From 957868a3eabe0a34f5295fb59e831db3dfe86822 Mon Sep 17 00:00:00 2001 From: Elliot Gould Date: Mon, 13 Nov 2023 17:45:14 +1100 Subject: [PATCH 01/31] #24 create funs for Table 3.1 summarising num teams, analyses, and analysis types --- NAMESPACE | 17 ++++ R/summarise_analysis_types.R | 151 +++++++++++++++++++++++++++++ man/count_binary_coded_features.Rd | 28 ++++++ man/count_teams_analyses.Rd | 25 +++++ man/summarise_analysis_types.Rd | 20 ++++ 5 files changed, 241 insertions(+) create mode 100644 R/summarise_analysis_types.R create mode 100644 man/count_binary_coded_features.Rd create mode 100644 man/count_teams_analyses.Rd create mode 100644 man/summarise_analysis_types.Rd diff --git a/NAMESPACE b/NAMESPACE index f8299a4..af2b687 100644 --- a/NAMESPACE +++ b/NAMESPACE @@ -22,6 +22,8 @@ export(compute_metaanalysis_inputs) export(conversion) export(conversion_2) export(convert_predictions) +export(count_binary_coded_features) +export(count_teams_analyses) export(cube_back) export(divide_back) export(est_to_zr) @@ -72,17 +74,32 @@ export(square_root_back) export(standardise_response) export(subset_fns_Zr) export(subset_fns_yi) +export(summarise_analysis_types) export(validate_predictions) export(validate_predictions_df_blue_tit) export(validate_predictions_df_euc) +import(metafor) +importFrom(broom,tidy) +importFrom(dplyr,across) importFrom(dplyr,case_when) +importFrom(dplyr,count) +importFrom(dplyr,distinct) +importFrom(dplyr,filter) +importFrom(dplyr,full_join) +importFrom(dplyr,group_by) importFrom(dplyr,group_split) importFrom(dplyr,left_join) +importFrom(dplyr,mutate) importFrom(dplyr,rename) +importFrom(dplyr,right_join) importFrom(dplyr,select) +importFrom(dplyr,summarise) importFrom(magrittr,"%>%") importFrom(pointblank,col_vals_not_null) +importFrom(purrr,map) +importFrom(purrr,map_dfr) importFrom(rlang,is_na) importFrom(rlang,na_chr) importFrom(tidyr,separate) importFrom(tidyr,unite) +importFrom(tidyr,unnest) diff --git a/R/summarise_analysis_types.R b/R/summarise_analysis_types.R new file mode 100644 index 0000000..76f15b0 --- /dev/null +++ b/R/summarise_analysis_types.R @@ -0,0 +1,151 @@ +#' Summarise Analysis Types +#' @description +#' Generates a summary of the number of analysis teams, total analyses, models with normal error distributions, mixed effects modls, and models developed using Bayesian statistical methods for a given analysis type. +#' +#' @param data +#' +#' @return A summarised tibble with the variables `subset`, `dataset`, `num_teams`, `total_analyses`, `sum_linear`, `sum_mixed`, `sum_Bayesian`. +#' @export +#' @importFrom dplyr filter +#' @importFrom dplyr select +#' @importFrom dplyr group_by +#' @importFrom dplyr rename +#' @importFrom purrr map +#' @importFrom broom tidy +#' @importFrom tidyr unnest +#' @importFrom magrittr "%>%" +#' @importFrom dplyr distinct +#' @importFrom dplyr mutate +#' @import metafor +#' @importFrom dplyr across +#' @importFrom dplyr left_join +#' @importFrom dplyr right_join +#' @importFrom dplyr full_join +#' @importFrom purrr map_dfr +#' +#' @examples +#' summarise_analysis_types(ManyEcoEvo_results, ManyEcoEvo_yi_results, ManyEcoEvo) +summarise_analysis_types <- function(ManyEcoEvo_results, ManyEcoEvo_yi_results, ManyEcoEvo) { + effect_ids <- ManyEcoEvo_results %>% + filter(exclusion_set == "complete", + publishable_subset == "All") %>% + select(MA_mod, effects_analysis) %>% + group_by(estimate_type, dataset) %>% + mutate(tidy_mod = map(MA_mod, + ~ broom::tidy(.x, + conf.int = TRUE, + include_studies = TRUE) %>% + rename(study_id = term)), .keep = "none") %>% + unnest(tidy_mod) %>% + filter(type =="study") %>% + ungroup %>% + select(study_id) %>% + rename(id_col = study_id) %>% #TODO duplicates for "Bell-2-2-1" and "Bonalbo-1-1-1 WHY? + distinct() + + prediction_ids <- ManyEcoEvo_yi_results %>% #TODO Euc mod_data_logged not here! + filter(exclusion_set == "complete", + # dataset == "blue tit" + ) %>% + select(MA_mod, effects_analysis, -exclusion_set) %>% + group_by(estimate_type, dataset) %>% + mutate(tidy_mod = map(MA_mod, + ~ broom::tidy(.x, conf.int = TRUE, include_studies = TRUE) %>% + rename(study_id = term)), .keep = "none") %>% + unnest(tidy_mod) %>% filter(type == "study") %>% + ungroup %>% + select(study_id) %>% + rename(id_col = study_id) %>% + distinct() + + Master <- + ManyEcoEvo %>% + ungroup %>% + select(data) %>% + unnest(data) %>% + mutate(across(c(num_fixed_variables, + num_random_variables, + sample_size, + num_interactions, + Bayesian, + mixed_model), + as.numeric), + lm = ifelse(linear_model == "linear", 1, 0), + glm = ifelse(linear_model == "generalised", 1, 0)) #TODO move this into master processing so don't have to repeat else where!! + + effects <- Master %>% + right_join(effect_ids, by = c("id_col")) # repeat for each + + predictions <- Master %>% + right_join(prediction_ids, by = c("id_col")) + + summarised_data <- full_join( + map_dfr(.x = list(effects, predictions) %>% + set_names("effects", "predictions"), + count_teams_analyses, + .id = "subset"), + map_dfr(.x = list(effects, predictions) %>% + set_names("effects", "predictions"), + count_binary_coded_features, + .id = "subset") + ) + + return(summarised_data) + #TODO next: set up so can run on just one object ManyEcoEvo_results, and account for subsets too! +} + + +#' Summarise number of analyst teams and total analyses per dataset +#' +#' @param data A dataframe containing the variables `TeamIdentifier` and `dataset` +#' +#' @return A dataframe with the columns `dataset`, `total_teams` and `total_analyses` equal in number of rows to the number of unique values within the `dataset` variable of the input `data`. +#' @export +#' @importFrom dplyr count +#' @importFrom dplyr group_by +#' @importFrom dplyr summarise +#' @importFrom magrittr "%>%" +#' +#' @examples +#' ManyEcoEvo %>% +#' filter(dataset == "blue tit") %>% +#' ungroup %>% +#' select(data) %>% +#' unnest(data) %>% +#' count_teams_analyses() +count_teams_analyses <- function(data) { + data %>% + count(dataset, TeamIdentifier) %>% #TODO consider renaming col + group_by(dataset) %>% + summarise(total_teams = n(), + total_analyses = sum(n)) +} + +#' Summarise binary coded features of analyses +#' +#' @param data A dataframe containing the variables `dataset`, and `lm`, `mixed_model`, `Bayesian`, which are coded as binary numeric vectors. +#' +#' @return A dataframe with the variables +#' @export +#' @importFrom dplyr group_by +#' @importFrom dplyr summarise +#' @importFrom magrittr "%>%" +#' +#' @examples +#' ManyEcoEvo %>% +#' filter(dataset == "eucalyptus") %>% +#' ungroup %>% +#' select(data) %>% +#' unnest(data) %>% +#' mutate(lm = ifelse(linear_model == "linear", 1, 0), #TODO move into master processing +#' glm = ifelse(linear_model == "generalised", 1, 0), +#' Bayesian = as.numeric(Bayesian)) %>% +#' count_binary_coded_features() +count_binary_coded_features <- function(data){ + data %>% + group_by(dataset) %>% + summarise(sum_linear = sum(lm, na.rm = TRUE), + sum_mixed = sum(mixed_model,na.rm = TRUE), + sum_Bayesian = sum(Bayesian,na.rm = TRUE), + sum_glm = sum(glm, na.rm = TRUE)) +} diff --git a/man/count_binary_coded_features.Rd b/man/count_binary_coded_features.Rd new file mode 100644 index 0000000..2aa1b7d --- /dev/null +++ b/man/count_binary_coded_features.Rd @@ -0,0 +1,28 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/summarise_analysis_types.R +\name{count_binary_coded_features} +\alias{count_binary_coded_features} +\title{Summarise binary coded features of analyses} +\usage{ +count_binary_coded_features(data) +} +\arguments{ +\item{data}{A dataframe containing the variables \code{dataset}, and \code{lm}, \code{mixed_model}, \code{Bayesian}, which are coded as binary numeric vectors.} +} +\value{ +A dataframe with the variables +} +\description{ +Summarise binary coded features of analyses +} +\examples{ +ManyEcoEvo \%>\% +filter(dataset == "eucalyptus") \%>\% +ungroup \%>\% + select(data) \%>\% + unnest(data) \%>\% + mutate(lm = ifelse(linear_model == "linear", 1, 0), #TODO move into master processing + glm = ifelse(linear_model == "generalised", 1, 0), + Bayesian = as.numeric(Bayesian)) \%>\% + count_binary_coded_features() +} diff --git a/man/count_teams_analyses.Rd b/man/count_teams_analyses.Rd new file mode 100644 index 0000000..27ddc02 --- /dev/null +++ b/man/count_teams_analyses.Rd @@ -0,0 +1,25 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/summarise_analysis_types.R +\name{count_teams_analyses} +\alias{count_teams_analyses} +\title{Summarise number of analyst teams and total analyses per dataset} +\usage{ +count_teams_analyses(data) +} +\arguments{ +\item{data}{A dataframe containing the variables \code{TeamIdentifier} and \code{dataset}} +} +\value{ +A dataframe with the columns \code{dataset}, \code{total_teams} and \code{total_analyses} equal in number of rows to the number of unique values within the \code{dataset} variable of the input \code{data}. +} +\description{ +Summarise number of analyst teams and total analyses per dataset +} +\examples{ +ManyEcoEvo \%>\% +filter(dataset == "blue tit") \%>\% +ungroup \%>\% +select(data) \%>\% +unnest(data) \%>\% +count_teams_analyses() +} diff --git a/man/summarise_analysis_types.Rd b/man/summarise_analysis_types.Rd new file mode 100644 index 0000000..0bd68a4 --- /dev/null +++ b/man/summarise_analysis_types.Rd @@ -0,0 +1,20 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/summarise_analysis_types.R +\name{summarise_analysis_types} +\alias{summarise_analysis_types} +\title{Summarise Analysis Types} +\usage{ +summarise_analysis_types(ManyEcoEvo_results, ManyEcoEvo_yi_results, ManyEcoEvo) +} +\arguments{ +\item{data}{} +} +\value{ +A summarised tibble with the variables \code{subset}, \code{dataset}, \code{num_teams}, \code{total_analyses}, \code{sum_linear}, \code{sum_mixed}, \code{sum_Bayesian}. +} +\description{ +Generates a summary of the number of analysis teams, total analyses, models with normal error distributions, mixed effects modls, and models developed using Bayesian statistical methods for a given analysis type. +} +\examples{ +summarise_analysis_types(ManyEcoEvo_results, ManyEcoEvo_yi_results, ManyEcoEvo) +} From d940899f65d19a294f009b62f0949c3a3b2c6f30 Mon Sep 17 00:00:00 2001 From: Elliot Gould Date: Mon, 13 Nov 2023 17:47:05 +1100 Subject: [PATCH 02/31] Increment version number to 1.0.0.9000 --- DESCRIPTION | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/DESCRIPTION b/DESCRIPTION index 19b1e42..238ce33 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,6 +1,6 @@ Package: ManyEcoEvo Title: Meta-analyse data from 'Many-Analysts' style studies -Version: 1.0.0 +Version: 1.0.0.9000 Authors@R: c(person(given = "Elliot", family = "Gould", email = "elliot.gould@unimelb.edu.au", From 1521055b99d16b8ad3de0b6b0bae8a335428af54 Mon Sep 17 00:00:00 2001 From: Elliot Gould Date: Mon, 13 Nov 2023 18:27:16 +1100 Subject: [PATCH 03/31] #24 add functions for table A2 --- NAMESPACE | 4 + R/summarise_model_composition.R | 124 ++++++++++++++++++++++++ man/summarise_model_composition.Rd | 28 ++++++ man/summarise_model_composition_data.Rd | 25 +++++ 4 files changed, 181 insertions(+) create mode 100644 R/summarise_model_composition.R create mode 100644 man/summarise_model_composition.Rd create mode 100644 man/summarise_model_composition_data.Rd diff --git a/NAMESPACE b/NAMESPACE index af2b687..636ba95 100644 --- a/NAMESPACE +++ b/NAMESPACE @@ -75,6 +75,8 @@ export(standardise_response) export(subset_fns_Zr) export(subset_fns_yi) export(summarise_analysis_types) +export(summarise_model_composition) +export(summarise_model_composition_data) export(validate_predictions) export(validate_predictions_df_blue_tit) export(validate_predictions_df_euc) @@ -98,8 +100,10 @@ importFrom(magrittr,"%>%") importFrom(pointblank,col_vals_not_null) importFrom(purrr,map) importFrom(purrr,map_dfr) +importFrom(purrr,set_names) importFrom(rlang,is_na) importFrom(rlang,na_chr) +importFrom(tidyr,pivot_longer) importFrom(tidyr,separate) importFrom(tidyr,unite) importFrom(tidyr,unnest) diff --git a/R/summarise_model_composition.R b/R/summarise_model_composition.R new file mode 100644 index 0000000..c45b0aa --- /dev/null +++ b/R/summarise_model_composition.R @@ -0,0 +1,124 @@ +#' Summarise Model Composition +#' @description +#' Calculate descriptive statistics (mean, sd, min, max) for number of fixed effects, number of random effects, number of interactions and sample size of models for each dataset across both out of sample predictions and standardized corelation coefficients. +#' +#' @param ManyEcoEvo_results A tibble of `ManyEcoEvo_results` +#' @param ManyEcoEvo_yi_results A tibble of `ManyEcoEvo_yi_results` +#' @param ManyEcoEvo A tibble of `ManyEcoEvo` +#' +#' @return A dataframe +#' @export +#' @importFrom dplyr filter +#' @importFrom dplyr select +#' @importFrom tidyr unnest +#' @importFrom dplyr mutate +#' @importFrom dplyr rename +#' @importFrom dplyr group_by +#' @importFrom dplyr distinct +#' @importFrom magrittr "%>%" +#' @importFrom dplyr right_join +#' @importFrom dplyr across +#' @importFrom tidyr pivot_longer +#' @importFrom purrr map_dfr +#' @importFrom purrr set_names +#' @examples +#' summarise_model_composition(ManyEcoEvo_results, ManyEcoEvo_yi_results, ManyEcoEvo) +summarise_model_composition <- function(ManyEcoEvo_results, ManyEcoEvo_yi_results, ManyEcoEvo) { + effect_ids <- ManyEcoEvo_results %>% + filter(exclusion_set == "complete", + publishable_subset == "All") %>% + select(MA_mod, effects_analysis) %>% + group_by(estimate_type, dataset) %>% + mutate(tidy_mod = map(MA_mod, + ~ broom::tidy(.x, + conf.int = TRUE, + include_studies = TRUE) %>% + rename(study_id = term)), .keep = "none") %>% + unnest(tidy_mod) %>% + filter(type =="study") %>% + ungroup %>% + select(study_id) %>% + rename(id_col = study_id) %>% #TODO duplicates for "Bell-2-2-1" and "Bonalbo-1-1-1 WHY? + distinct() + + prediction_ids <- ManyEcoEvo_yi_results %>% #TODO Euc mod_data_logged not here! + filter(exclusion_set == "complete", + # dataset == "blue tit" + ) %>% + select(MA_mod, effects_analysis, -exclusion_set) %>% + group_by(estimate_type, dataset) %>% + mutate(tidy_mod = map(MA_mod, + ~ broom::tidy(.x, conf.int = TRUE, include_studies = TRUE) %>% + rename(study_id = term)), .keep = "none") %>% + unnest(tidy_mod) %>% filter(type == "study") %>% + ungroup %>% + select(study_id) %>% + rename(id_col = study_id) %>% + distinct() + + + Master <- + ManyEcoEvo %>% + ungroup %>% + select(data) %>% + unnest(data) %>% + mutate(across(c(num_fixed_variables, + num_random_variables, + sample_size, + num_interactions, + Bayesian, + mixed_model), + as.numeric), + lm = ifelse(linear_model == "linear", 1, 0), + glm = ifelse(linear_model == "generalised", 1, 0)) #TODO move this into master processing so don't have to repeat else where!! + + effects <- Master %>% #TODO consider generalising, so for each 'estimate_type' group: repeat. + right_join(effect_ids, by = c("id_col")) # repeat for each + + predictions <- Master %>% + right_join(prediction_ids, by = c("id_col")) + + summarised_data <- + map_dfr(.x = list(effects, predictions, Master) %>% + purrr::set_names("effects", "predictions", "all"), + .f = summarise_model_composition_data, + .id = "subset") %>% + pivot_longer(cols = c(-subset, -dataset), + names_to = c("variable", "fn"), + names_pattern = "(.*)_(.*)", + values_to = "value") + + return(summarised_data) +} + +#' Summarise model composition for a single dataframe of out of sample predictions or out or effect sizes +#' +#' @param data A dataframe with the variables `dataset`, `num_fixed_effects`, `num_random_effects`, `num_interactions`, `sample_size` +#' +#' @return A dataframe in tidy format yielding descriptive summary statistics (mean, sd, min and max) for the key variables described in `data`, includes the variables `subset`, `dataset`, `variable`, `fn`, `value` +#' @export +#' +#' @examples +#' ManyEcoEvo %>% +#' ungroup %>% +#' filter(dataset == "blue tit") %>% +#' select(data) %>% +#' unnest(data) %>% +#' summarise_model_composition_data() +summarise_model_composition_data <- function(data) { + data %>% + group_by(dataset) %>% + rename(fixed = num_fixed_effects, + random = num_random_effects, + interactions = num_interactions, + n = sample_size) %>% + summarise(across(c(fixed, + random, + interactions, + n + ), + .fns = list(mean = ~ mean(.x, na.rm = TRUE), + sd = ~ sd(.x, na.rm = TRUE), + min = ~ min(.x, na.rm = TRUE), + max = ~ max(.x, na.rm = TRUE)))) +} diff --git a/man/summarise_model_composition.Rd b/man/summarise_model_composition.Rd new file mode 100644 index 0000000..5814ebe --- /dev/null +++ b/man/summarise_model_composition.Rd @@ -0,0 +1,28 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/summarise_model_composition.R +\name{summarise_model_composition} +\alias{summarise_model_composition} +\title{Summarise Model Composition} +\usage{ +summarise_model_composition( + ManyEcoEvo_results, + ManyEcoEvo_yi_results, + ManyEcoEvo +) +} +\arguments{ +\item{ManyEcoEvo_results}{A tibble of \code{ManyEcoEvo_results}} + +\item{ManyEcoEvo_yi_results}{A tibble of \code{ManyEcoEvo_yi_results}} + +\item{ManyEcoEvo}{A tibble of \code{ManyEcoEvo}} +} +\value{ +A dataframe +} +\description{ +Calculate descriptive statistics (mean, sd, min, max) for number of fixed effects, number of random effects, number of interactions and sample size of models for each dataset across both out of sample predictions and standardized corelation coefficients. +} +\examples{ +summarise_model_composition(ManyEcoEvo_results, ManyEcoEvo_yi_results, ManyEcoEvo) +} diff --git a/man/summarise_model_composition_data.Rd b/man/summarise_model_composition_data.Rd new file mode 100644 index 0000000..1bbb44b --- /dev/null +++ b/man/summarise_model_composition_data.Rd @@ -0,0 +1,25 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/summarise_model_composition.R +\name{summarise_model_composition_data} +\alias{summarise_model_composition_data} +\title{Summarise model composition for a single dataframe of out of sample predictions or out or effect sizes} +\usage{ +summarise_model_composition_data(data) +} +\arguments{ +\item{data}{A dataframe with the variables \code{dataset}, \code{num_fixed_effects}, \code{num_random_effects}, \code{num_interactions}, \code{sample_size}} +} +\value{ +A dataframe in tidy format yielding descriptive summary statistics (mean, sd, min and max) for the key variables described in \code{data}, includes the variables \code{subset}, \code{dataset}, \code{variable}, \code{fn}, \code{value} +} +\description{ +Summarise model composition for a single dataframe of out of sample predictions or out or effect sizes +} +\examples{ +ManyEcoEvo \%>\% +ungroup \%>\% +filter(dataset == "blue tit") \%>\% +select(data) \%>\% +unnest(data) \%>\% +summarise_model_composition_data() +} From 28fbfa4b7c778a5d5f335dc007ec79c5310402c1 Mon Sep 17 00:00:00 2001 From: Elliot Gould Date: Tue, 14 Nov 2023 12:12:19 +1100 Subject: [PATCH 04/31] namespace set_names with purrr due to package conflicts! grrr --- R/summarise_analysis_types.R | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/R/summarise_analysis_types.R b/R/summarise_analysis_types.R index 76f15b0..9cdac15 100644 --- a/R/summarise_analysis_types.R +++ b/R/summarise_analysis_types.R @@ -81,11 +81,11 @@ summarise_analysis_types <- function(ManyEcoEvo_results, ManyEcoEvo_yi_results, summarised_data <- full_join( map_dfr(.x = list(effects, predictions) %>% - set_names("effects", "predictions"), + purrr::set_names("effects", "predictions"), count_teams_analyses, .id = "subset"), map_dfr(.x = list(effects, predictions) %>% - set_names("effects", "predictions"), + purrr::set_names("effects", "predictions"), count_binary_coded_features, .id = "subset") ) From a51c6bbb5fa2c1971c55744319198738a7164107 Mon Sep 17 00:00:00 2001 From: Elliot Gould Date: Tue, 14 Nov 2023 12:12:42 +1100 Subject: [PATCH 05/31] #24 add summary functions for table 3.1 qualitative conclusions --- R/summarise_conclusions.R | 78 +++++++++++++++++++++++++++++++++++++++ 1 file changed, 78 insertions(+) create mode 100644 R/summarise_conclusions.R diff --git a/R/summarise_conclusions.R b/R/summarise_conclusions.R new file mode 100644 index 0000000..16beb2f --- /dev/null +++ b/R/summarise_conclusions.R @@ -0,0 +1,78 @@ +summarise_conclusions <- function(variables) { + effect_ids <- ManyEcoEvo_results %>% + filter(exclusion_set == "complete", + publishable_subset == "All") %>% + ungroup %>% + select(MA_mod, effects_analysis, estimate_type, dataset) %>% + group_by(estimate_type, dataset) %>% + mutate(tidy_mod = map(MA_mod, + ~ broom::tidy(.x, + conf.int = TRUE, + include_studies = TRUE) %>% + rename(study_id = term)), .keep = "none") %>% + unnest(tidy_mod) %>% + filter(type =="study") %>% + ungroup %>% + select(study_id) %>% + rename(id_col = study_id) %>% #TODO duplicates for "Bell-2-2-1" and "Bonalbo-1-1-1 WHY? + distinct() + + prediction_ids <- ManyEcoEvo_yi_results %>% #TODO Euc mod_data_logged not here! + filter(exclusion_set == "complete", + # dataset == "blue tit" + ) %>% + ungroup %>% + select(MA_mod, effects_analysis, -exclusion_set, dataset, estimate_type) %>% + group_by(estimate_type, dataset) %>% + mutate(tidy_mod = map(MA_mod, + ~ broom::tidy(.x, conf.int = TRUE, include_studies = TRUE) %>% + rename(study_id = term)), .keep = "none") %>% + unnest(tidy_mod) %>% filter(type == "study") %>% + ungroup %>% + select(study_id) %>% + rename(id_col = study_id) %>% + distinct() + + Master <- + ManyEcoEvo %>% + ungroup %>% + select(data) %>% + unnest(data) %>% + mutate(across(c(num_fixed_variables, + num_random_variables, + sample_size, + num_interactions, + Bayesian, + mixed_model), + as.numeric), + lm = ifelse(linear_model == "linear", 1, 0), + glm = ifelse(linear_model == "generalised", 1, 0)) %>% #TODO move this into master processing so don't have to repeat else where!! + filter(Conclusion != "CHECK", !is.na(Conclusion)) #TODO data cleaning, check these + + effects <- Master %>% + right_join(effect_ids, by = c("id_col")) # repeat for each + + predictions <- Master %>% + right_join(prediction_ids, by = c("id_col")) + + summarised_data <- + map_dfr(.x = list(effects, predictions, Master) %>% + purrr::set_names("effects", "predictions", "all"), + .f = summarise_conclusions_data, + .id = "subset") %>% + pivot_wider(names_from = Conclusion, + values_from = n, + values_fill = 0) + + return(summarised_data) + +} + + +summarise_conclusions_data <- function(data){ + data %>% + ungroup %>% + filter(split_id == "1", analysis_id == "1" ) %>% #TODO how to generalise to data without split_id + group_by(dataset, Conclusion) %>% + count() +} From 7dc9bd10323e7b44a7550135bfe34e27afd3902d Mon Sep 17 00:00:00 2001 From: Elliot Gould Date: Tue, 14 Nov 2023 12:29:25 +1100 Subject: [PATCH 06/31] #24 correct roxygen param entries for summarise_analysis_types() --- R/summarise_analysis_types.R | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/R/summarise_analysis_types.R b/R/summarise_analysis_types.R index 9cdac15..e2bd69f 100644 --- a/R/summarise_analysis_types.R +++ b/R/summarise_analysis_types.R @@ -2,7 +2,9 @@ #' @description #' Generates a summary of the number of analysis teams, total analyses, models with normal error distributions, mixed effects modls, and models developed using Bayesian statistical methods for a given analysis type. #' -#' @param data +#' @param ManyEcoEvo_results A tibble of `ManyEcoEvo_results` +#' @param ManyEcoEvo_yi_results A tibble of `ManyEcoEvo_yi_results` +#' @param ManyEcoEvo A tibble of `ManyEcoEvo` #' #' @return A summarised tibble with the variables `subset`, `dataset`, `num_teams`, `total_analyses`, `sum_linear`, `sum_mixed`, `sum_Bayesian`. #' @export From 50ace029a6b80078bcfc4612ba6f1ae1625453b4 Mon Sep 17 00:00:00 2001 From: Elliot Gould Date: Tue, 14 Nov 2023 12:30:05 +1100 Subject: [PATCH 07/31] #24 Add roxygen skeleton for summarise_conclusions*() and ensure ungroup at end. --- R/summarise_conclusions.R | 50 ++++++++++++++++++++++++++++++++++++--- 1 file changed, 47 insertions(+), 3 deletions(-) diff --git a/R/summarise_conclusions.R b/R/summarise_conclusions.R index 16beb2f..460da48 100644 --- a/R/summarise_conclusions.R +++ b/R/summarise_conclusions.R @@ -1,4 +1,32 @@ -summarise_conclusions <- function(variables) { +#' Summarise counts of qualitative conclusions across all datasets +#' +#' @param ManyEcoEvo_results A tibble of `ManyEcoEvo_results` +#' @param ManyEcoEvo_yi_results A tibble of `ManyEcoEvo_yi_results` +#' @param ManyEcoEvo A tibble of `ManyEcoEvo` +#' +#' @return A dataframe with count values for each unique `Conclusion` in columns for each `subset` ("effects", "predictions", "all"), for each `dataset`. +#' @export +#' @importFrom dplyr filter +#' @importFrom dplyr select +#' @importFrom dplyr group_by +#' @importFrom dplyr rename +#' @importFrom purrr map +#' @importFrom broom tidy +#' @importFrom tidyr unnest +#' @importFrom magrittr "%>%" +#' @importFrom dplyr distinct +#' @importFrom dplyr mutate +#' @import metafor +#' @importFrom dplyr across +#' @importFrom dplyr left_join +#' @importFrom dplyr right_join +#' @importFrom dplyr full_join +#' @importFrom purrr map_dfr +#' @importFrom dplyr pivot_wider +#' +#' @examples +#' summarise_conclusions(ManyEcoEvo_results,ManyEcoEvo_yi_results,ManyEcoEvo) +summarise_conclusions <- function(ManyEcoEvo_results, ManyEcoEvo_yi_results, ManyEcoEvo) { effect_ids <- ManyEcoEvo_results %>% filter(exclusion_set == "complete", publishable_subset == "All") %>% @@ -62,17 +90,33 @@ summarise_conclusions <- function(variables) { .id = "subset") %>% pivot_wider(names_from = Conclusion, values_from = n, - values_fill = 0) + values_fill = 0) %>% + ungroup() return(summarised_data) } +#' Count qualitative conclusions across all analyses for each dataset +#' +#' @param data A dataframe containing the columns `split_id`, `analysis_id`, `dataset`, `Conclusion` +#' +#' @return A dataframe with counts `n` for each unique value of `Conclusion` for each `dataset` +#' @export +#' @importFrom dplyr filter +#' @importFrom dplyr group_by +#' @importFrom dplyr count +#' @importFrom magrittr "%>%" +#' @examples +#' ManyEcoEvo$data[[1]] %>% +#' filter(Conclusion != "CHECK") %>% +#' summarise_conclusions_data() summarise_conclusions_data <- function(data){ data %>% ungroup %>% filter(split_id == "1", analysis_id == "1" ) %>% #TODO how to generalise to data without split_id group_by(dataset, Conclusion) %>% - count() + count() %>% + ungroup() } From 1164dc31a1e6a56297e60e88a24db4baa69b6239 Mon Sep 17 00:00:00 2001 From: Elliot Gould Date: Tue, 14 Nov 2023 12:30:29 +1100 Subject: [PATCH 08/31] #24 devtoools::document() --- NAMESPACE | 3 +++ man/summarise_analysis_types.Rd | 6 +++++- man/summarise_conclusions.Rd | 24 ++++++++++++++++++++++++ man/summarise_conclusions_data.Rd | 22 ++++++++++++++++++++++ 4 files changed, 54 insertions(+), 1 deletion(-) create mode 100644 man/summarise_conclusions.Rd create mode 100644 man/summarise_conclusions_data.Rd diff --git a/NAMESPACE b/NAMESPACE index 636ba95..80a5868 100644 --- a/NAMESPACE +++ b/NAMESPACE @@ -75,6 +75,8 @@ export(standardise_response) export(subset_fns_Zr) export(subset_fns_yi) export(summarise_analysis_types) +export(summarise_conclusions) +export(summarise_conclusions_data) export(summarise_model_composition) export(summarise_model_composition_data) export(validate_predictions) @@ -92,6 +94,7 @@ importFrom(dplyr,group_by) importFrom(dplyr,group_split) importFrom(dplyr,left_join) importFrom(dplyr,mutate) +importFrom(dplyr,pivot_wider) importFrom(dplyr,rename) importFrom(dplyr,right_join) importFrom(dplyr,select) diff --git a/man/summarise_analysis_types.Rd b/man/summarise_analysis_types.Rd index 0bd68a4..2820cc7 100644 --- a/man/summarise_analysis_types.Rd +++ b/man/summarise_analysis_types.Rd @@ -7,7 +7,11 @@ summarise_analysis_types(ManyEcoEvo_results, ManyEcoEvo_yi_results, ManyEcoEvo) } \arguments{ -\item{data}{} +\item{ManyEcoEvo_results}{A tibble of \code{ManyEcoEvo_results}} + +\item{ManyEcoEvo_yi_results}{A tibble of \code{ManyEcoEvo_yi_results}} + +\item{ManyEcoEvo}{A tibble of \code{ManyEcoEvo}} } \value{ A summarised tibble with the variables \code{subset}, \code{dataset}, \code{num_teams}, \code{total_analyses}, \code{sum_linear}, \code{sum_mixed}, \code{sum_Bayesian}. diff --git a/man/summarise_conclusions.Rd b/man/summarise_conclusions.Rd new file mode 100644 index 0000000..27a7ddc --- /dev/null +++ b/man/summarise_conclusions.Rd @@ -0,0 +1,24 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/summarise_conclusions.R +\name{summarise_conclusions} +\alias{summarise_conclusions} +\title{Summarise counts of qualitative conclusions across all datasets} +\usage{ +summarise_conclusions(ManyEcoEvo_results, ManyEcoEvo_yi_results, ManyEcoEvo) +} +\arguments{ +\item{ManyEcoEvo_results}{A tibble of \code{ManyEcoEvo_results}} + +\item{ManyEcoEvo_yi_results}{A tibble of \code{ManyEcoEvo_yi_results}} + +\item{ManyEcoEvo}{A tibble of \code{ManyEcoEvo}} +} +\value{ +A dataframe with count values for each unique \code{Conclusion} in columns for each \code{subset} ("effects", "predictions", "all"), for each \code{dataset}. +} +\description{ +Summarise counts of qualitative conclusions across all datasets +} +\examples{ +summarise_conclusions(ManyEcoEvo_results,ManyEcoEvo_yi_results,ManyEcoEvo) +} diff --git a/man/summarise_conclusions_data.Rd b/man/summarise_conclusions_data.Rd new file mode 100644 index 0000000..b14c317 --- /dev/null +++ b/man/summarise_conclusions_data.Rd @@ -0,0 +1,22 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/summarise_conclusions.R +\name{summarise_conclusions_data} +\alias{summarise_conclusions_data} +\title{Count qualitative conclusions across all analyses for each dataset} +\usage{ +summarise_conclusions_data(data) +} +\arguments{ +\item{data}{A dataframe containing the columns \code{split_id}, \code{analysis_id}, \code{dataset}, \code{Conclusion}} +} +\value{ +A dataframe with counts \code{n} for each unique value of \code{Conclusion} for each \code{dataset} +} +\description{ +Count qualitative conclusions across all analyses for each dataset +} +\examples{ +ManyEcoEvo$data[[1]] \%>\% +filter(Conclusion != "CHECK") \%>\% +summarise_conclusions_data() +} From 3a4f91c2dbd986c1854c0bc630d626ca61e281d6 Mon Sep 17 00:00:00 2001 From: Elliot Gould Date: Tue, 14 Nov 2023 12:53:01 +1100 Subject: [PATCH 09/31] Create logo.png from ManyEcoEvoHex.png to build favicons with pkgdown --- man/figures/logo.png | Bin 0 -> 486548 bytes 1 file 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