 6.735496 | 7.231620e+06 | 0.1116806 | 0.1517861 | 7.231620e+08 | 1.0712031 | 1.1050192 | log | -| Byrock-1-8-1 | Q3 | 0.0928126 | 1.257225e+10 | 23.123655 | 26.407318 | 8.251346 | 8.410843e+09 | 0.0739255 | 0.2237797 | 8.410843e+11 | 0.7167340 | 1.5503909 | log | -| Byrock-2-9-1 | Q1 | -0.0473931 | 4.037172e+03 | 8.206931 | 11.932380 | 4.182934 | 2.159803e+03 | 0.0620200 | 0.1412655 | 2.159803e+05 | 0.6202004 | 0.9988980 | log | -| Byrock-2-9-1 | Q2 | 0.2470553 | 1.016539e+03 | 6.888684 | 9.398814 | 3.641788 | 3.245706e+02 | 0.0347316 | 0.1973642 | 3.245706e+04 | 0.3473161 | 1.3815497 | log | -| Byrock-2-9-1 | Q3 | 0.2391911 | 2.022052e+04 | 9.822354 | 12.890429 | 4.480070 | 6.382548e+03 | 0.0331367 | 0.1435370 | 6.382548e+05 | 0.3313671 | 1.1118325 | log | -| Byrock-3-10-1 | Q1 | -4.2290359 | 3.164272e+36 | 84.018080 | 87.956136 | 23.308686 | 3.164272e+36 | 0.1000582 | 0.1966065 | 3.164272e+38 | 0.9279017 | 1.3762454 | log | -| Byrock-3-10-1 | Q2 | -1.9800527 | 3.090563e+08 | 19.578932 | 23.406046 | 7.785679 | 2.963113e+08 | 0.0865743 | 0.2085244 | 2.963113e+10 | 0.7791689 | 1.3831943 | log | -| Byrock-3-10-1 | Q3 | -1.0995312 | 7.568312e+06 | 15.678605 | 19.032647 | 7.005957 | 3.571010e+06 | 0.0559507 | 0.1991680 | 3.571010e+08 | 0.5567022 | 1.4362210 | log | -| Bridport-1-1-1 | Q1 | 0.7394014 | 6.243871e+30 | 70.705685 | 74.657680 | 20.575407 | 4.838052e+30 | 0.1149010 | 0.1407289 | 4.838052e+32 | 1.1316440 | 0.9851023 | log | -| Bridport-1-1-1 | Q2 | 2.2272136 | 1.097660e+97 | 223.200160 | 227.279177 | 56.959270 | 8.291576e+96 | 0.1007945 | 0.1695960 | 8.291576e+98 | 0.9824237 | 1.1626919 | log | -| Bridport-1-1-1 | Q3 | 4.2192574 | 2.380269e+150 | NaN | NaN | 87.148301 | Inf | NA | NA | Inf | NA | NA | log | -| Buckland-1-1-1 | Q1 | 1.7767344 | 2.670170e+02 | 5.587305 | 5.763014 | 16.200594 | 3.734787e+00 | 0.0016457 | 0.1128749 | 3.734787e+02 | 0.0164571 | 1.0406554 | square_root | -| Buckland-1-1-1 | Q2 | 5.2968093 | 2.789606e+02 | 5.628593 | 5.725051 | 16.021971 | 3.855183e+00 | 0.0012706 | 0.1107986 | 3.855183e+02 | 0.0127060 | 0.9910125 | square_root | -| Buckland-1-1-1 | Q3 | 14.8646182 | 5.697100e+02 | 6.344937 | 6.417317 | 18.758489 | 7.525289e+00 | 0.0013439 | 0.1178491 | 7.525289e+02 | 0.0134395 | 1.0206028 | square_root | -| Boggabri-1-1-1 | Q1 | -0.6312717 | 2.218693e+46 | 106.581453 | 110.267982 | 31.540251 | 1.586221e+46 | 0.0728288 | 0.1658426 | 1.586221e+48 | 0.6870657 | 1.2186896 | log | -| Boggabri-1-1-1 | Q2 | -0.4110165 | 3.896899e+42 | 98.124807 | 102.074197 | 29.363909 | 3.828613e+42 | 0.0772480 | 0.1712562 | 3.828613e+44 | 0.7205213 | 1.1098668 | log | -| Boggabri-1-1-1 | Q3 | -0.1066361 | 2.011616e+51 | 118.016856 | 122.067097 | 32.494798 | 2.011616e+51 | 0.1082530 | 0.1615710 | 2.011616e+53 | 0.9862315 | 1.1872993 | log | -| Canberra-1-1-1 | Q1 | 6.1746021 | 2.604853e+193 | NaN | NaN | 115.699654 | Inf | NA | NA | Inf | NA | NA | log | -| Canberra-1-1-1 | Q2 | 1.7722519 | 6.365431e+69 | 160.779692 | 164.796884 | 44.506167 | 6.160315e+69 | 0.0781888 | 0.1424304 | 6.160315e+71 | 0.6993417 | 1.0071353 | log | -| Canberra-1-1-1 | Q3 | -0.0625496 | 4.235134e+46 | 107.456933 | 111.597433 | 27.863535 | 4.234573e+46 | 0.1071327 | 0.1159242 | 4.234573e+48 | 0.9818872 | 0.7862365 | log | -| Capertee-1-1-1 | Q1 | -2.2521741 | 1.265389e+19 | 43.931120 | 48.210404 | 12.638838 | 1.265340e+19 | 0.0930062 | 0.1206957 | 1.265340e+21 | 0.8823339 | 0.9426632 | log | -| Capertee-1-1-1 | Q2 | 0.3652208 | 1.444010e+16 | 37.073459 | 41.091694 | 12.013336 | 1.098829e+16 | 0.0805400 | 0.1642667 | 1.098829e+18 | 0.7725126 | 1.0771688 | log | -| Capertee-1-1-1 | Q3 | 1.4723831 | 4.501905e+22 | 51.915559 | 55.727311 | 14.435989 | 2.883572e+22 | 0.0777448 | 0.1740520 | 2.883572e+24 | 0.7497432 | 1.2058677 | log | -| Capertee-2-2-1 | Q1 | -2.2521741 | 1.192348e+17 | 39.153030 | 42.750297 | 14.087688 | 6.485547e+16 | 0.0792900 | 0.1562020 | 6.485547e+18 | 0.7889253 | 1.1045150 | log | -| Capertee-2-2-1 | Q2 | 0.3652208 | 1.150795e+18 | 41.632814 | 45.166328 | 12.654163 | 8.837285e+17 | 0.0814218 | 0.1559907 | 8.837285e+19 | 0.7681320 | 1.1981875 | log | -| Capertee-2-2-1 | Q3 | 1.4723831 | 3.467336e+20 | 47.343850 | 51.091759 | 14.896594 | 3.077993e+20 | 0.0761739 | 0.1707805 | 3.077993e+22 | 0.6813201 | 1.1582899 | log | -| Carnarvo-1-1-1 | Q1 | -0.1643253 | 7.891016e+32 | 75.719855 | 79.893726 | 20.055592 | 7.869652e+32 | 0.0885616 | 0.1362388 | 7.869652e+34 | 0.8212860 | 0.9438900 | log | -| Carnarvo-1-1-1 | Q2 | -0.0200811 | 1.867981e+28 | 65.078847 | 68.908976 | 19.804164 | 1.831269e+28 | 0.0840114 | 0.1463678 | 1.831269e+30 | 0.7561028 | 0.9818647 | log | -| Carnarvo-1-1-1 | Q3 | -0.1166450 | 1.198731e+30 | 69.036296 | 72.993264 | 21.367544 | 8.438580e+29 | 0.1035834 | 0.1200287 | 8.438580e+31 | 0.9935371 | 0.8655396 | log | -| Cessnock-1-1-1 | Q2 | -0.7498301 | 2.002201e+35 | 81.226814 | 85.118775 | 23.292532 | 2.000444e+35 | 0.0962486 | 0.1830388 | 2.000444e+37 | 0.8873685 | 1.2548511 | log | -| Cessnock-1-1-1 | Q3 | 0.7817424 | 1.696308e+15 | 35.028531 | 38.343470 | 11.696959 | 8.207132e+14 | 0.0625079 | 0.1678592 | 8.207132e+16 | 0.6219462 | 1.1987546 | log | -| Cassilis-1-1-1 | Q1 | 0.4734463 | 3.849697e+98 | 226.940054 | 230.818636 | 57.483334 | 3.849697e+98 | 0.1045726 | 0.1560963 | 3.849697e+100 | 0.9353259 | 1.0471260 | log | -| Cassilis-1-1-1 | Q2 | 0.0554181 | 1.677908e+26 | 60.085068 | 63.940730 | 20.206276 | 1.220182e+26 | 0.1056993 | 0.1563543 | 1.220182e+28 | 1.0302293 | 1.1804493 | log | -| Cassilis-1-1-1 | Q3 | 0.0910810 | 3.963405e+30 | 70.180110 | 73.960071 | 21.510647 | 2.581524e+30 | 0.0997672 | 0.1535742 | 2.581524e+32 | 0.9775148 | 1.1695861 | log | -| Charlton-1-1-1 | Q1 | 0.9274501 | 2.328224e+17 | 40.059320 | 44.097893 | 12.958318 | 2.114734e+17 | 0.0874430 | 0.1473945 | 2.114734e+19 | 0.8341529 | 0.9552256 | log | -| Charlton-1-1-1 | Q2 | 0.9252982 | 4.603821e+15 | 36.096125 | 39.855251 | 11.665183 | 3.834892e+15 | 0.0913286 | 0.1075575 | 3.834892e+17 | 0.8370402 | 0.8469085 | log | -| Charlton-1-1-1 | Q3 | 2.6287113 | 6.113665e+20 | 47.704053 | 51.486931 | 15.332448 | 4.222488e+20 | 0.1015953 | 0.1423573 | 4.222488e+22 | 0.9530485 | 1.0557497 | log | -| Childers-1-1-1 | Q1 | -5.1510550 | 1.807408e+34 | 78.831276 | 82.498919 | 25.892550 | 1.329281e+34 | 0.0645788 | 0.1377203 | 1.329281e+36 | 0.6227756 | 1.0306047 | log | -| Childers-1-1-1 | Q2 | -5.0682978 | 4.492783e+33 | 77.412548 | 81.614658 | 23.727383 | 4.491164e+33 | 0.1112205 | 0.1482718 | 4.491164e+35 | 1.0314163 | 1.0794347 | log | -| Childers-1-1-1 | Q3 | -5.2657308 | 2.518480e+35 | 81.372074 | 85.138554 | 25.298804 | 1.782230e+35 | 0.0660525 | 0.1437573 | 1.782230e+37 | 0.6231385 | 1.0366487 | log | -| Childers-2-2-1 | Q1 | -2.4720448 | 4.320318e+42 | 98.062579 | 102.219769 | 26.733695 | 4.320316e+42 | 0.0919190 | 0.1422743 | 4.320316e+44 | 0.8424519 | 0.9753837 | log | -| Childers-2-2-1 | Q2 | -1.3971269 | 3.613851e+35 | 81.857696 | 85.555292 | 26.837646 | 3.062012e+35 | 0.0831588 | 0.1533596 | 3.062012e+37 | 0.7621626 | 1.1164750 | log | -| Childers-2-2-1 | Q3 | -1.0963085 | 1.644905e+43 | 99.385397 | 103.474852 | 28.659059 | 1.641121e+43 | 0.1001553 | 0.1366550 | 1.641121e+45 | 0.9341861 | 1.0134607 | log | - -``` r - -back_transformed_sd_sims %>% knitr::kable() -``` - -| id_col | SurveyID | fit.aug | fit.back | mean_log100_sd | mean_log1000_sd | mean_log100_se | mean_log1000_se | sd.fit.aug | se.fit.back | se_log100_sd | se_log1000_sd | se_log100_se | se_log1000_se | sd.fit.back | sd_log100_sd | sd_log1000_sd | sd_log100_se | sd_log1000_se | transformation_type | -|:---------------|:---------|-----------:|--------------:|---------------:|----------------:|---------------:|----------------:|-----------:|--------------:|-------------:|--------------:|-------------:|--------------:|--------------:|-------------:|--------------:|-------------:|--------------:|:--------------------| -| Bodalla-1-1-1 | Q1 | 1.5851971 | 4.715018e+10 | 24.567374 | 24.486048 | 28.198253 | 28.269934 | 8.276151 | 3.571123e+10 | 0.0641504 | 0.0269464 | 0.1588591 | 0.0497150 | 3.571123e+12 | 0.6285432 | 0.8092885 | 1.1006079 | 1.1116603 | log | -| Bodalla-1-1-1 | Q2 | 1.6899319 | 1.914985e+11 | 25.984514 | 25.824941 | 29.828028 | 29.535754 | 8.720628 | 1.263959e+11 | 0.0770321 | 0.0291086 | 0.1352031 | 0.0449642 | 1.263959e+13 | 0.7428709 | 0.8867370 | 0.9269059 | 1.0054303 | log | -| Bodalla-1-1-1 | Q3 | 1.8732339 | 2.703068e+12 | 28.590122 | 28.523301 | 32.398377 | 32.408336 | 8.876595 | 2.122403e+12 | 0.0805728 | 0.0288343 | 0.1721885 | 0.0474890 | 2.122403e+14 | 0.7728268 | 0.8683855 | 1.2416692 | 1.0650678 | log | -| Brookto-1-1-1 | Q1 | 0.2833457 | 4.375086e+24 | 56.866018 | 56.619286 | 60.720691 | 60.617927 | 17.722631 | 4.018811e+24 | 0.0594861 | 0.0336118 | 0.1493691 | 0.0467308 | 4.018811e+26 | 0.5516514 | 0.9828230 | 1.0348592 | 1.0778518 | log | -| Brookto-1-1-1 | Q2 | 1.4072346 | 3.471814e+55 | 127.829691 | 127.782467 | 131.727652 | 131.562287 | 37.904542 | 2.626666e+55 | 0.0922646 | 0.0289953 | 0.1274285 | 0.0523829 | 2.626666e+57 | 0.8897675 | 0.8765998 | 0.8642618 | 1.1677975 | log | -| Brookto-1-1-1 | Q3 | 5.7457778 | 1.374814e+131 | 301.835721 | 301.899573 | 305.878964 | 305.922349 | 86.936283 | 1.374655e+131 | 0.1116807 | 0.0321035 | 0.1250230 | 0.0471785 | 1.374655e+133 | 1.0174594 | 0.9343173 | 0.8751608 | 1.0623028 | log | -| Carcoar-1-1-1 | Q1 | -0.6956728 | 1.394803e+40 | 92.445780 | 92.317574 | 96.309313 | 96.154687 | 27.509920 | 1.017465e+40 | 0.0792559 | 0.0288072 | 0.1100412 | 0.0446486 | 1.017465e+42 | 0.7518874 | 0.8728166 | 0.8011118 | 0.9983719 | log | -| Carcoar-1-1-1 | Q2 | -0.0766375 | 5.948818e+40 | 94.031353 | 93.883409 | 97.821353 | 97.821153 | 24.843817 | 5.926304e+40 | 0.0841257 | 0.0306506 | 0.1424479 | 0.0496886 | 5.926304e+42 | 0.7524436 | 0.8819703 | 1.0467740 | 1.1417577 | log | -| Carcoar-1-1-1 | Q3 | 0.1020235 | 3.110086e+39 | 90.643376 | 90.806293 | 94.476902 | 94.593438 | 25.424401 | 2.121060e+39 | 0.0887036 | 0.0268155 | 0.1509278 | 0.0460658 | 2.121060e+41 | 0.8736290 | 0.8168837 | 1.0564943 | 1.0524796 | log | -| Andamook-1-1-1 | Q1 | -1.8745206 | 1.359974e+40 | 92.280501 | 92.362500 | 96.256573 | 96.369301 | 22.776463 | 1.359974e+40 | 0.1174462 | 0.0320495 | 0.1632891 | 0.0523500 | 1.359974e+42 | 1.0699859 | 0.9382343 | 1.1074806 | 1.1516995 | log | -| Andamook-1-1-1 | Q2 | -1.2400476 | 4.235733e+33 | 77.605581 | 77.441444 | 81.451359 | 81.373536 | 21.223858 | 4.235684e+33 | 0.0946931 | 0.0297336 | 0.1864096 | 0.0520633 | 4.235684e+35 | 0.8678766 | 0.8617621 | 1.3048669 | 1.1676591 | log | -| Andamook-1-1-1 | Q3 | -0.9914583 | 1.058275e+31 | 71.314590 | 71.265765 | 74.695722 | 74.742891 | 23.755362 | 5.550917e+30 | 0.0710423 | 0.0263729 | 0.1709661 | 0.0514502 | 5.550917e+32 | 0.7068618 | 0.8239169 | 1.1340608 | 1.1573429 | log | -| Andamook-2-2-1 | Q1 | -0.9079854 | 5.038539e+37 | 86.704589 | 86.724970 | 90.741270 | 90.824905 | 28.010644 | 4.999268e+37 | 0.1314792 | 0.0324841 | 0.1753643 | 0.0459662 | 4.999268e+39 | 1.2333844 | 0.9369858 | 1.3005366 | 1.0319384 | log | -| Andamook-2-2-1 | Q2 | -0.8257150 | 4.054258e+37 | 86.708054 | 86.515624 | 90.584937 | 90.481755 | 27.283401 | 3.720945e+37 | 0.0695263 | 0.0327093 | 0.1374846 | 0.0486314 | 3.720945e+39 | 0.6704869 | 0.9547522 | 0.9119698 | 1.0863435 | log | -| Andamook-2-2-1 | Q3 | -0.7810521 | 3.370223e+44 | 102.493490 | 102.528581 | 106.574160 | 106.474455 | 28.804583 | 3.370160e+44 | 0.0851541 | 0.0309652 | 0.1247542 | 0.0473932 | 3.370160e+46 | 0.7804500 | 0.8995922 | 0.9252022 | 1.0554958 | log | -| Andamook-3-3-1 | Q1 | -1.7073391 | 2.044702e+31 | 71.907366 | 71.961325 | 75.935147 | 75.741211 | 22.291121 | 1.437889e+31 | 0.0853432 | 0.0301649 | 0.1317080 | 0.0516115 | 1.437889e+33 | 0.8141220 | 0.9154447 | 1.0700010 | 1.1129420 | log | -| Andamook-3-3-1 | Q2 | -1.3400380 | 4.922963e+27 | 63.522355 | 63.706345 | 67.750320 | 67.695822 | 20.559772 | 4.910860e+27 | 0.1408103 | 0.0308318 | 0.1531490 | 0.0502055 | 4.910860e+29 | 1.3133908 | 0.8882568 | 1.0937028 | 1.1192565 | log | -| Andamook-3-3-1 | Q3 | -1.2409555 | 8.075538e+32 | 75.833988 | 75.708365 | 79.633221 | 79.705364 | 23.544056 | 7.730324e+32 | 0.0963877 | 0.0321577 | 0.2578055 | 0.0468283 | 7.730324e+34 | 0.9093199 | 0.9325745 | 1.8229604 | 1.0575312 | log | -| Andamook-4-4-1 | Q1 | -0.9137866 | 3.137181e+44 | 102.492708 | 102.463385 | 106.455009 | 106.441068 | 29.618882 | 3.121804e+44 | 0.0980285 | 0.0285068 | 0.1517208 | 0.0484362 | 3.121804e+46 | 0.9143485 | 0.8247286 | 1.0511524 | 1.0776373 | log | -| Andamook-4-4-1 | Q2 | -1.0411564 | 1.067888e+51 | 117.280336 | 117.407621 | 121.313417 | 121.505253 | 27.722204 | 1.067772e+51 | 0.1336104 | 0.0357396 | 0.2193459 | 0.0468503 | 1.067772e+53 | 1.2098938 | 1.0438167 | 1.5510096 | 1.0528300 | log | -| Andamook-4-4-1 | Q3 | -0.8395543 | 5.837755e+42 | 98.327244 | 98.428701 | 102.360712 | 102.467026 | 28.814816 | 5.836357e+42 | 0.1103744 | 0.0322713 | 0.1468060 | 0.0468251 | 5.836357e+44 | 1.0471032 | 0.9291669 | 1.1835877 | 1.0595304 | log | -| Byrock-1-3-1 | Q1 | 0.4342374 | 9.826454e+03 | 9.077153 | 9.107651 | 12.293518 | 12.398587 | 4.287275 | 4.455447e+03 | 0.0603099 | 0.0175363 | 0.1309730 | 0.0520042 | 4.455447e+05 | 0.5847265 | 0.5520456 | 0.9713219 | 1.1616854 | log | -| Byrock-1-3-1 | Q2 | 0.7748944 | 7.457640e+04 | 11.277638 | 11.206787 | 14.870362 | 15.148500 | 3.595793 | 7.257341e+04 | 0.0886312 | 0.0312367 | 0.1815853 | 0.0457972 | 7.257341e+06 | 0.8501210 | 0.9042470 | 1.2580601 | 1.0632450 | log | -| Byrock-1-3-1 | Q3 | 0.8961638 | 5.098855e+04 | 10.524146 | 10.730738 | 14.454326 | 14.367349 | 4.586858 | 3.598215e+04 | 0.1025967 | 0.0255262 | 0.1428958 | 0.0524584 | 3.598215e+06 | 0.9894071 | 0.7755086 | 1.0104260 | 1.1985346 | log | -| Byrock-2-4-1 | Q1 | -0.7678207 | 2.660677e+12 | 28.574116 | 28.537293 | 32.257873 | 32.407377 | 9.584799 | 2.083806e+12 | 0.0932624 | 0.0279024 | 0.1364497 | 0.0511818 | 2.083806e+14 | 0.8896663 | 0.8454010 | 1.0301728 | 1.1524423 | log | -| Byrock-2-4-1 | Q2 | -0.1892172 | 1.836782e+07 | 16.549941 | 16.608151 | 19.871781 | 20.012099 | 6.801189 | 9.305802e+06 | 0.0862867 | 0.0204345 | 0.2001180 | 0.0500335 | 9.305802e+08 | 0.8585420 | 0.6380664 | 1.4291286 | 1.1354418 | log | -| Byrock-2-4-1 | Q3 | 0.0167582 | 1.828169e+12 | 28.160122 | 28.133677 | 31.895493 | 31.929063 | 8.736914 | 1.347499e+12 | 0.0830507 | 0.0280264 | 0.1746224 | 0.0519137 | 1.347499e+14 | 0.8052065 | 0.8519300 | 1.2832070 | 1.1677693 | log | -| Byrock-3-5-1 | Q1 | 0.0240440 | 1.772652e+02 | 5.169668 | 5.161461 | 7.587656 | 7.530727 | 3.364952 | 3.254610e+01 | 0.0179953 | 0.0060777 | 0.1490251 | 0.0451426 | 3.254610e+03 | 0.1799529 | 0.1921922 | 1.1639229 | 1.0234538 | log | -| Byrock-3-5-1 | Q2 | 0.1445468 | 3.214242e+02 | 5.765714 | 5.707200 | 8.800903 | 8.648371 | 3.295016 | 1.045370e+02 | 0.0318550 | 0.0133268 | 0.1148244 | 0.0485819 | 1.045370e+04 | 0.3185500 | 0.4214302 | 0.8359345 | 1.0830595 | log | -| Byrock-3-5-1 | Q3 | 0.1874443 | 2.042601e+03 | 7.574203 | 7.604936 | 9.935548 | 9.975207 | 4.167905 | 3.873220e+02 | 0.0218265 | 0.0060716 | 0.1576410 | 0.0457618 | 3.873220e+04 | 0.2182652 | 0.1920011 | 1.2108637 | 1.0445316 | log | -| Byrock-4-6-1 | Q1 | -3.8898161 | 3.739106e+28 | 65.627099 | 65.703935 | 69.989390 | 69.730616 | 19.909167 | 3.739066e+28 | 0.1079421 | 0.0346965 | 0.1500022 | 0.0506072 | 3.739066e+30 | 1.0068168 | 1.0079902 | 1.0712303 | 1.1495745 | log | -| Byrock-4-6-1 | Q2 | -1.8690307 | 3.789583e+05 | 12.689101 | 12.745476 | 16.050641 | 16.108140 | 6.617209 | 1.866554e+05 | 0.0683211 | 0.0196575 | 0.1377664 | 0.0491256 | 1.866554e+07 | 0.6832105 | 0.6156910 | 1.0401135 | 1.1447428 | log | -| Byrock-4-6-1 | Q3 | -1.1496573 | 1.728798e+10 | 23.440529 | 23.458100 | 27.198926 | 27.332738 | 7.742761 | 1.365450e+10 | 0.1388495 | 0.0273479 | 0.1632417 | 0.0508797 | 1.365450e+12 | 1.2876377 | 0.8236212 | 1.2106328 | 1.1377042 | log | -| Byrock-5-7-1 | Q1 | 0.4679234 | 4.505923e+04 | 10.614040 | 10.593556 | 14.219161 | 14.106786 | 4.556860 | 2.414637e+04 | 0.0544073 | 0.0219889 | 0.1427773 | 0.0480353 | 2.414637e+06 | 0.5413459 | 0.6795254 | 1.0295820 | 1.0826612 | log | -| Byrock-5-7-1 | Q2 | 0.8598803 | 1.735121e+03 | 7.415609 | 7.424956 | 10.073209 | 10.089460 | 3.804240 | 4.238088e+02 | 0.0212089 | 0.0082685 | 0.1801033 | 0.0465278 | 4.238088e+04 | 0.2120893 | 0.2614740 | 1.1532238 | 1.0589540 | log | -| Byrock-5-7-1 | Q3 | 0.9360056 | 1.427980e+05 | 11.684775 | 11.714460 | 15.158877 | 15.253724 | 4.703036 | 8.123021e+04 | 0.1107444 | 0.0229357 | 0.1596469 | 0.0546141 | 8.123021e+06 | 1.0794032 | 0.7113757 | 1.2671577 | 1.2212095 | log | -| Anglesea-1-1-1 | Q1 | 0.5911563 | 2.130915e+04 | 9.790339 | 9.877956 | 12.857475 | 13.041357 | 4.714125 | 8.285413e+03 | 0.0604851 | 0.0152229 | 0.1466432 | 0.0490011 | 8.285413e+05 | 0.6018194 | 0.4801856 | 1.0265025 | 1.0791378 | log | -| Anglesea-1-1-1 | Q2 | 0.5933596 | 6.561931e+04 | 11.046979 | 11.024744 | 14.039097 | 14.051076 | 5.257519 | 2.379733e+04 | 0.0608626 | 0.0139976 | 0.1364256 | 0.0514274 | 2.379733e+06 | 0.6055751 | 0.4424222 | 0.9352871 | 1.1704680 | log | -| Anglesea-1-1-1 | Q3 | 0.5893916 | 7.347069e+05 | 13.507847 | 13.371691 | 17.053448 | 17.292797 | 5.373869 | 5.876259e+05 | 0.0836105 | 0.0294548 | 0.1921948 | 0.0494772 | 5.876259e+07 | 0.7843364 | 0.8782268 | 1.3991996 | 1.1151594 | log | -| Anglesea-2-2-1 | Q1 | -0.4051920 | 3.192970e+07 | 17.173475 | 17.187155 | 20.956603 | 20.751195 | 6.973808 | 1.927039e+07 | 0.0837214 | 0.0229330 | 0.1262694 | 0.0489596 | 1.927039e+09 | 0.7942512 | 0.7090714 | 0.8470409 | 1.1143017 | log | -| Anglesea-2-2-1 | Q2 | -0.3408836 | 7.294267e+08 | 20.397678 | 20.243942 | 23.759397 | 23.844155 | 7.896012 | 4.060890e+08 | 0.0595846 | 0.0257756 | 0.1541023 | 0.0500921 | 4.060890e+10 | 0.5807586 | 0.8019489 | 1.1112475 | 1.1301283 | log | -| Anglesea-2-2-1 | Q3 | -0.2972084 | 2.447431e+09 | 21.660955 | 21.534587 | 25.290571 | 25.408009 | 8.160448 | 2.063967e+09 | 0.0892788 | 0.0300986 | 0.1720256 | 0.0502557 | 2.063967e+11 | 0.8375095 | 0.8882908 | 1.1793480 | 1.1271185 | log | -| Ardrossa-1-1-1 | Q1 | -2.5869552 | 5.737754e+51 | 119.125859 | 119.136272 | 123.018599 | 123.159059 | 35.797987 | 5.724790e+51 | 0.1099149 | 0.0315999 | 0.1852918 | 0.0483012 | 5.724790e+53 | 1.0133652 | 0.9120288 | 1.2429750 | 1.0637243 | log | -| Ardrossa-1-1-1 | Q2 | 0.0159150 | 1.086784e+22 | 50.652005 | 50.717534 | 54.691836 | 54.697908 | 14.345859 | 1.080879e+22 | 0.0968335 | 0.0347538 | 0.1962241 | 0.0481790 | 1.080879e+24 | 0.8821948 | 1.0066604 | 1.3594804 | 1.0708326 | log | -| Ardrossa-1-1-1 | Q3 | 0.9006509 | 3.717177e+18 | 42.639774 | 42.682349 | 46.447670 | 46.292058 | 12.285730 | 2.661137e+18 | 0.0648843 | 0.0265042 | 0.2257335 | 0.0542488 | 2.661137e+20 | 0.6324144 | 0.7990932 | 1.4802335 | 1.2166733 | log | -| Balmoral-1-1-1 | Q1 | -0.5512746 | 5.590831e+37 | 86.772873 | 86.795706 | 90.534199 | 90.489813 | 27.634489 | 3.584401e+37 | 0.0678892 | 0.0241480 | 0.1221204 | 0.0528687 | 3.584401e+39 | 0.6547000 | 0.7442917 | 0.8548425 | 1.2032707 | log | -| Balmoral-1-1-1 | Q2 | -0.1092410 | 9.832488e+45 | 105.930212 | 105.875669 | 109.833185 | 109.878685 | 26.714763 | 9.832487e+45 | 0.0981612 | 0.0297965 | 0.1859715 | 0.0464078 | 9.832487e+47 | 0.9103093 | 0.8646120 | 1.3150168 | 1.0623231 | log | -| Balmoral-1-1-1 | Q3 | 0.0688629 | 2.675938e+47 | 109.279514 | 109.133891 | 113.029003 | 113.140123 | 28.856299 | 2.675935e+47 | 0.0795868 | 0.0326933 | 0.1312189 | 0.0495213 | 2.675935e+49 | 0.7250705 | 0.9447166 | 1.0415181 | 1.1368358 | log | -| Bathurst-1-1-1 | Q1 | -2.7408892 | 4.078344e+66 | 153.276865 | 153.368905 | 157.321229 | 157.289087 | 43.694992 | 3.995943e+66 | 0.1123723 | 0.0300023 | 0.1324693 | 0.0515556 | 3.995943e+68 | 1.0113511 | 0.8803510 | 0.9081641 | 1.1388998 | log | -| Bathurst-1-1-1 | Q2 | -0.6304255 | 8.859665e+66 | 154.222243 | 154.054177 | 158.280893 | 158.116620 | 39.499616 | 8.858198e+66 | 0.0708235 | 0.0341671 | 0.1572093 | 0.0516098 | 8.858198e+68 | 0.6605973 | 0.9943745 | 1.0777724 | 1.1892662 | log | -| Bathurst-1-1-1 | Q3 | -1.0957071 | 3.706282e+57 | 132.619519 | 132.560245 | 136.661601 | 136.485655 | 40.537677 | 3.567701e+57 | 0.0780457 | 0.0299001 | 0.1252803 | 0.0494080 | 3.567701e+59 | 0.7110298 | 0.8773539 | 0.9034093 | 1.0914588 | log | -| Belgrave-1-1-1 | Q1 | -4.6348680 | 8.844755e+30 | 71.296307 | 71.196639 | 75.183978 | 75.236996 | 19.167151 | 8.844467e+30 | 0.0958479 | 0.0329267 | 0.1679065 | 0.0522088 | 8.844467e+32 | 0.8784606 | 0.9599706 | 1.1137658 | 1.1533311 | log | -| Belgrave-1-1-1 | Q2 | -2.9659322 | 7.462521e+16 | 38.792955 | 38.751306 | 42.494236 | 42.697128 | 13.995508 | 6.604302e+16 | 0.0855710 | 0.0301991 | 0.1685687 | 0.0487290 | 6.604302e+18 | 0.7795894 | 0.8978848 | 1.1556489 | 1.0972147 | log | -| Belgrave-1-1-1 | Q3 | -0.0626820 | 8.681966e+26 | 61.990953 | 61.983245 | 65.948220 | 65.999652 | 16.938481 | 8.681815e+26 | 0.1102213 | 0.0317896 | 0.1628938 | 0.0492383 | 8.681815e+28 | 1.0514439 | 0.9240893 | 1.1402566 | 1.1075871 | log | -| Byrock-1-8-1 | Q1 | -0.7637879 | 1.178469e+13 | 30.063457 | 30.056877 | 33.854568 | 34.085375 | 9.823992 | 1.107070e+13 | 0.1218141 | 0.0288926 | 0.2040725 | 0.0456549 | 1.107070e+15 | 1.1362061 | 0.8507400 | 1.4430105 | 1.0400903 | log | -| Byrock-1-8-1 | Q2 | -0.1290078 | 1.222062e+07 | 16.133252 | 16.195072 | 19.751745 | 19.671656 | 6.735496 | 7.231620e+06 | 0.0817792 | 0.0239725 | 0.1685812 | 0.0539958 | 7.231620e+08 | 0.8012690 | 0.7439195 | 1.2272895 | 1.2073821 | log | -| Byrock-1-8-1 | Q3 | 0.0928126 | 1.257225e+10 | 23.058863 | 23.094061 | 26.847729 | 26.857379 | 8.251346 | 8.410843e+09 | 0.0896458 | 0.0252986 | 0.1465488 | 0.0489643 | 8.410843e+11 | 0.8783459 | 0.7715026 | 1.0966705 | 1.0959697 | log | -| Byrock-2-9-1 | Q1 | -0.0473931 | 4.037172e+03 | 8.190947 | 8.162401 | 11.560833 | 11.698898 | 4.182934 | 2.159803e+03 | 0.0578255 | 0.0239839 | 0.1582298 | 0.0506176 | 2.159803e+05 | 0.5636134 | 0.7446604 | 1.1410110 | 1.1419854 | log | -| Byrock-2-9-1 | Q2 | 0.2470553 | 1.016539e+03 | 6.934151 | 6.874917 | 9.656301 | 9.739629 | 3.641788 | 3.245706e+02 | 0.0355084 | 0.0113909 | 0.1195000 | 0.0490903 | 3.245706e+04 | 0.3550838 | 0.3602126 | 0.8364998 | 1.0799877 | log | -| Byrock-2-9-1 | Q3 | 0.2391911 | 2.022052e+04 | 9.889574 | 9.867964 | 12.613312 | 12.792428 | 4.480070 | 6.382548e+03 | 0.0359084 | 0.0124341 | 0.2351584 | 0.0480972 | 6.382548e+05 | 0.3590841 | 0.3930039 | 1.6292252 | 1.0914993 | log | -| Byrock-3-10-1 | Q1 | -4.2290359 | 3.164272e+36 | 84.005225 | 84.033333 | 88.031131 | 87.911158 | 23.308686 | 3.164272e+36 | 0.1008722 | 0.0308326 | 0.1476000 | 0.0553539 | 3.164272e+38 | 0.9245086 | 0.9104771 | 1.0332001 | 1.2290570 | log | -| Byrock-3-10-1 | Q2 | -1.9800527 | 3.090563e+08 | 19.557118 | 19.442394 | 23.432783 | 23.530391 | 7.785679 | 2.963113e+08 | 0.0941209 | 0.0349851 | 0.1312067 | 0.0456284 | 2.963113e+10 | 0.8829321 | 1.0271581 | 0.9992402 | 1.0253706 | log | -| Byrock-3-10-1 | Q3 | -1.0995312 | 7.568312e+06 | 15.692442 | 15.728861 | 19.137564 | 19.023155 | 7.005957 | 3.571010e+06 | 0.0645296 | 0.0214596 | 0.1366561 | 0.0530064 | 3.571010e+08 | 0.6420616 | 0.6741861 | 0.9948711 | 1.1899904 | log | -| Bridport-1-1-1 | Q1 | 0.7394014 | 6.243871e+30 | 70.898206 | 70.821832 | 74.260476 | 74.634609 | 20.575407 | 4.838052e+30 | 0.0836891 | 0.0281635 | 0.1565479 | 0.0483131 | 4.838052e+32 | 0.7895210 | 0.8434942 | 1.1179758 | 1.0963987 | log | -| Bridport-1-1-1 | Q2 | 2.2272136 | 1.097660e+97 | 223.327292 | 223.325916 | 227.169006 | 227.017832 | 56.959270 | 8.291576e+96 | 0.0782397 | 0.0290013 | 0.1400018 | 0.0518044 | 8.291576e+98 | 0.7625862 | 0.8743769 | 1.0476772 | 1.1756287 | log | -| Bridport-1-1-1 | Q3 | 4.2192574 | 2.380269e+150 | NaN | NaN | NaN | NaN | 87.148301 | Inf | NA | NA | NA | NA | Inf | NA | NA | NA | NA | log | -| Buckland-1-1-1 | Q1 | 1.7767344 | 2.670170e+02 | 5.587912 | 5.587871 | 5.729823 | 5.684171 | 16.200594 | 3.734787e+00 | 0.0012686 | 0.0004370 | 0.1028897 | 0.0355450 | 3.734787e+02 | 0.0126858 | 0.0138177 | 0.9202735 | 0.9856923 | square_root | -| Buckland-1-1-1 | Q2 | 5.2968093 | 2.789606e+02 | 5.632330 | 5.630912 | 5.642764 | 5.730339 | 16.021971 | 3.855183e+00 | 0.0014357 | 0.0004254 | 0.1273263 | 0.0354514 | 3.855183e+02 | 0.0143570 | 0.0134519 | 1.1245157 | 0.9875626 | square_root | -| Buckland-1-1-1 | Q3 | 14.8646182 | 5.697100e+02 | 6.345326 | 6.345340 | 6.409446 | 6.421403 | 18.758489 | 7.525289e+00 | 0.0013796 | 0.0003979 | 0.1277639 | 0.0356997 | 7.525289e+02 | 0.0137958 | 0.0125831 | 1.1427551 | 0.9854671 | square_root | -| Boggabri-1-1-1 | Q1 | -0.6312717 | 2.218693e+46 | 106.637820 | 106.615978 | 110.593803 | 110.317339 | 31.540251 | 1.586221e+46 | 0.0918382 | 0.0275202 | 0.1476346 | 0.0507248 | 1.586221e+48 | 0.8856555 | 0.8274385 | 1.0013065 | 1.1387689 | log | -| Boggabri-1-1-1 | Q2 | -0.4110165 | 3.896899e+42 | 98.058575 | 98.009563 | 102.043563 | 102.010767 | 29.363909 | 3.828613e+42 | 0.0833340 | 0.0320130 | 0.1598613 | 0.0511243 | 3.828613e+44 | 0.7772877 | 0.9388053 | 1.2382806 | 1.1362954 | log | -| Boggabri-1-1-1 | Q3 | -0.1066361 | 2.011616e+51 | 118.003011 | 118.121266 | 122.177453 | 122.080154 | 32.494798 | 2.011616e+51 | 0.1122048 | 0.0330888 | 0.1567943 | 0.0498375 | 2.011616e+53 | 1.0585377 | 0.9504030 | 1.0518083 | 1.1099332 | log | -| Canberra-1-1-1 | Q1 | 6.1746021 | 2.604853e+193 | NaN | NaN | NaN | NaN | 115.699654 | Inf | NA | NA | NA | NA | Inf | NA | NA | NA | NA | log | -| Canberra-1-1-1 | Q2 | 1.7722519 | 6.365431e+69 | 160.648502 | 160.662467 | 164.719746 | 164.705485 | 44.506167 | 6.160315e+69 | 0.1016816 | 0.0310107 | 0.1476023 | 0.0493833 | 6.160315e+71 | 0.8864394 | 0.9057026 | 1.0010878 | 1.0796779 | log | -| Canberra-1-1-1 | Q3 | -0.0625496 | 4.235134e+46 | 107.316412 | 107.322890 | 111.359850 | 111.321270 | 27.863535 | 4.234573e+46 | 0.1016503 | 0.0303615 | 0.1333275 | 0.0534760 | 4.234573e+48 | 0.9204824 | 0.8783876 | 0.9706385 | 1.1813242 | log | -| Capertee-1-1-1 | Q1 | -2.2521741 | 1.265389e+19 | 43.970623 | 43.978345 | 48.181297 | 47.983759 | 12.638838 | 1.265340e+19 | 0.1115437 | 0.0313290 | 0.1300471 | 0.0486246 | 1.265340e+21 | 1.0404099 | 0.9052945 | 0.9287220 | 1.1077455 | log | -| Capertee-1-1-1 | Q2 | 0.3652208 | 1.444010e+16 | 37.254050 | 37.108787 | 41.086077 | 40.912654 | 12.013336 | 1.098829e+16 | 0.0753620 | 0.0284612 | 0.1131496 | 0.0517834 | 1.098829e+18 | 0.7109641 | 0.8538351 | 0.8617215 | 1.1590700 | log | -| Capertee-1-1-1 | Q3 | 1.4723831 | 4.501905e+22 | 51.996254 | 52.022072 | 55.692419 | 55.709595 | 14.435989 | 2.883572e+22 | 0.0733824 | 0.0265629 | 0.1830231 | 0.0466478 | 2.883572e+24 | 0.7114684 | 0.8161354 | 1.2811616 | 1.0708685 | log | -| Capertee-2-2-1 | Q1 | -2.2521741 | 1.192348e+17 | 39.289533 | 39.177946 | 42.721982 | 42.740655 | 14.087688 | 6.485547e+16 | 0.0598509 | 0.0229689 | 0.1307618 | 0.0485374 | 6.485547e+18 | 0.5894629 | 0.7116656 | 0.9153329 | 1.0842429 | log | -| Capertee-2-2-1 | Q2 | 0.3652208 | 1.150795e+18 | 41.399575 | 41.529467 | 45.434644 | 45.356403 | 12.654163 | 8.837285e+17 | 0.0925068 | 0.0254482 | 0.1889678 | 0.0485737 | 8.837285e+19 | 0.8727076 | 0.7566304 | 1.3227743 | 1.0915580 | log | -| Capertee-2-2-1 | Q3 | 1.4723831 | 3.467336e+20 | 47.171023 | 47.175111 | 51.228601 | 51.238991 | 14.896594 | 3.077993e+20 | 0.0959007 | 0.0303494 | 0.1177025 | 0.0424451 | 3.077993e+22 | 0.9493684 | 0.8967199 | 0.8886345 | 0.9509970 | log | -| Carnarvo-1-1-1 | Q1 | -0.1643253 | 7.891016e+32 | 75.885300 | 75.685656 | 79.740278 | 79.725102 | 20.055592 | 7.869652e+32 | 0.0911831 | 0.0348087 | 0.1818476 | 0.0472317 | 7.869652e+34 | 0.8155662 | 1.0046394 | 1.2598768 | 1.0655947 | log | -| Carnarvo-1-1-1 | Q2 | -0.0200811 | 1.867981e+28 | 65.069314 | 65.047018 | 69.411557 | 69.041304 | 19.804164 | 1.831269e+28 | 0.0878907 | 0.0308342 | 0.1193625 | 0.0505017 | 1.831269e+30 | 0.8007221 | 0.8941911 | 0.9011674 | 1.1281227 | log | -| Carnarvo-1-1-1 | Q3 | -0.1166450 | 1.198731e+30 | 69.084543 | 69.098186 | 72.883482 | 72.930476 | 21.367544 | 8.438580e+29 | 0.0980464 | 0.0283378 | 0.1422826 | 0.0504098 | 8.438580e+31 | 0.9455251 | 0.8590599 | 0.9959785 | 1.1372966 | log | -| Cessnock-1-1-1 | Q2 | -0.7498301 | 2.002201e+35 | 81.359801 | 81.247575 | 85.068108 | 85.230943 | 23.292532 | 2.000444e+35 | 0.0858494 | 0.0332849 | 0.1706821 | 0.0496866 | 2.000444e+37 | 0.8007499 | 0.9664102 | 1.0928984 | 1.1652541 | log | -| Cessnock-1-1-1 | Q3 | 0.7817424 | 1.696308e+15 | 34.883468 | 34.930967 | 38.104053 | 38.405227 | 11.696959 | 8.207132e+14 | 0.0641658 | 0.0194166 | 0.1586604 | 0.0466577 | 8.207132e+16 | 0.6352089 | 0.6084549 | 1.0282367 | 1.0453828 | log | -| Cassilis-1-1-1 | Q1 | 0.4734463 | 3.849697e+98 | 226.999363 | 226.944359 | 231.091876 | 230.955803 | 57.483334 | 3.849697e+98 | 0.1225367 | 0.0322981 | 0.1502970 | 0.0509632 | 3.849697e+100 | 1.0822153 | 0.9471667 | 1.0520787 | 1.1531662 | log | -| Cassilis-1-1-1 | Q2 | 0.0554181 | 1.677908e+26 | 60.371576 | 60.314038 | 64.143407 | 64.040638 | 20.206276 | 1.220182e+26 | 0.0954235 | 0.0264788 | 0.1542184 | 0.0491904 | 1.220182e+28 | 0.9349556 | 0.7970069 | 1.0684563 | 1.0910960 | log | -| Cassilis-1-1-1 | Q3 | 0.0910810 | 3.963405e+30 | 70.444286 | 70.316982 | 74.054716 | 74.032234 | 21.510647 | 2.581524e+30 | 0.0730106 | 0.0281491 | 0.1374163 | 0.0473529 | 2.581524e+32 | 0.7078641 | 0.8694394 | 1.0283295 | 1.0942510 | log | -| Charlton-1-1-1 | Q1 | 0.9274501 | 2.328224e+17 | 39.900971 | 39.865157 | 43.811683 | 43.852272 | 12.958318 | 2.114734e+17 | 0.1117411 | 0.0299285 | 0.1395399 | 0.0551705 | 2.114734e+19 | 1.0422514 | 0.8792049 | 1.0627039 | 1.2434801 | log | -| Charlton-1-1-1 | Q2 | 0.9252982 | 4.603821e+15 | 36.048382 | 35.963692 | 39.751453 | 39.885944 | 11.665183 | 3.834892e+15 | 0.1057327 | 0.0316962 | 0.1896369 | 0.0493524 | 3.834892e+17 | 0.9974803 | 0.9434599 | 1.3274585 | 1.0924623 | log | -| Charlton-1-1-1 | Q3 | 2.6287113 | 6.113665e+20 | 47.598879 | 47.706482 | 51.220182 | 51.537602 | 15.332448 | 4.222488e+20 | 0.1140161 | 0.0262447 | 0.1746762 | 0.0470043 | 4.222488e+22 | 1.0936043 | 0.7973367 | 1.2474374 | 1.0749512 | log | -| Childers-1-1-1 | Q1 | -5.1510550 | 1.807408e+34 | 78.884741 | 78.759348 | 82.441836 | 82.599714 | 25.892550 | 1.329281e+34 | 0.0697676 | 0.0276600 | 0.1898047 | 0.0465654 | 1.329281e+36 | 0.6655407 | 0.8339374 | 1.4455098 | 1.0422743 | log | -| Childers-1-1-1 | Q2 | -5.0682978 | 4.492783e+33 | 77.432630 | 77.475448 | 81.497035 | 81.513397 | 23.727383 | 4.491164e+33 | 0.1035432 | 0.0309468 | 0.1657226 | 0.0525912 | 4.491164e+35 | 0.9433234 | 0.8995899 | 1.1117012 | 1.1522161 | log | -| Childers-1-1-1 | Q3 | -5.2657308 | 2.518480e+35 | 81.350867 | 81.363645 | 84.892948 | 85.112349 | 25.298804 | 1.782230e+35 | 0.0937080 | 0.0262559 | 0.2663713 | 0.0500944 | 1.782230e+37 | 0.9085328 | 0.7994053 | 1.9022713 | 1.1323992 | log | -| Childers-2-2-1 | Q1 | -2.4720448 | 4.320318e+42 | 98.110158 | 98.120948 | 101.867935 | 102.073697 | 26.733695 | 4.320316e+42 | 0.0823046 | 0.0320582 | 0.1924910 | 0.0508925 | 4.320316e+44 | 0.7720854 | 0.9296880 | 1.3746605 | 1.1470597 | log | -| Childers-2-2-1 | Q2 | -1.3971269 | 3.613851e+35 | 81.672031 | 81.840101 | 85.656406 | 85.791069 | 26.837646 | 3.062012e+35 | 0.1301651 | 0.0275084 | 0.1336001 | 0.0501603 | 3.062012e+37 | 1.2071018 | 0.8095139 | 0.9726233 | 1.1227399 | log | -| Childers-2-2-1 | Q3 | -1.0963085 | 1.644905e+43 | 99.467913 | 99.443987 | 103.494719 | 103.450710 | 28.659059 | 1.641121e+43 | 0.1097041 | 0.0318406 | 0.1469680 | 0.0527922 | 1.641121e+45 | 0.9750717 | 0.9353756 | 1.0495614 | 1.1922152 | log | - -# BT checking - -``` r -bt <- targets::tar_read(ManyEcoEvo_yi) %>% - filter(dataset == "blue tit") %>% - pluck("data", 1) - -back_transformed_se_bt <- - back_transform_response_vars_yi(bt) %>% - select( - "id_col", - ends_with("data"), - starts_with("transformation"), - -review_data - ) %>% - rowwise(id_col) %>% - mutate(yi_data = list(left_join(augmented_data, back_transformed_data, - by = join_by(scenario), - suffix = c(".aug", ".back") - ))) %>% - unnest(yi_data) %>% - ungroup() %>% - select(contains("id"), starts_with("estimate"), starts_with("se"), starts_with("sd"), transformation_type) %>% - rename("sd.fit.back" = "sd.fit") -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ✔ Applied back-transformation for squared effect sizes or out-of-sample predictions. -#> ✔ Applied back-transformation for squared effect sizes or out-of-sample predictions. -#> ✔ Applied back-transformation for squared effect sizes or out-of-sample predictions. -#> ✔ Applied back-transformation for squared effect sizes or out-of-sample predictions. -#> ✔ Applied back-transformation for squared effect sizes or out-of-sample predictions. -#> ✔ Applied back-transformation for squared effect sizes or out-of-sample predictions. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ✔ Applied back-transformation for ^100 effect sizes or out of sample predictions. -#> ✔ Applied back-transformation for cubed effect sizes -#> ✔ Applied back-transformation for ^100 effect sizes or out of sample predictions. -#> ✔ Applied back-transformation for cubed effect sizes -#> ✔ Applied back-transformation for ^100 effect sizes or out of sample predictions. -#> ✔ Applied back-transformation for cubed effect sizes -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ✔ Applied back-transformation for log-transformed effect sizes or out-of-sample predictions, using 10000 simulations. -#> ✔ Applied back-transformation for log-transformed effect sizes or out-of-sample predictions, using 10000 simulations. -#> ✔ Applied back-transformation for log-transformed effect sizes or out-of-sample predictions, using 10000 simulations. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ✔ Applied back-transformation for ^14 effect sizes or out of sample predictions. -#> ✔ Applied back-transformation for ^14 effect sizes or out of sample predictions. -#> ✔ Applied back-transformation for ^14 effect sizes or out of sample predictions. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -#> ℹ No back-transformation required, identity link used. -``` - -``` r -check_transformations_se <- - back_transformed_se %>% - rowwise(id_col, scenario) %>% - mutate( - log_transformed_se = list(log_transform( - estimate = fit.back, - std.error = se.fit.back, - sim = 100 - ) %>% - rename_with(~ paste0(.x, "SE"))), - log_transformed_sd = list(log_transform( - estimate = - fit.back, - std.error = sd.fit.back, - sim = 100 - ) %>% - rename_with(~ paste0(.x, "SD"))) - ) %>% - unnest(cols = c(log_transformed_se, log_transformed_sd)) %>% - relocate(contains("mean_log"), .after = starts_with("fit")) %>% - relocate(contains("se_log"), .after = starts_with("se.")) %>% - relocate(contains("sd_log"), .after = starts_with("sd.")) %>% - select(-contains("ci"), -contains("lower"), -contains("upper")) -#> Error in `rowwise()`: -#> ! Can't select columns that don't exist. -#> ✖ Column `scenario` doesn't exist. -``` - -``` r -check_transformations_se %>% knitr::kable() -``` - -| id_col | SurveyID | fit.aug | fit.back | mean_logSE | mean_logSD | se.fit.aug | se.fit.back | se_logSE | se_logSD | sd.fit.back | sd_logSE | sd_logSD | transformation_type | -|:---------------|:---------|------------:|-------------:|------------:|------------:|-----------:|-------------:|----------:|----------:|-------------:|----------:|----------:|:--------------------| -| Bodalla-1-1-1 | Q1 | 1.5851971 | 7.185008e+00 | 1.9742976 | 1.9151461 | 0.8723829 | 7.869000e-02 | 0.0011611 | 0.1102517 | 7.869001e+00 | 0.0116111 | 1.0104736 | log | -| Bodalla-1-1-1 | Q2 | 1.6899319 | 8.287831e+00 | 2.1140904 | 2.0188456 | 0.9192349 | 9.219130e-02 | 0.0011023 | 0.1343474 | 9.219126e+00 | 0.0110233 | 1.2239634 | log | -| Bodalla-1-1-1 | Q3 | 1.8732339 | 1.024943e+01 | 2.3265762 | 2.5109066 | 0.9356753 | 1.187250e-01 | 0.0012425 | 0.0832695 | 1.187250e+01 | 0.0124249 | 0.7722096 | log | -| Brookto-1-1-1 | Q1 | 0.2833457 | 2.378892e+00 | 0.8645376 | 1.0787317 | 1.0667770 | 3.388960e-02 | 0.0014839 | 0.1050550 | 3.388956e+00 | 0.0148395 | 0.9037171 | log | -| Brookto-1-1-1 | Q2 | 1.4072346 | 5.463457e+01 | 3.9796380 | 5.6469770 | 2.2815853 | 4.342509e+00 | 0.0080283 | 0.0951577 | 4.342509e+02 | 0.0802829 | 0.7492726 | log | -| Brookto-1-1-1 | Q3 | 5.7457778 | 3.737325e+07 | 17.3099151 | 20.8818569 | 5.2329493 | 2.033511e+07 | 0.0700479 | 0.1679675 | 2.033511e+09 | 0.6898914 | 1.1757723 | log | -| Broulee-1-1-1 | Q1 | 0.4346053 | 1.922855e+00 | 0.6538082 | 0.6354653 | 0.6571400 | 1.404230e-02 | 0.0007688 | 0.0733548 | 1.404234e+00 | 0.0076883 | 0.7112013 | log | -| Broulee-1-1-1 | Q2 | 0.8406579 | 3.544205e+00 | 1.2656664 | 1.2198265 | 0.9118278 | 4.194710e-02 | 0.0011835 | 0.1130157 | 4.194713e+00 | 0.0118347 | 1.0296217 | log | -| Broulee-1-1-1 | Q3 | 1.0731579 | 4.954993e+00 | 1.5987144 | 1.5721493 | 1.0332875 | 6.559410e-02 | 0.0013754 | 0.1058991 | 6.559413e+00 | 0.0137542 | 0.9292605 | log | -| Candelo-3-3-1 | Q3 | -5.0396807 | 5.591623e+42 | 98.3904998 | 102.1208060 | 30.7165827 | 5.214400e+42 | 0.0972423 | 0.1638235 | 5.214400e+44 | 0.8697619 | 1.1699337 | log | -| Bonalbo-1-1-1 | Q1 | -0.5920938 | 5.513532e+00 | 1.7180867 | 2.7324719 | 2.1554785 | 2.863244e-01 | 0.0047212 | 0.1467825 | 2.863244e+01 | 0.0472120 | 1.1274574 | log | -| Bonalbo-1-1-1 | Q2 | -0.4921883 | 2.593773e+00 | 0.9542607 | 1.8360526 | 1.7012812 | 8.935630e-02 | 0.0040513 | 0.1102188 | 8.935627e+00 | 0.0405127 | 0.8537512 | log | -| Bonalbo-1-1-1 | Q3 | 0.2393517 | 5.393076e+00 | 1.6856044 | 2.7395259 | 1.7070275 | 1.824799e-01 | 0.0032947 | 0.1009927 | 1.824799e+01 | 0.0329474 | 0.7757393 | log | -| Bonalbo-2-2-1 | Q1 | 1.3991986 | 4.320508e+00 | 1.4632130 | 1.3657211 | 0.3711310 | 1.654430e-02 | 0.0003378 | 0.0466380 | 1.654428e+00 | 0.0033777 | 0.4640426 | log | -| Bonalbo-2-2-1 | Q2 | 2.1020093 | 8.612225e+00 | 2.1530653 | 2.1268084 | 0.3295377 | 2.916330e-02 | 0.0003403 | 0.0333910 | 2.916326e+00 | 0.0034033 | 0.3322366 | log | -| Bonalbo-2-2-1 | Q3 | 1.7446511 | 6.024808e+00 | 1.7960545 | 1.6737126 | 0.3250398 | 2.007390e-02 | 0.0003285 | 0.0455384 | 2.007387e+00 | 0.0032853 | 0.4553836 | log | -| Carcoar-1-1-1 | Q1 | -0.6956728 | 1.495947e+00 | 0.4063912 | 1.0257274 | 1.4810843 | 4.103320e-02 | 0.0028795 | 0.1213060 | 4.103317e+00 | 0.0287951 | 1.0435136 | log | -| Carcoar-1-1-1 | Q2 | -0.0766375 | 2.244615e+00 | 0.8107660 | 1.1168629 | 1.3375462 | 4.671930e-02 | 0.0019353 | 0.1292826 | 4.671929e+00 | 0.0193532 | 1.0816558 | log | -| Carcoar-1-1-1 | Q3 | 0.1020235 | 2.786652e+00 | 1.0233677 | 1.0708978 | 1.3688037 | 6.071730e-02 | 0.0022657 | 0.1431203 | 6.071730e+00 | 0.0226568 | 1.1627144 | log | -| Carnama-1-1-1 | Q1 | -4.5723153 | 1.829180e-02 | -4.0007902 | -3.7059829 | 1.0822138 | 2.748000e-04 | 0.0014693 | 0.1205910 | 2.747510e-02 | 0.0146926 | 1.0373631 | log | -| Carnama-1-1-1 | Q2 | -4.9098889 | 1.547440e-02 | -4.1709116 | -3.8045401 | 1.2475369 | 2.705000e-04 | 0.0018760 | 0.1014724 | 2.704600e-02 | 0.0187602 | 0.8610221 | log | -| Carnama-1-1-1 | Q3 | -4.2049548 | 2.495010e-02 | -3.6920322 | -3.7144186 | 1.0205378 | 3.298000e-04 | 0.0013173 | 0.1617155 | 3.297980e-02 | 0.0131734 | 1.3722013 | log | -| Aberdeen-1-1-1 | Q1 | -1.0337667 | 2.731342e+00 | 1.0165656 | 2.0248275 | 2.0488307 | 1.245104e-01 | 0.0045054 | 0.1501397 | 1.245104e+01 | 0.0450537 | 1.0401986 | log | -| Aberdeen-1-1-1 | Q2 | -1.9528873 | 9.036609e-01 | -0.1003260 | 0.6192688 | 1.9726538 | 3.616690e-02 | 0.0039038 | 0.1422366 | 3.616695e+00 | 0.0390379 | 1.0738628 | log | -| Aberdeen-1-1-1 | Q3 | -1.9314743 | 1.377315e+00 | 0.3337775 | 1.9664001 | 2.1221178 | 1.080870e-01 | 0.0078973 | 0.1211268 | 1.080870e+01 | 0.0789731 | 0.9614144 | log | -| Andamook-1-1-1 | Q1 | -1.8745206 | 3.257053e-01 | -1.1219291 | -0.6055925 | 1.2174532 | 6.611800e-03 | 0.0022133 | 0.1060912 | 6.611843e-01 | 0.0221333 | 0.8420725 | log | -| Andamook-1-1-1 | Q2 | -1.2400476 | 5.354131e-01 | -0.6249667 | -0.3790699 | 1.1344629 | 8.036300e-03 | 0.0016473 | 0.1078920 | 8.036349e-01 | 0.0164733 | 0.9343725 | log | -| Andamook-1-1-1 | Q3 | -0.9914583 | 8.059816e-01 | -0.2179857 | 0.0457342 | 1.2697775 | 1.479920e-02 | 0.0017360 | 0.1214625 | 1.479918e+00 | 0.0173598 | 1.0306439 | log | -| Andamook-2-2-1 | Q1 | -0.9079854 | 1.222733e+00 | 0.2018887 | 0.9011096 | 1.4972319 | 3.374580e-02 | 0.0026834 | 0.1334970 | 3.374585e+00 | 0.0268337 | 1.0254101 | log | -| Andamook-2-2-1 | Q2 | -0.8257150 | 1.299997e+00 | 0.2611932 | 1.1201013 | 1.4583591 | 3.983490e-02 | 0.0027720 | 0.1198108 | 3.983486e+00 | 0.0277204 | 0.9124518 | log | -| Andamook-2-2-1 | Q3 | -0.7810521 | 1.518448e+00 | 0.4087646 | 1.2690156 | 1.5396697 | 5.490480e-02 | 0.0038418 | 0.1349605 | 5.490479e+00 | 0.0384176 | 1.0540751 | log | -| Andamook-3-3-1 | Q1 | -1.7073391 | 3.700303e-01 | -0.9943606 | -0.6379586 | 1.1915106 | 7.246300e-03 | 0.0018053 | 0.1163177 | 7.246338e-01 | 0.0180529 | 0.9662077 | log | -| Andamook-3-3-1 | Q2 | -1.3400380 | 4.811287e-01 | -0.7338881 | -0.5736016 | 1.0989661 | 7.237800e-03 | 0.0013974 | 0.1128865 | 7.237802e-01 | 0.0139742 | 0.9511982 | log | -| Andamook-3-3-1 | Q3 | -1.2409555 | 6.302212e-01 | -0.4651439 | -0.2158884 | 1.2584827 | 1.206480e-02 | 0.0020368 | 0.1311125 | 1.206475e+00 | 0.0203679 | 1.1278722 | log | -| Andamook-4-4-1 | Q1 | -0.9137866 | 1.373214e+00 | 0.3183676 | 1.2288189 | 1.5831958 | 3.798740e-02 | 0.0028177 | 0.0881012 | 3.798740e+00 | 0.0281770 | 0.7102947 | log | -| Andamook-4-4-1 | Q2 | -1.0411564 | 1.068675e+00 | 0.0653777 | 0.6875510 | 1.4818142 | 2.739870e-02 | 0.0025858 | 0.1468789 | 2.739869e+00 | 0.0258582 | 1.2022559 | log | -| Andamook-4-4-1 | Q3 | -0.8395543 | 1.417260e+00 | 0.3493214 | 1.1140371 | 1.5402167 | 3.847230e-02 | 0.0027530 | 0.1102631 | 3.847231e+00 | 0.0275304 | 0.8889692 | log | -| Byrock-1-3-1 | Q1 | 0.4342374 | 1.586399e+00 | 0.4618093 | 0.4622519 | 0.2291645 | 3.657000e-03 | 0.0002312 | 0.0229230 | 3.656989e-01 | 0.0023116 | 0.2292300 | log | -| Byrock-1-3-1 | Q2 | 0.7748944 | 2.214975e+00 | 0.7949481 | 0.7473552 | 0.1922032 | 4.276000e-03 | 0.0001913 | 0.0214146 | 4.276019e-01 | 0.0019126 | 0.2141459 | log | -| Byrock-1-3-1 | Q3 | 0.8961638 | 2.515504e+00 | 0.9225081 | 0.9140426 | 0.2451779 | 6.291400e-03 | 0.0002287 | 0.0231917 | 6.291434e-01 | 0.0022871 | 0.2319173 | log | -| Byrock-2-4-1 | Q1 | -0.7678207 | 5.271333e-01 | -0.6405786 | -0.6547663 | 0.5123291 | 2.876500e-03 | 0.0004719 | 0.0558063 | 2.876510e-01 | 0.0047194 | 0.5552662 | log | -| Byrock-2-4-1 | Q2 | -0.1892172 | 8.859478e-01 | -0.1208503 | -0.2592823 | 0.3635388 | 3.324400e-03 | 0.0003905 | 0.0544151 | 3.324405e-01 | 0.0039051 | 0.5441509 | log | -| Byrock-2-4-1 | Q3 | 0.0167582 | 1.126536e+00 | 0.1194521 | -0.0981941 | 0.4670077 | 5.577500e-03 | 0.0004739 | 0.0640086 | 5.577539e-01 | 0.0047386 | 0.6336526 | log | -| Byrock-3-5-1 | Q1 | 0.0240440 | 1.038290e+00 | 0.0377063 | 0.0417317 | 0.1798642 | 1.897200e-03 | 0.0001734 | 0.0164928 | 1.897248e-01 | 0.0017340 | 0.1649285 | log | -| Byrock-3-5-1 | Q2 | 0.1445468 | 1.171557e+00 | 0.1583767 | 0.1583441 | 0.1761260 | 2.075100e-03 | 0.0001798 | 0.0178393 | 2.075091e-01 | 0.0017975 | 0.1783925 | log | -| Byrock-3-5-1 | Q3 | 0.1874443 | 1.232098e+00 | 0.2081431 | 0.1738788 | 0.2227839 | 2.762000e-03 | 0.0002539 | 0.0223333 | 2.761985e-01 | 0.0025391 | 0.2233333 | log | -| Byrock-4-6-1 | Q1 | -3.8898161 | 3.634020e-02 | -3.3161079 | -3.1609452 | 1.0641897 | 5.316000e-04 | 0.0014117 | 0.1090095 | 5.316060e-02 | 0.0141174 | 0.9750104 | log | -| Byrock-4-6-1 | Q2 | -1.8690307 | 1.644894e-01 | -1.8047711 | -1.8201574 | 0.3537047 | 6.091000e-04 | 0.0003950 | 0.0368364 | 6.091430e-02 | 0.0039497 | 0.3683640 | log | -| Byrock-4-6-1 | Q3 | -1.1496573 | 3.437087e-01 | -1.0680729 | -1.0798291 | 0.4138680 | 1.479800e-03 | 0.0004383 | 0.0424453 | 1.479806e-01 | 0.0043827 | 0.4201870 | log | -| Byrock-5-7-1 | Q1 | 0.4679234 | 1.649567e+00 | 0.5001464 | 0.5023073 | 0.2435744 | 4.053100e-03 | 0.0002627 | 0.0250419 | 4.053086e-01 | 0.0026266 | 0.2504193 | log | -| Byrock-5-7-1 | Q2 | 0.8598803 | 2.417285e+00 | 0.8822850 | 0.8616443 | 0.2033452 | 5.011500e-03 | 0.0002248 | 0.0214034 | 5.011534e-01 | 0.0022477 | 0.2140340 | log | -| Byrock-5-7-1 | Q3 | 0.9360056 | 2.621485e+00 | 0.9639686 | 0.9346296 | 0.2513879 | 6.580500e-03 | 0.0002749 | 0.0275348 | 6.580492e-01 | 0.0027494 | 0.2753477 | log | -| Anglesea-1-1-1 | Q1 | 0.5911563 | 1.861236e+00 | 0.6215967 | 0.5951851 | 0.2519806 | 4.716300e-03 | 0.0002364 | 0.0275754 | 4.716252e-01 | 0.0023644 | 0.2757538 | log | -| Anglesea-1-1-1 | Q2 | 0.5933596 | 1.878449e+00 | 0.6300985 | 0.6449572 | 0.2810262 | 5.360200e-03 | 0.0002881 | 0.0283123 | 5.360164e-01 | 0.0028806 | 0.2831234 | log | -| Anglesea-1-1-1 | Q3 | 0.5893916 | 1.887189e+00 | 0.6351892 | 0.6389456 | 0.2872454 | 5.582400e-03 | 0.0003237 | 0.0277341 | 5.582442e-01 | 0.0032372 | 0.2773407 | log | -| Anglesea-2-2-1 | Q1 | -0.4051920 | 7.114075e-01 | -0.3409553 | -0.4398193 | 0.3727657 | 2.745700e-03 | 0.0004062 | 0.0452938 | 2.745718e-01 | 0.0040620 | 0.4506672 | log | -| Anglesea-2-2-1 | Q2 | -0.3408836 | 7.738815e-01 | -0.2559967 | -0.3926576 | 0.4220596 | 3.351000e-03 | 0.0004196 | 0.0575622 | 3.351022e-01 | 0.0041965 | 0.5756221 | log | -| Anglesea-2-2-1 | Q3 | -0.2972084 | 8.217712e-01 | -0.1968747 | -0.3698595 | 0.4361943 | 3.753900e-03 | 0.0004460 | 0.0802767 | 3.753925e-01 | 0.0044597 | 0.8027666 | log | -| Ardrossa-1-1-1 | Q1 | -2.5869552 | 4.991938e-01 | -0.6996363 | 0.1458645 | 1.9134829 | 2.553260e-02 | 0.0050549 | 0.2149389 | 2.553265e+00 | 0.0505488 | 1.5198477 | log | -| Ardrossa-1-1-1 | Q2 | 0.0159150 | 1.352646e+00 | 0.3010376 | 0.3316545 | 0.7668184 | 1.189060e-02 | 0.0009096 | 0.0995719 | 1.189060e+00 | 0.0090961 | 0.9180072 | log | -| Ardrossa-1-1-1 | Q3 | 0.9006509 | 3.005853e+00 | 1.1013378 | 0.9514020 | 0.6566999 | 2.193620e-02 | 0.0007098 | 0.0925309 | 2.193622e+00 | 0.0070979 | 0.9113233 | log | -| Atherton-3-3-1 | Q2 | -10.6439029 | 4.557833e+87 | 201.8977817 | 205.6045019 | 57.5937861 | 4.557832e+87 | 0.0888410 | 0.1648628 | 4.557832e+89 | 0.8093796 | 1.1059334 | log | -| Atherton-3-3-1 | Q3 | -9.9797138 | 4.368886e+54 | 125.9155915 | 129.3381524 | 37.0515469 | 4.368811e+54 | 0.1056659 | 0.1854108 | 4.368811e+56 | 0.9741917 | 1.3624853 | log | -| Balmoral-1-1-1 | Q1 | -0.5512746 | 1.680260e+00 | 0.5225443 | 0.9101738 | 1.4771256 | 4.414650e-02 | 0.0025812 | 0.1657995 | 4.414654e+00 | 0.0258123 | 1.3159928 | log | -| Balmoral-1-1-1 | Q2 | -0.1092410 | 2.608455e+00 | 0.9579468 | 1.5825067 | 1.4279641 | 6.786540e-02 | 0.0023027 | 0.1374947 | 6.786541e+00 | 0.0230269 | 1.0650297 | log | -| Balmoral-1-1-1 | Q3 | 0.0688629 | 3.460681e+00 | 1.2402698 | 1.7115925 | 1.5424340 | 9.474580e-02 | 0.0028338 | 0.1350850 | 9.474581e+00 | 0.0283383 | 1.1057180 | log | -| Bathurst-1-1-1 | Q1 | -2.7408892 | 9.503118e-01 | -0.0563314 | 1.5026455 | 2.3524593 | 7.386210e-02 | 0.0083963 | 0.1349107 | 7.386213e+00 | 0.0839632 | 0.9728549 | log | -| Bathurst-1-1-1 | Q2 | -0.6304255 | 5.376034e+00 | 1.6740734 | 2.9712790 | 2.1265878 | 3.777551e-01 | 0.0071100 | 0.1327271 | 3.777551e+01 | 0.0710998 | 0.8903607 | log | -| Bathurst-1-1-1 | Q3 | -1.0957071 | 4.829100e+00 | 1.5691695 | 3.8181846 | 2.1824751 | 1.049019e+00 | 0.0212580 | 0.1702563 | 1.049019e+02 | 0.2125803 | 1.2277353 | log | -| Belgrave-1-1-1 | Q1 | -4.6348680 | 2.030590e-02 | -3.8935633 | -3.8486388 | 1.1886963 | 3.550000e-04 | 0.0016389 | 0.1356566 | 3.549780e-02 | 0.0163889 | 1.1903819 | log | -| Belgrave-1-1-1 | Q2 | -2.9659322 | 7.646080e-02 | -2.5725425 | -2.6464437 | 0.8679646 | 7.962000e-04 | 0.0010781 | 0.1174161 | 7.962010e-02 | 0.0107814 | 1.1200778 | log | -| Belgrave-1-1-1 | Q3 | -0.0626820 | 1.612215e+00 | 0.4763947 | 0.6139963 | 1.0504800 | 2.228240e-02 | 0.0012916 | 0.1100875 | 2.228239e+00 | 0.0129163 | 0.9276139 | log | -| Bencubbi-1-1-1 | Q1 | -0.5004514 | 1.897596e+00 | 0.6434081 | 1.4133872 | 1.4943452 | 5.850820e-02 | 0.0029109 | 0.1145763 | 5.850824e+00 | 0.0291087 | 0.8948699 | log | -| Bencubbi-1-1-1 | Q2 | -0.1980142 | 2.389234e+00 | 0.8654046 | 1.2257638 | 1.4664179 | 5.701460e-02 | 0.0025707 | 0.1498947 | 5.701457e+00 | 0.0257071 | 1.1707154 | log | -| Bencubbi-1-1-1 | Q3 | -0.2069766 | 2.543096e+00 | 0.9319334 | 1.4704848 | 1.5452017 | 6.519920e-02 | 0.0025759 | 0.1284219 | 6.519918e+00 | 0.0257589 | 1.0433043 | log | -| Byrock-1-8-1 | Q1 | -0.7637879 | 5.339554e-01 | -0.6272185 | -0.7504748 | 0.5251145 | 3.011100e-03 | 0.0006210 | 0.1243202 | 3.011088e-01 | 0.0062103 | 1.2307070 | log | -| Byrock-1-8-1 | Q2 | -0.1290078 | 9.427828e-01 | -0.0582300 | -0.1700551 | 0.3600274 | 3.579100e-03 | 0.0003766 | 0.0492002 | 3.579133e-01 | 0.0037657 | 0.4920024 | log | -| Byrock-1-8-1 | Q3 | 0.0928126 | 1.201713e+00 | 0.1836693 | 0.1542570 | 0.4410530 | 5.663100e-03 | 0.0004380 | 0.0468881 | 5.663129e-01 | 0.0043804 | 0.4641685 | log | -| Byrock-2-9-1 | Q1 | -0.0473931 | 9.771759e-01 | -0.0231669 | -0.0622361 | 0.2235873 | 2.216600e-03 | 0.0002240 | 0.0225710 | 2.216567e-01 | 0.0022403 | 0.2257095 | log | -| Byrock-2-9-1 | Q2 | 0.2470553 | 1.301195e+00 | 0.2631441 | 0.2253966 | 0.1946618 | 2.514200e-03 | 0.0002071 | 0.0222085 | 2.514243e-01 | 0.0020707 | 0.2220846 | log | -| Byrock-2-9-1 | Q3 | 0.2391911 | 1.309252e+00 | 0.2692101 | 0.2918451 | 0.2394698 | 3.182400e-03 | 0.0002278 | 0.0251346 | 3.182419e-01 | 0.0022782 | 0.2513462 | log | -| Byrock-3-10-1 | Q1 | -4.2290359 | 3.231360e-02 | -3.4319196 | -3.0421504 | 1.2459017 | 5.978000e-04 | 0.0020098 | 0.1113293 | 5.978350e-02 | 0.0200984 | 0.9247706 | log | -| Byrock-3-10-1 | Q2 | -1.9800527 | 1.504480e-01 | -1.8939888 | -2.0635641 | 0.4161620 | 6.698000e-04 | 0.0004962 | 0.0903839 | 6.697800e-02 | 0.0049621 | 0.8901783 | log | -| Byrock-3-10-1 | Q3 | -1.0995312 | 3.563030e-01 | -1.0324189 | -1.0548565 | 0.3744842 | 1.378400e-03 | 0.0003814 | 0.0461859 | 1.378413e-01 | 0.0038142 | 0.4618594 | log | -| Branxton-1-1-1 | Q1 | -3.3129356 | 9.252930e-02 | -2.3779705 | -1.7403422 | 1.3676843 | 1.999700e-03 | 0.0021642 | 0.0925070 | 1.999672e-01 | 0.0216418 | 0.7849483 | log | -| Branxton-1-1-1 | Q2 | -1.9118168 | 3.165866e-01 | -1.1505897 | -0.9265591 | 1.2165982 | 6.382600e-03 | 0.0019230 | 0.1566750 | 6.382641e-01 | 0.0192300 | 1.2919752 | log | -| Branxton-1-1-1 | Q3 | -1.4485575 | 6.111251e-01 | -0.4942461 | -0.0305468 | 1.3924429 | 1.757190e-02 | 0.0030025 | 0.1366464 | 1.757186e+00 | 0.0300254 | 1.1101204 | log | -| Bridport-1-1-1 | Q1 | 0.7394014 | 3.784242e+00 | 1.3286920 | 1.5037430 | 1.0998018 | 5.561400e-02 | 0.0014327 | 0.1101332 | 5.561402e+00 | 0.0143272 | 0.9664145 | log | -| Bridport-1-1-1 | Q2 | 2.2272136 | 3.537056e+03 | 8.0997810 | 11.9968665 | 3.0446010 | 2.899807e+03 | 0.0789166 | 0.1397773 | 2.899807e+05 | 0.7232830 | 0.9883750 | log | -| Bridport-1-1-1 | Q3 | 4.2192574 | 2.633218e+06 | 14.5325851 | 18.3806499 | 4.6582726 | 1.940057e+06 | 0.0913735 | 0.1533715 | 1.940057e+08 | 0.8952742 | 1.1477272 | log | -| Buckland-1-1-1 | Q1 | 1.7767344 | 3.927456e+00 | 1.3693217 | 1.2447152 | 0.8647237 | 3.229190e-02 | 0.0008235 | 0.1029604 | 3.229188e+00 | 0.0082350 | 0.9658544 | square_root | -| Buckland-1-1-1 | Q2 | 5.2968093 | 2.871478e+01 | 3.3574230 | 3.3818545 | 0.8551895 | 9.070880e-02 | 0.0003228 | 0.0316979 | 9.070880e+00 | 0.0032278 | 0.3169793 | square_root | -| Buckland-1-1-1 | Q3 | 14.8646182 | 2.219903e+02 | 5.4026172 | 5.3940275 | 1.0012541 | 2.946223e-01 | 0.0001214 | 0.0125399 | 2.946223e+01 | 0.0012140 | 0.1253993 | square_root | -| Boggabri-1-1-1 | Q1 | -0.6312717 | 2.179186e+00 | 0.7783131 | 1.4093349 | 1.6858973 | 7.554860e-02 | 0.0033520 | 0.1457424 | 7.554864e+00 | 0.0335198 | 1.1475768 | log | -| Boggabri-1-1-1 | Q2 | -0.4110165 | 2.269542e+00 | 0.8117477 | 1.5421003 | 1.5695670 | 6.815330e-02 | 0.0030273 | 0.1164366 | 6.815326e+00 | 0.0302734 | 0.8790770 | log | -| Boggabri-1-1-1 | Q3 | -0.1066361 | 3.839370e+00 | 1.3430391 | 2.0772797 | 1.7369200 | 1.270788e-01 | 0.0033721 | 0.1508789 | 1.270788e+01 | 0.0337207 | 1.1087292 | log | -| Bundeena-1-6-1 | Q1 | -18.2759760 | 1.058281e+38 | 87.5434777 | 91.6352289 | 27.1543850 | 1.058157e+38 | 0.1180697 | 0.1208067 | 1.058157e+40 | 1.1075917 | 0.8627327 | log | -| Bundeena-1-6-1 | Q2 | -7.0994450 | 4.678049e+36 | 84.5687840 | 88.4793744 | 25.6512710 | 4.611844e+36 | 0.0909106 | 0.0905865 | 4.611844e+38 | 0.8381540 | 0.6778874 | log | -| Bundeena-1-6-1 | Q3 | 21.6301200 | 7.455775e+44 | 103.2399415 | 107.3568507 | 23.9704660 | 6.904773e+44 | 0.0922638 | 0.1835384 | 6.904773e+46 | 0.8752909 | 1.2715913 | log | -| Busselto-1-1-1 | Q1 | -0.3186864 | 3.274924e+00 | 1.1789683 | 1.8334637 | 1.7432846 | 1.197538e-01 | 0.0032971 | 0.1939998 | 1.197538e+01 | 0.0329712 | 1.4123399 | log | -| Busselto-1-1-1 | Q2 | 0.9527745 | 1.102466e+01 | 2.3921274 | 3.0676172 | 1.7098979 | 3.841744e-01 | 0.0036391 | 0.1563170 | 3.841744e+01 | 0.0363906 | 1.2208745 | log | -| Busselto-1-1-1 | Q3 | 1.2838208 | 1.870697e+01 | 2.9292531 | 3.7195314 | 1.7932645 | 8.313680e-01 | 0.0040228 | 0.1622056 | 8.313680e+01 | 0.0402278 | 1.2564392 | log | -| Canberra-1-1-1 | Q1 | 6.1746021 | 2.046411e+09 | 21.3929726 | 24.7101583 | 6.2563208 | 9.160564e+08 | 0.0622469 | 0.1385052 | 9.160564e+10 | 0.6193484 | 0.9987756 | log | -| Canberra-1-1-1 | Q2 | 1.7722519 | 1.059188e+02 | 4.6645339 | 6.3137568 | 2.4066179 | 1.022454e+01 | 0.0095414 | 0.1312155 | 1.022454e+03 | 0.0954139 | 0.9462082 | log | -| Canberra-1-1-1 | Q3 | -0.0625496 | 3.017773e+00 | 1.1029858 | 1.7669510 | 1.5066874 | 1.024319e-01 | 0.0031750 | 0.1168808 | 1.024319e+01 | 0.0317501 | 0.9638240 | log | -| Capertee-1-1-1 | Q1 | -2.2521741 | 1.306387e-01 | -2.0363537 | -2.2218650 | 0.6804521 | 9.625000e-04 | 0.0008064 | 0.0983942 | 9.625110e-02 | 0.0080636 | 0.9282486 | log | -| Capertee-1-1-1 | Q2 | 0.3652208 | 1.758047e+00 | 0.5644119 | 0.6476644 | 0.6467762 | 1.272580e-02 | 0.0006995 | 0.0665537 | 1.272578e+00 | 0.0069949 | 0.6452619 | log | -| Capertee-1-1-1 | Q3 | 1.4723831 | 5.864853e+00 | 1.7696020 | 1.8356361 | 0.7772075 | 5.194820e-02 | 0.0009492 | 0.0728053 | 5.194817e+00 | 0.0094923 | 0.6868436 | log | -| Capertee-2-2-1 | Q1 | -2.2521741 | 1.379755e-01 | -1.9797044 | -1.9461724 | 0.7584556 | 1.209000e-03 | 0.0008420 | 0.0968847 | 1.209044e-01 | 0.0084196 | 0.9140082 | log | -| Capertee-2-2-1 | Q2 | 0.3652208 | 1.824620e+00 | 0.6019780 | 0.4987402 | 0.6812773 | 1.390050e-02 | 0.0008131 | 0.0888999 | 1.390046e+00 | 0.0081308 | 0.8386796 | log | -| Capertee-2-2-1 | Q3 | 1.4723831 | 6.033461e+00 | 1.7975465 | 1.7682387 | 0.8020057 | 5.589980e-02 | 0.0010755 | 0.0880266 | 5.589981e+00 | 0.0107547 | 0.8019601 | log | -| Carnarvo-1-1-1 | Q1 | -0.1643253 | 1.534970e+00 | 0.4294830 | 0.4146211 | 1.0735512 | 2.344350e-02 | 0.0015519 | 0.1237721 | 2.344349e+00 | 0.0155189 | 1.0647281 | log | -| Carnarvo-1-1-1 | Q2 | -0.0200811 | 1.730507e+00 | 0.5484780 | 0.5487344 | 1.0600926 | 2.446210e-02 | 0.0015444 | 0.1202178 | 2.446207e+00 | 0.0154437 | 1.0819606 | log | -| Carnarvo-1-1-1 | Q3 | -0.1166450 | 1.731704e+00 | 0.5488134 | 0.5672822 | 1.1437784 | 3.192010e-02 | 0.0017012 | 0.1619285 | 3.192014e+00 | 0.0170124 | 1.3644339 | log | -| Bundeena-1-1-1 | Q1 | -16.9656550 | 3.946876e+37 | 86.4325919 | 90.4049470 | 30.4816690 | 3.899309e+37 | 0.0855456 | 0.1879555 | 3.899309e+39 | 0.7933172 | 1.3422704 | log | -| Bundeena-1-1-1 | Q2 | -7.5044530 | 4.368843e+41 | 95.8256209 | 99.5787990 | 29.4681460 | 4.365005e+41 | 0.1025835 | 0.2138538 | 4.365005e+43 | 0.9457735 | 1.4661081 | log | -| Bundeena-1-1-1 | Q3 | -8.1382290 | 9.256883e+38 | 89.7253037 | 93.6291814 | 28.8041020 | 9.195990e+38 | 0.0915507 | 0.1776220 | 9.195990e+40 | 0.8340665 | 1.3292011 | log | -| Bundeena-2-2-1 | Q1 | -18.1033090 | 8.583436e+33 | 78.0954697 | 81.8087159 | 29.5853370 | 5.588751e+33 | 0.0928168 | 0.1381404 | 5.588751e+35 | 0.9094154 | 1.0056775 | log | -| Bundeena-2-2-1 | Q2 | -8.6168810 | 6.552736e+38 | 89.3113174 | 93.2710353 | 28.3373370 | 6.548871e+38 | 0.0862875 | 0.1344570 | 6.548871e+40 | 0.7861170 | 0.9695831 | log | -| Bundeena-2-2-1 | Q3 | -6.2319110 | 1.166175e+38 | 87.7321957 | 91.6764050 | 27.2307970 | 1.153832e+38 | 0.0851529 | 0.1563016 | 1.153832e+40 | 0.7942531 | 1.0600888 | log | -| Bundeena-3-3-1 | Q1 | -14.4945740 | 7.949429e+35 | 82.6464634 | 86.9479050 | 29.4023210 | 7.946523e+35 | 0.1074131 | 0.1541289 | 7.946523e+37 | 0.9844570 | 1.0678361 | log | -| Bundeena-3-3-1 | Q2 | -7.6408800 | 4.404679e+43 | 100.2786275 | 104.3015447 | 28.5638660 | 4.403259e+43 | 0.1205041 | 0.1501473 | 4.403259e+45 | 1.0845368 | 1.1135218 | log | -| Bundeena-3-3-1 | Q3 | -8.6547620 | 1.775121e+33 | 76.5324965 | 80.2913047 | 27.7604140 | 1.750506e+33 | 0.1057960 | 0.2090808 | 1.750506e+35 | 0.9462684 | 1.4333856 | log | -| Bundeena-4-4-1 | Q1 | -15.8306930 | 2.668818e+36 | 83.6810246 | 87.4647866 | 29.3996980 | 1.935077e+36 | 0.0912538 | 0.1864984 | 1.935077e+38 | 0.8705058 | 1.3187428 | log | -| Bundeena-4-4-1 | Q2 | -8.8310020 | 1.396345e+38 | 87.6396575 | 91.6326259 | 27.7701040 | 1.396198e+38 | 0.1281265 | 0.1773060 | 1.396198e+40 | 1.1315822 | 1.3503224 | log | -| Bundeena-4-4-1 | Q3 | -6.7571090 | 2.789031e+39 | 90.5342677 | 94.7565366 | 29.2073930 | 2.710146e+39 | 0.1377724 | 0.1759149 | 2.710146e+41 | 1.2245476 | 1.1535510 | log | -| Bundeena-5-5-1 | Q1 | -17.9961670 | 5.763669e+41 | 96.1285979 | 100.0717328 | 26.5671470 | 5.763669e+41 | 0.1115182 | 0.1633757 | 5.763669e+43 | 1.0098405 | 1.1436296 | log | -| Bundeena-5-5-1 | Q2 | -8.4336170 | 7.777281e+36 | 84.9638504 | 88.8177357 | 25.7029030 | 7.169822e+36 | 0.0966096 | 0.1517075 | 7.169822e+38 | 0.9011145 | 1.0510604 | log | -| Bundeena-5-5-1 | Q3 | 24.2664430 | 3.812319e+45 | 104.7154780 | 108.6960868 | 24.2664430 | 2.562005e+45 | 0.1030516 | 0.1216312 | 2.562005e+47 | 1.0044231 | 0.8938028 | log | -| Cessnock-1-1-1 | Q2 | -0.7498301 | 1.539739e+00 | 0.4309342 | 0.9794009 | 1.5358640 | 4.157580e-02 | 0.0028843 | 0.1128804 | 4.157577e+00 | 0.0288428 | 0.9170445 | log | -| Cessnock-1-1-1 | Q3 | 0.7817424 | 2.970939e+00 | 1.0886788 | 0.9587166 | 0.7712746 | 2.644400e-02 | 0.0009153 | 0.1065034 | 2.644399e+00 | 0.0091528 | 0.9761202 | log | -| Cassilis-1-1-1 | Q1 | 0.4734463 | 1.502044e+02 | 4.9435608 | 7.4448165 | 3.0770123 | 3.510428e+01 | 0.0245778 | 0.1453873 | 3.510428e+03 | 0.2457777 | 1.1261653 | log | -| Cassilis-1-1-1 | Q2 | 0.0554181 | 1.901870e+00 | 0.6418477 | 0.6783117 | 1.0816172 | 2.709570e-02 | 0.0013769 | 0.1228209 | 2.709565e+00 | 0.0137687 | 1.0847245 | log | -| Cassilis-1-1-1 | Q3 | 0.0910810 | 2.135933e+00 | 0.7592891 | 0.8566626 | 1.1514385 | 3.255350e-02 | 0.0017070 | 0.1236046 | 3.255348e+00 | 0.0170697 | 1.0632869 | log | -| Charlton-1-1-1 | Q1 | 0.9274501 | 3.225008e+00 | 1.1718165 | 1.0130730 | 0.6976524 | 2.578270e-02 | 0.0007216 | 0.0856245 | 2.578275e+00 | 0.0072156 | 0.8212817 | log | -| Charlton-1-1-1 | Q2 | 0.9252982 | 3.081864e+00 | 1.1262994 | 0.9288620 | 0.6280323 | 2.165170e-02 | 0.0007129 | 0.0895170 | 2.165166e+00 | 0.0071287 | 0.8770842 | log | -| Charlton-1-1-1 | Q3 | 2.6287113 | 1.945076e+01 | 2.9678604 | 2.8239622 | 0.8254712 | 1.928994e-01 | 0.0009757 | 0.1034531 | 1.928994e+01 | 0.0097568 | 0.9425030 | log | -| Childers-1-1-1 | Q1 | -5.1510550 | 1.490690e-02 | -4.2064826 | -3.7763344 | 1.3919921 | 3.203000e-04 | 0.0022076 | 0.1310197 | 3.202970e-02 | 0.0220759 | 1.1194325 | log | -| Childers-1-1-1 | Q2 | -5.0682978 | 1.434320e-02 | -4.2485668 | -4.0141022 | 1.2755920 | 2.992000e-04 | 0.0021312 | 0.1346804 | 2.992400e-02 | 0.0213123 | 0.9988165 | log | -| Childers-1-1-1 | Q3 | -5.2657308 | 1.306110e-02 | -4.3402851 | -3.7927497 | 1.3600721 | 3.076000e-04 | 0.0024932 | 0.0938735 | 3.075810e-02 | 0.0249319 | 0.7797722 | log | -| Childers-2-2-1 | Q1 | -2.4720448 | 2.308120e-01 | -1.4652541 | -1.1790315 | 1.4372124 | 5.432000e-03 | 0.0023566 | 0.1644304 | 5.431985e-01 | 0.0235658 | 1.3559275 | log | -| Childers-2-2-1 | Q2 | -1.3971269 | 6.846280e-01 | -0.3809411 | -0.0051028 | 1.4428008 | 1.599720e-02 | 0.0025395 | 0.1385331 | 1.599718e+00 | 0.0253955 | 1.1254479 | log | -| Childers-2-2-1 | Q3 | -1.0963085 | 1.093240e+00 | 0.0805390 | 0.6467151 | 1.5407205 | 3.608590e-02 | 0.0032857 | 0.1370246 | 3.608594e+00 | 0.0328572 | 1.1047275 | log | - -Created on 2024-09-09 with [reprex v2.1.0](https://reprex.tidyverse.org) diff --git a/manuscript/manuscript/investigate_back.R b/manuscript/manuscript/investigate_back.R deleted file mode 100644 index c90cab9..0000000 --- a/manuscript/manuscript/investigate_back.R +++ /dev/null @@ -1,207 +0,0 @@ -devtools::load_all() - -#+ message = FALSE, warning = FALSE -out <- targets::tar_read(ManyEcoEvo_yi) %>% - mutate( - data = - map_if(data, - ~ filter(.x, - stringr::str_detect( - response_variable_name, - "average.proportion.of.plots.containing", - negate = TRUE)), - .p = dataset == "eucalyptus")) %>% - mutate( - diversity_data = - map2( - .x = diversity_data, - .y = data, - .f = ~ semi_join(.x, .y, join_by(id_col)) %>% - distinct() - ) - ) %>% filter(dataset == "eucalyptus") %>% - pluck("data", 1) - -back_transformed_se <- - back_transform_response_vars_yi(out) %>% - select("id_col", - ends_with("data"), - starts_with("transformation"), - -review_data) %>% - rowwise(id_col) %>% - mutate(yi_data = list(left_join(augmented_data, back_transformed_data, - by = join_by(SurveyID), - suffix = c(".aug", ".back")))) %>% - unnest(yi_data) %>% - ungroup %>% - select(contains("id"), starts_with("fit"), starts_with("se"), starts_with("sd"), transformation_type) %>% - rename("sd.fit.back" = "sd.fit") - -check_transformations_se <- - back_transformed_se %>% - rowwise(id_col, SurveyID) %>% - mutate(log_transformed_se = list(log_transform(estimate = fit.back, - std.error = se.fit.back, - sim = 100) %>% - rename_with(~ paste0(.x, "SE"))), - log_transformed_sd = list(log_transform(estimate = - fit.back, - std.error = sd.fit.back, - sim = 100) %>% - rename_with(~ paste0(.x, "SD"))) - ) %>% - unnest(cols = c(log_transformed_se, log_transformed_sd)) %>% - relocate(contains("mean_log"), .after = starts_with("fit")) %>% - relocate(contains("se_log"), .after = starts_with("se.")) %>% - relocate(contains("sd_log"), .after = starts_with("sd.")) %>% - select(-contains("ci"), -contains("lower"), -contains("upper")) - -back_transformed_se_sims <- - back_transformed_se %>% - rowwise(id_col, SurveyID) %>% - mutate(log_transformed_10 = list(log_transform(estimate = fit.back, - std.error = se.fit.back, - sim = 10) %>% - rename_with(~ paste0(.x, "10"))), - log_transformed_100= list(log_transform(estimate = fit.back, - std.error = se.fit.back, - sim = 100) %>% - rename_with(~ paste0(.x, "100"))), - log_transformed_1000 = list(log_transform(estimate = fit.back, - std.error = se.fit.back, - sim = 1000) %>% - rename_with(~ paste0(.x, "1000")))) %>% - unnest(cols = starts_with("log_transformed")) %>% - relocate(contains("mean_log"), .after = starts_with("fit")) %>% - relocate(contains("se_log"), .after = starts_with("se.")) %>% - relocate(contains("sd_log"), .after = starts_with("sd.")) %>% - select(-contains("ci"), -contains("lower"), -contains("upper")) - -# check_transformations %>% -# write_csv("manuscript/euc_back_pipeline_checking.csv") - -# convert se to sd before back-transforming -back_transformed_sd <- out %>% - drop_na(sample_size) %>% - rowwise(id_col) %>% - mutate(augmented_data = list(mutate(augmented_data, - se.fit = se.fit * sqrt(sample_size)))) %>% - back_transform_response_vars_yi() %>% - select("id_col", - ends_with("data"), - starts_with("transformation"), - -review_data) %>% - rowwise(id_col) %>% - mutate(yi_data = list(left_join(augmented_data, back_transformed_data, - by = join_by(SurveyID), - suffix = c(".aug", ".back")))) %>% - unnest(yi_data) %>% - ungroup %>% - select(contains("id"), - starts_with("fit"), - starts_with("se"), - starts_with("sd"), - transformation_type) %>% - rename("sd.fit.back" = "sd.fit", "sd.fit.aug" = "se.fit.aug") - -check_transformations_sd <- back_transformed_sd %>% - rowwise(id_col, SurveyID) %>% - mutate(log_transformed_se = list(log_transform(estimate = fit.back, - std.error = se.fit.back, - sim = 100) %>% - rename_with(~ paste0(.x, "SE"))), - log_transformed_sd = list(log_transform(estimate = - fit.back, - std.error = sd.fit.back, - sim = 100) %>% - rename_with(~ paste0(.x, "SD"))) - ) %>% - unnest(cols = c(log_transformed_se, log_transformed_sd)) %>% - relocate(contains("mean_log"), .after = starts_with("fit")) %>% - relocate(contains("se_log"), .after = starts_with("se.")) %>% - relocate(contains("sd_log"), .after = starts_with("sd.")) %>% - select(-contains("ci"), -contains("lower"), -contains("upper")) - -# Convert yi_se to yi_sd before back-transforming, then re-transform -# Using either se or sd from the back-transformed distribution -back_transformed_sd_sims <- - back_transformed_sd %>% - rowwise(id_col, SurveyID) %>% - mutate(log_transformed_100_se = list(log_transform(estimate = fit.back, - std.error = se.fit.back, - sim = 100) %>% - rename_with(~ paste0(.x, "100_sd"))), - log_transformed_1000_se = list(log_transform(estimate = fit.back, - std.error = se.fit.back, - sim = 1000) %>% - rename_with(~ paste0(.x, "1000_sd")))) %>% - mutate(log_transformed_100_sd = list(log_transform(estimate = fit.back, - std.error = sd.fit.back, - sim = 100) %>% - rename_with(~ paste0(.x, "100_se"))), - log_transformed_1000_sd = list(log_transform(estimate = fit.back, - std.error = sd.fit.back, - sim = 1000) %>% - rename_with(~ paste0(.x, "1000_se")))) %>% - unnest(cols = starts_with("log_transformed")) %>% - relocate(contains("mean_log"), .after = starts_with("fit")) %>% - relocate(contains("se_log"), .after = starts_with("se.")) %>% - relocate(contains("sd_log"), .after = starts_with("sd.")) %>% - select(-contains("ci"), -contains("lower"), -contains("upper")) - -#' # Euc checking - -#+ -# ---- report euc results ---- -check_transformations_se %>% knitr::kable() - -back_transformed_se_sims %>% knitr::kable() - -check_transformations_sd %>% knitr::kable() - -back_transformed_sd_sims %>% knitr::kable() - -#' # BT checking - -#+ message = FALSE, warning = FALSE -# ---- blue tit --- -bt <- targets::tar_read(ManyEcoEvo_yi) %>% filter(dataset == "blue tit") %>% - pluck("data", 1) - -back_transformed_se_bt <- - back_transform_response_vars_yi(bt) %>% - select("id_col", - ends_with("data"), - starts_with("transformation"), - -review_data) %>% - rowwise(id_col) %>% - mutate(yi_data = list(left_join(augmented_data, back_transformed_data, - by = join_by(scenario), - suffix = c(".aug", ".back")))) %>% - unnest(yi_data) %>% - ungroup %>% - select(contains("id"), starts_with("estimate"), starts_with("se"), starts_with("sd"), transformation_type) %>% - rename("sd.fit.back" = "sd.fit") - -#+ message = FALSE, warning = FALSE -check_transformations_se <- - back_transformed_se %>% - rowwise(id_col, scenario) %>% - mutate(log_transformed_se = list(log_transform(estimate = fit.back, - std.error = se.fit.back, - sim = 100) %>% - rename_with(~ paste0(.x, "SE"))), - log_transformed_sd = list(log_transform(estimate = - fit.back, - std.error = sd.fit.back, - sim = 100) %>% - rename_with(~ paste0(.x, "SD"))) - ) %>% - unnest(cols = c(log_transformed_se, log_transformed_sd)) %>% - relocate(contains("mean_log"), .after = starts_with("fit")) %>% - relocate(contains("se_log"), .after = starts_with("se.")) %>% - relocate(contains("sd_log"), .after = starts_with("sd.")) %>% - select(-contains("ci"), -contains("lower"), -contains("upper")) - -#+ -check_transformations_se %>% knitr::kable() \ No newline at end of file From 409a51d25ccaa0e359172287fb90ba916b59af7d Mon Sep 17 00:00:00 2001 From: egouldo Date: Mon, 9 Sep 2024 13:11:37 +1000 Subject: [PATCH 13/16] Increment version number to 2.7.6.9000 --- DESCRIPTION | 2 +- NEWS.md | 2 ++ 2 files changed, 3 insertions(+), 1 deletion(-) diff --git a/DESCRIPTION b/DESCRIPTION index 5c0d191..1df8762 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,6 +1,6 @@ Package: ManyEcoEvo Title: Meta-analyse data from 'Many-Analysts' style studies -Version: 2.7.6 +Version: 2.7.6.9000 Authors@R: c( person("Elliot", "Gould", , "elliot.gould@unimelb.edu.au", role = c("aut", "cre"), comment = c(ORCID = "https://orcid.org/0000-0002-6585-538X")), diff --git a/NEWS.md b/NEWS.md index 4d93b0a..8bb302b 100644 --- a/NEWS.md +++ b/NEWS.md @@ -1,3 +1,5 @@ +# ManyEcoEvo (development version) + # ManyEcoEvo 2.7.6 From d51e3aaa767de01fd9d8ac5cc54706fab3a027c2 Mon Sep 17 00:00:00 2001 From: egouldo Date: Mon, 9 Sep 2024 13:14:51 +1000 Subject: [PATCH 14/16] #97 update news changelog --- NEWS.md | 16 ++++++++++++++++ 1 file changed, 16 insertions(+) diff --git a/NEWS.md b/NEWS.md index 8bb302b..9f88ba2 100644 --- a/NEWS.md +++ b/NEWS.md @@ -1,5 +1,21 @@ # ManyEcoEvo (development version) + + +- #151 rm reprex and investigation script +- fix!: #151 revert to taking sd() from normalised distribution prior to back-transformation and assigning as SE +- analysis #151 add additional reprex chunk to quiet output +- docs:! `devtools::document()` +- analysis #151 add reprex chunk options to quiet messages, add headings +- analysis: #151 investigate extreme precision after changing back-transformation fns +- bug, refactor!: extract SD in addition to SE for analysis #151 +- refactor!: rm unnecessary arguments to `back_transform_response_vars_yi()`, update call of function within `prepare_response_variables_yi()` #97 +- refactor!: change method for renaming prediction columns (generalise beyond BT / Euc) +- docs!: #102 add roxygen imports to function doc +- #151 retain sample size +- bug fix in arg checking #116 +- #97 rename first data argument #102 update roxygen doc, add imports + # ManyEcoEvo 2.7.6 From 6377cd76cb76604b3ea4ea082e1ddb3d0fd4c714 Mon Sep 17 00:00:00 2001 From: egouldo Date: Mon, 9 Sep 2024 13:22:50 +1000 Subject: [PATCH 15/16] - docs!: rm redundant arguments from calls to `back_transform_response_vars_yi()` in vignette and roxygen examples #102 #97 --- R/standardise_response.R | 2 +- vignettes/data_cleaning_preparation.Rmd | 3 +-- 2 files changed, 2 insertions(+), 3 deletions(-) diff --git a/R/standardise_response.R b/R/standardise_response.R index a9e3720..c3f7264 100644 --- a/R/standardise_response.R +++ b/R/standardise_response.R @@ -181,7 +181,7 @@ process_response <- function(data, ...){ #' ManyEcoEvo_yi %>% #' filter(dataset == "eucalyptus") %>% #' pluck("data", 1) %>% -#' back_transform_response_vars_yi("yi", "eucalyptus") %>% +#' back_transform_response_vars_yi() %>% #' log_transform_response() #' @export #' @import dplyr diff --git a/vignettes/data_cleaning_preparation.Rmd b/vignettes/data_cleaning_preparation.Rmd index f2f0e76..d1fb5a7 100644 --- a/vignettes/data_cleaning_preparation.Rmd +++ b/vignettes/data_cleaning_preparation.Rmd @@ -80,8 +80,7 @@ blue_tit_predictions <- # ----- back-transform analyst estimates to original response scale ---- blue_tit_back_transformed <- blue_tit_predictions %>% - back_transform_response_vars_yi(estimate_type = "yi", - dataset = "blue tit") %>% + back_transform_response_vars_yi() %>% ungroup %>% select( id_col, From 1b222412dad45a18e2a8fcd3f267ba2cf9d8e3cf Mon Sep 17 00:00:00 2001 From: egouldo Date: Mon, 9 Sep 2024 13:23:19 +1000 Subject: [PATCH 16/16] - #102 `devtools::document()` --- man/process_analyst_data.Rd | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/man/process_analyst_data.Rd b/man/process_analyst_data.Rd index 7578259..5605338 100644 --- a/man/process_analyst_data.Rd +++ b/man/process_analyst_data.Rd @@ -96,7 +96,7 @@ data(ManyEcoEvo_yi) ManyEcoEvo_yi \%>\% filter(dataset == "eucalyptus") \%>\% pluck("data", 1) \%>\% - back_transform_response_vars_yi("yi", "eucalyptus") \%>\% + back_transform_response_vars_yi() \%>\% log_transform_response() } \seealso{