From 5157547ed2eb7b8717a5207613ebb21e6c45ab02 Mon Sep 17 00:00:00 2001 From: Liang Zhang Date: Thu, 10 Oct 2024 01:18:02 +0800 Subject: [PATCH] Unify all p values as multiple comparsion corrected ones --- _freeze/index/execute-results/html.json | 4 +- _freeze/index/figure-html/isps-and-smc-1.png | Bin 41396 -> 43050 bytes _freeze/index/figure-html/sync-and-mem-1.png | Bin 102020 -> 106228 bytes .../index/figure-html/unnamed-chunk-4-1.png | Bin 118380 -> 123733 bytes .../index/figure-html/unnamed-chunk-8-1.png | Bin 91049 -> 150926 bytes index.qmd | 158 +++++++++++------- 6 files changed, 103 insertions(+), 59 deletions(-) diff --git a/_freeze/index/execute-results/html.json b/_freeze/index/execute-results/html.json index 63d51d8..23ee23c 100644 --- a/_freeze/index/execute-results/html.json +++ b/_freeze/index/execute-results/html.json @@ -1,8 +1,8 @@ { - "hash": "981cfddf2f71e8b462972a60ae36dfef", + "hash": "e540c4f3623fc6030b0e1bc4b656a0fa", "result": { "engine": "knitr", - "markdown": "---\ntitle: Representation Analysis\nauthor:\n - name: Liang Zhang\n - name: Jintao Sheng\nformat:\n html:\n code-fold: true\n toc: true\nexecute:\n warning: false\neditor_options:\n chunk_output_type: console\n---\n\n::: {.cell}\n\n```{.r .cell-code}\nlibrary(tidyverse)\nlibrary(patchwork)\n```\n:::\n\n::: {.cell}\n\n```{.r .cell-code}\ncolors_components <- c(\"#16607a\", \"#0b9d86\", \"#cc734d\")\nsize_label <- 5\n\nindex_time <- function(time_id, onset = 51, sampling_rate = 256) {\n (time_id - onset) / sampling_rate * 1000\n}\n\nfit_curve <- function(x, y) {\n nls(\n y ~ eta1 * (1 - exp(theta - eta2 * x)),\n start = list(eta1 = 1, eta2 = 0.01, theta = 0)\n )\n}\n\nformat_cor_md <- function(r, p, p_name = \"*p*\", sep = \", \") {\n paste0(\n sprintf(\"*r* = %s\", signif(r, 2)),\n sep,\n p_name,\n if_else(\n p <= 0.001,\n \" < 0.001\",\n sprintf(\"= %.3f\", p)\n )\n )\n}\n\nvisualize_scatter <- function(data, mem_perf, lab_stat, col_stat,\n show_legend = FALSE) {\n data |>\n left_join(mem_perf, by = \"subj_id\") |>\n ggplot(aes(.data[[col_stat]], dprime)) +\n geom_point(aes(color = factor(cca_id)), show.legend = show_legend) +\n geom_smooth(\n aes(color = factor(cca_id)),\n method = \"lm\",\n formula = y ~ x,\n show.legend = show_legend\n ) +\n ggpmisc::stat_correlation(\n ggpmisc::use_label(c(\"R\", \"p.value\")),\n small.r = TRUE,\n small.p = TRUE\n ) +\n facet_grid(cols = vars(cca_id), scales = \"free\") +\n scale_x_continuous(name = lab_stat) +\n scale_y_continuous(name = \"d'\") +\n scale_color_components() +\n theme(axis.line = element_line(linewidth = 1), strip.text = element_blank())\n}\n\nvisualize_mantel <- function(patterns_x, patterns_y, stats, name_x, name_y,\n show_legend = FALSE) {\n patterns_flat <- patterns_x |>\n mutate(\n pattern = map(\n pick(last_col())[[1]],\n \\(pat) tibble(\n \"{name_x}\" := unclass(pat),\n \"{name_y}\" := unclass(patterns_y)\n )\n ),\n .keep = \"unused\"\n ) |>\n unnest(pattern)\n patterns_flat |>\n ggplot(aes(.data[[name_x]], .data[[name_y]])) +\n geom_hex(\n aes(fill = factor(cca_id), alpha = after_stat(count)),\n show.legend = FALSE\n ) +\n geom_smooth(\n aes(color = factor(cca_id)),\n method = \"lm\",\n formula = y ~ x,\n show.legend = show_legend\n ) +\n ggtext::geom_richtext(\n aes(x = min(patterns_flat[[name_x]]), y = Inf, label = label),\n stats |>\n mutate(\n label = format_cor_md(\n statistic, p.value,\n \"*p*Mantel\"\n )\n ),\n fill = NA, label.color = NA, # remove background and outline\n label.padding = grid::unit(rep(0, 4), \"pt\"), # remove padding\n hjust = 0, vjust = 1, # bottom-left corner\n inherit.aes = FALSE\n ) +\n facet_grid(cols = vars(cca_id), scales = \"free\") +\n scale_x_continuous(name = name_x) +\n scale_y_continuous(name = name_y) +\n scale_color_components(aesthetics = c(\"color\", \"fill\")) +\n theme(\n strip.text = element_blank(),\n axis.line = element_line(linewidth = 1)\n )\n}\n\nvisualize_mantel_dist <- function(data, stats, label, show_legend = FALSE) {\n data |> \n mutate(\n cca_id = factor(cca_id),\n null = map(mantel, \"perm\"),\n .keep = \"unused\"\n ) |> \n unchop(null) |> \n ggplot(aes(null)) +\n geom_histogram(aes(fill = cca_id), show.legend = show_legend) +\n geomtextpath::geom_textvline(\n aes(xintercept = statistic, label = label),\n stats |> \n rstatix::add_significance(\n \"p.value\",\n cutpoints = c(0, 0.001, 0.01, 0.05, 1),\n symbols = c(\"***\", \"**\", \"*\", \"\")\n ) |> \n mutate(\n cca_id = factor(cca_id),\n label = str_glue(\n \"italic(r)[Obs] == {signif(statistic, 2)}*'{p.value.signif}'\"\n )\n ),\n parse = TRUE,\n vjust = -0.1\n ) +\n facet_grid(cols = vars(cca_id)) +\n scale_x_continuous(name = label) +\n scale_y_continuous(name = \"Count\", expand = expansion(mult = c(0, 0.05))) +\n scale_color_components(aesthetics = \"fill\") +\n theme(\n axis.line = element_line(linewidth = 1),\n strip.text = element_blank(),\n strip.background = element_blank()\n )\n}\n\nvisualize_dynamic <- function(stats, \n clusters_stats = NULL, \n col_stat = \"estimate\",\n lab_stat = \"Estimate\",\n col_cis = c(\"conf.low\", \"conf.high\"),\n limits = NULL,\n show_legend = FALSE) {\n if (!is.null(clusters_stats)) {\n clusters_stats <- clusters_stats |>\n mutate(cca_id = factor(cca_id)) |>\n rstatix::adjust_pvalue(\"p_perm\") |>\n rstatix::add_significance(\n \"p_perm.adj\",\n cutpoints = c(0, 0.001, 0.01, 0.05, 1),\n symbols = c(\"***\", \"**\", \"*\", \"\")\n ) |>\n filter(p_perm < 0.05)\n }\n show_cis <- !is.null(col_cis) && all(has_name(stats, col_cis))\n limits_rect <- if (show_cis) {\n range(c(stats[[col_cis[1]]], stats[[col_cis[2]]]))\n } else {\n range(stats[[col_stat]])\n }\n stats |>\n mutate(\n cca_id = factor(cca_id),\n time = index_time(time_id)\n ) |>\n ggplot(aes(time, .data[[col_stat]])) +\n geom_line(\n aes(color = cca_id),\n linewidth = 1,\n show.legend = show_legend\n ) +\n # TODO: Convert these as functions\n {\n if (show_cis) {\n geom_ribbon(\n aes(\n fill = cca_id,\n ymin = .data[[col_cis[1]]],\n ymax = .data[[col_cis[2]]]\n ),\n alpha = 0.2,\n show.legend = show_legend\n )\n }\n } + \n {\n if (!is.null(clusters_stats)) {\n list(\n geom_rect(\n data = clusters_stats,\n mapping = aes(\n xmin = index_time(start),\n xmax = index_time(end),\n ymin = limits_rect[1],\n ymax = limits_rect[2]\n ),\n inherit.aes = FALSE,\n alpha = 0.1\n ),\n geom_text(\n data = clusters_stats,\n mapping = aes(\n x = index_time((start + end) / 2),\n y = limits_rect[2],\n label = p_perm.adj.signif\n ),\n size = size_label,\n inherit.aes = FALSE\n )\n )\n }\n } +\n facet_grid(cols = vars(cca_id)) +\n geom_hline(yintercept = 0, linetype = \"dotted\", color = \"grey\") +\n geom_vline(xintercept = 0, linetype = \"dotted\", color = \"grey\") +\n scale_x_continuous(name = \"Encoding Time (ms)\") +\n scale_y_continuous(name = lab_stat, limits = limits) +\n scale_color_components(aesthetics = c(\"color\", \"fill\")) +\n theme(\n strip.text = element_blank(),\n strip.background = element_blank(),\n axis.line = element_line(linewidth = 1)\n )\n}\n\nscale_color_components <- function(...) {\n scale_color_manual(\n name = \"CCA Comp.\",\n values = colors_components,\n labels = \\(x) paste0(\"C\", x),\n ...\n )\n}\ntheme_set(ggpubr::theme_pubr(base_family = \"Gill Sans MT\", base_size = 12))\n```\n:::\n\n\n\n\n# Group averaged representation\n\nThis is supplementary figure showing the stability.\n\n\n\n\n::: {.cell}\n\n```{.r .cell-code}\ntargets::tar_load(patterns_group_stability)\nsize_subjs <- seq(20, 200, by = 20)\npredictions <- patterns_group_stability |>\n reframe(\n fit_curve(size, r) |>\n predict(newdata = data.frame(x = size_subjs)) |>\n as_tibble_col(\"r\") |>\n add_column(size = size_subjs, .before = 1L),\n .by = cca_id\n )\np_stability <- patterns_group_stability |>\n ggplot(aes(size, r, color = factor(cca_id))) +\n ggdist::stat_dotsinterval() +\n geom_point(aes(size, r), predictions, size = 1) +\n geom_line(aes(size, r), predictions, linetype = \"longdash\") +\n scale_x_continuous(name = \"# Participants\", breaks = scales::breaks_width(40)) +\n scale_y_continuous(name = \"Group Representation Stability\") +\n scale_color_components() +\n facet_grid(cols = vars(cca_id), scales = \"free\") +\n theme(axis.line = element_line(linewidth = 1), strip.text = element_blank())\n\np_trend_gss <- targets::tar_read(data_gss_whole_resampled) |>\n ggplot(aes(size, gss, color = factor(cca_id))) +\n ggdist::stat_dotsinterval() +\n scale_x_continuous(name = \"# Participants\", breaks = scales::breaks_width(40)) +\n scale_y_continuous(name = expression(italic(r)[neu - sem])) +\n scale_color_components() +\n facet_grid(cols = vars(cca_id), scales = \"free\") +\n theme(axis.line = element_line(linewidth = 1), strip.text = element_blank())\n```\n:::\n\n\n\n\nThis is Figure 2 now.\n\n\n\n\n::: {.cell .column-page}\n\n```{.r .cell-code}\n# IGS predicts memory ----\ntargets::tar_load(c(data_igs_whole, mem_perf))\np_igs_mem <- visualize_scatter(\n targets::tar_read(data_igs_whole),\n targets::tar_read(mem_perf),\n lab_stat = \"IGS\",\n col_stat = \"igs\",\n show_legend = TRUE\n)\n\np_igs_mem_dynamic <- visualize_dynamic(\n targets::tar_read(stats_igs_mem_dynamic),\n targets::tar_read(clusters_stats_igs_mem_dynamic),\n lab_stat = expression(italic(r)[IGS - \"d'\"])\n)\n\n# semantics related to group pattern (not shape) ----\np_gss_whole <- visualize_mantel(\n targets::tar_read(patterns_group_whole),\n targets::tar_read(pattern_semantics),\n targets::tar_read(stats_gss_whole),\n \"Group Averaged Neural Representation\",\n \"Semantic Resprentation\"\n)\n\np_gss_dynamic <- visualize_dynamic(\n targets::tar_read(stats_gss_dynamic),\n targets::tar_read(clusters_stats_gss_dynamic),\n col_stat = \"statistic\",\n lab_stat = \"GSS\"\n)\n\n(p_igs_mem | p_igs_mem_dynamic) /\n (p_gss_whole | p_gss_dynamic) +\n plot_layout(guides = \"collect\") &\n # plot_annotation(tag_levels = \"A\") &\n theme(legend.position = \"bottom\")\n```\n\n::: {.cell-output-display}\n![](index_files/figure-html/unnamed-chunk-4-1.png){width=1152}\n:::\n\n```{.r .cell-code}\nggsave(\"figures/igs_memory_gss_semantics.png\", width = 12, height = 5, dpi = 600)\n```\n:::\n\n::: {.cell}\n\n```{.r .cell-code}\np_group_shapes <- visualize_mantel(\n targets::tar_read(patterns_group_whole),\n targets::tar_read(pattern_shapes),\n targets::tar_read(stats_gcs_whole),\n \"Group Averaged Neural Representation\",\n \"Shape Similarity\"\n)\n```\n:::\n\n\n\n\n# Semantic representation\n\nSemantic information is important but non-semantic information is also important.\n\nThis will be Figure 3.\n\n\n\n\n::: {.cell}\n\n```{.r .cell-code}\nstats_iss_whole <- targets::tar_read(stats_iss_whole) |>\n rstatix::adjust_pvalue() |>\n rstatix::add_significance(\n cutpoints = c(0, 0.001, 0.01, 0.05, 1),\n symbols = c(\"***\", \"**\", \"*\", \"\")\n ) |>\n add_column(y = 0.13, .after = 1L)\niss_comparison <- targets::tar_read(iss_comparison) |>\n filter(adj.p.value < 0.05) |>\n mutate(\n across(c(start, end), \\(x) factor(x, levels = 1:3)),\n y_position = 0.14 * (1 + 0.12 * seq_len(n()))\n ) |>\n rstatix::add_significance(\n \"adj.p.value\",\n cutpoints = c(0, 0.001, 0.01, 0.05, 1),\n symbols = c(\"***\", \"**\", \"*\", \"\")\n )\n\np_iss_dist <- targets::tar_read(data_iss_whole) |>\n mutate(cca_id = factor(cca_id)) |>\n ggplot(aes(cca_id, iss)) +\n ggdist::stat_dotsinterval(\n aes(slab_color = cca_id, slab_fill = cca_id),\n slab_alpha = 0.4,\n side = \"both\"\n ) +\n geom_text(\n aes(cca_id, y, label = p.value.adj.signif),\n stats_iss_whole,\n size = size_label,\n vjust = 0,\n inherit.aes = FALSE\n ) +\n ggsignif::geom_signif(\n aes(\n xmin = start, xmax = end,\n annotations = adj.p.value.signif,\n y_position = y_position\n ),\n iss_comparison,\n size = 0.8,\n textsize = size_label,\n vjust = 0.5,\n inherit.aes = FALSE,\n manual = TRUE\n ) +\n scale_x_discrete(name = NULL, labels = \\(x) paste0(\"C\", x)) +\n scale_y_continuous(name = \"ISS\") +\n scale_color_components(\n aesthetics = c(\"slab_color\", \"slab_fill\"),\n guide = \"none\"\n ) +\n theme(axis.line = element_line(linewidth = 1))\n\np_iss_dynamic <- visualize_dynamic(\n targets::tar_read(stats_iss_dynamic),\n targets::tar_read(clusters_stats_iss_dynamic),\n col_stat = \"estimate\",\n lab_stat = \"ISS\",\n show_legend = TRUE\n)\n\np_iss_mem_scatter <- visualize_scatter(\n targets::tar_read(data_iss_whole),\n targets::tar_read(mem_perf),\n lab_stat = \"ISS\",\n col_stat = \"iss\"\n)\n\np_iss_mem_dynamic <- visualize_dynamic(\n targets::tar_read(stats_iss_mem_dynamic),\n targets::tar_read(clusters_stats_iss_mem_dynamic),\n col_stat = \"estimate\",\n lab_stat = expression(italic(r)[ISS - \"d'\"])\n)\n\n# (p_iss_dist | p_iss_dynamic) / (p_iss_mem_scatter | p_iss_mem_dynamic) +\n# plot_layout(guides = \"collect\") &\n# theme(legend.position = \"bottom\")\n# ggsave(\"figures/iss_memory.png\", width = 12, height = 5, dpi = 600)\n```\n:::\n\n::: {.cell}\n\n```{.r .cell-code}\ntargets::tar_load(igs_comp_partial)\nmult <- 1\nstats <- igs_comp_partial$stats |>\n mutate(\n ymax = estimate + mult * std.error,\n ymin = estimate - mult * std.error\n )\nhtests <- igs_comp_partial$htest |>\n separate_wider_delim(\n contrast,\n \" - \",\n names = c(\"start\", \"end\")\n ) |>\n rstatix::add_significance(\n \"p.value\",\n cutpoints = c(0, 0.001, 0.01, 0.05, 1),\n symbols = c(\"***\", \"**\", \"*\", \"\")\n ) |>\n mutate(y_position = max(stats$ymax)) |>\n filter(p.value < 0.05)\np_compare_igs_partial <- stats |>\n ggplot(aes(type, estimate, ymax = ymax, ymin = ymin, color = cca_id)) +\n geom_point(size = size_label) +\n geom_errorbar(width = 0.1, linewidth = 1) +\n geom_line(aes(group = cca_id), linewidth = 1) +\n ggsignif::geom_signif(\n aes(\n xmin = start, xmax = end,\n annotations = p.value.signif,\n y_position = y_position\n ),\n htests,\n size = 0.8,\n textsize = size_label,\n vjust = 0.5,\n inherit.aes = FALSE,\n manual = TRUE\n ) +\n facet_grid(cols = vars(cca_id), scales = \"free\") +\n scale_x_discrete(name = NULL, labels = c(\"IGS\", \"IGS|S\")) +\n scale_y_continuous(name = expression(italic(r))) +\n scale_color_components(guide = \"none\") +\n theme(\n strip.text = element_blank(),\n strip.background = element_blank(),\n axis.line = element_line(linewidth = 1)\n )\n\np_igs_partial_scatter <- visualize_scatter(\n targets::tar_read(data_igs_partial_whole),\n targets::tar_read(mem_perf),\n lab_stat = \"IGS|S\",\n col_stat = \"igs\"\n)\n\ntargets::tar_load(c(lm_mem_igs_partial, lm_mem_iss_igs_partial))\npreds <- bind_rows(\n `IGS|S` = lm_mem_igs_partial$pred,\n `ISS + IGS|S` = lm_mem_iss_igs_partial$pred,\n .id = \"model\"\n) |>\n mutate(model = factor(model, c(\"ISS + IGS|S\", \"IGS|S\")))\nmodel_eval <- tibble(\n x = min(preds$obs),\n y = max(preds$pred) * (1 + c(0.1, 0.02)),\n model = factor(c(\"ISS + IGS|S\", \"IGS|S\")),\n r_squared = c(\n caret::getTrainPerf(lm_mem_iss_igs_partial)$TrainRsquared,\n caret::getTrainPerf(lm_mem_igs_partial)$TrainRsquared\n ) |>\n signif(2)\n)\np_compare_predictions <- preds |>\n ggplot(aes(obs, pred, color = model)) +\n geom_point(shape = 16) +\n geom_smooth(method = \"lm\") +\n ggtext::geom_richtext(\n aes(\n x, y,\n color = model,\n label = paste0(\n \"*R*2\",\n model, \" = \",\n r_squared\n )\n ),\n model_eval,\n size = 3,\n fill = NA, label.color = NA, # remove background and outline\n label.padding = grid::unit(rep(0, 4), \"pt\"), # remove padding\n hjust = 0, vjust = 0.5, # bottom-left corner\n inherit.aes = FALSE,\n show.legend = FALSE\n ) +\n # facet_grid(cols = vars(model)) +\n scale_x_continuous(name = \"Observed\") +\n scale_y_continuous(name = \"Predicted\") +\n scale_color_grey(start = 0.1, end = 0.6, name = \"Model\", guide = \"none\") +\n theme(strip.background = element_blank(), axis.line = element_line(linewidth = 1))\n```\n:::\n\n::: {.cell .column-page}\n\n```{.r .cell-code}\nlayout <- \"\nAAABBB\nCCCDDD\nEEFFFG\n\"\n\np_iss_dist + p_iss_dynamic + p_iss_mem_scatter + p_iss_mem_dynamic +\n p_compare_igs_partial + p_igs_partial_scatter + p_compare_predictions +\n plot_layout(design = layout, guides = \"collect\") +\n plot_annotation(tag_levels = \"A\") &\n theme(legend.position = \"bottom\")\n```\n\n::: {.cell-output-display}\n![](index_files/figure-html/unnamed-chunk-8-1.png){width=1152}\n:::\n\n```{.r .cell-code}\nggsave(\"figures/semantics_memory.png\", width = 12, height = 8, dpi = 600)\n```\n:::\n\n\n\n\n# Predicting Shared Memory Content (SMC)\n\n## Inter-Subject Pattern Similarity (ISPS)\n\n\n\n\n::: {.cell .column-page}\n\n```{.r .cell-code}\np_isps_dist <- targets::tar_read(data_isps_whole) |>\n mutate(cca_id = factor(cca_id)) |>\n unnest(isps) |>\n ggplot(aes(cca_id, isps)) +\n ggdist::stat_slabinterval(\n aes(slab_color = cca_id, slab_fill = cca_id),\n slab_alpha = 0.4,\n side = \"both\"\n ) +\n scale_x_discrete(name = NULL, labels = \\(x) paste0(\"C\", x)) +\n scale_y_continuous(name = \"ISPS\") +\n scale_color_components(\n aesthetics = c(\"slab_color\", \"slab_fill\"),\n guide = \"none\"\n ) +\n theme(axis.line = element_line(linewidth = 1))\n\np_isps_dynamic <- visualize_dynamic(\n targets::tar_read(stats_isps_dynamic) |> \n mutate(\n ymax = isps_mean + isps_se,\n ymin = isps_mean - isps_se\n ),\n col_stat = \"isps_mean\",\n lab_stat = \"ISPS\",\n col_cis = c(\"ymin\", \"ymax\")\n)\n\n# the cluster based permutation test is not useful (maybe we need TFCE)\n# p_isps_clusters <- visualize_dynamic(\n# targets::tar_read(stats_isps_dynamic) |> \n# mutate(\n# ymax = isps_mean + isps_se,\n# ymin = isps_mean - isps_se\n# ),\n# targets::tar_read(clusters_stats_isps_dynamic),\n# col_stat = \"isps_mean\",\n# lab_stat = \"ISPS\",\n# col_cis = c(\"ymin\", \"ymax\")\n# )\n\np_isps_smc <- visualize_mantel_dist(\n targets::tar_read(data_isps_smc_whole),\n targets::tar_read(stats_isps_smc_whole),\n expression(italic(r)[ISPS - SMC]),\n show_legend = TRUE\n)\n\np_isps_smc_dynamic <- visualize_dynamic(\n targets::tar_read(stats_isps_smc_dynamic),\n targets::tar_read(clusters_stats_isps_smc_dynamic),\n col_stat = \"statistic\",\n lab_stat = expression(italic(r)[ISPS - SMC])\n)\n\np_isps_dist + p_isps_dynamic + p_isps_smc + p_isps_smc_dynamic +\n plot_layout(guides = \"collect\") &\n theme(legend.position = \"bottom\")\n```\n\n::: {.cell-output-display}\n![](index_files/figure-html/isps-and-smc-1.png){width=1152}\n:::\n\n```{.r .cell-code}\nggsave(\"figures/isps_smc.png\", width = 12, height = 5, dpi = 600)\n```\n:::\n\n\n\n\n## Neural Synchronization\n\n\n\n\n::: {.cell .column-page}\n\n```{.r .cell-code}\ntargets::tar_load(sync_inter_intra)\nsummary_sync <- sync_inter_intra |>\n summarise(\n broom::tidy(t.test(sync)),\n .by = c(cca_id, type)\n ) |>\n rstatix::adjust_pvalue() |>\n rstatix::add_significance(\n cutpoints = c(0, 0.001, 0.01, 0.05, 1),\n symbols = c(\"***\", \"**\", \"*\", \"\")\n )\ncompare_sync_p <- sync_inter_intra |>\n pivot_wider(\n id_cols = c(subj_id, cca_id),\n names_from = type,\n values_from = sync\n ) |>\n summarise(\n broom::tidy(t.test(intra, inter_ahead, paired = TRUE)),\n .by = cca_id\n ) |>\n rstatix::adjust_pvalue() |>\n rstatix::add_significance(\n cutpoints = c(0, 0.001, 0.01, 0.05, 1),\n symbols = c(\"***\", \"**\", \"*\", \"\")\n ) |>\n mutate(\n start = \"intra\", end = \"inter_ahead\",\n y_position = max(summary_sync$conf.high) * 1.1\n )\np_sync_compare <- summary_sync |>\n ggplot(aes(type, estimate)) +\n geom_col(\n aes(color = cca_id, fill = cca_id, alpha = type),\n width = 0.75\n ) +\n geom_errorbar(aes(ymin = conf.low, ymax = conf.high), width = 0.1) +\n geom_text(\n aes(y = conf.high, label = p.value.adj.signif),\n vjust = 0,\n size = size_label\n ) +\n ggsignif::geom_signif(\n data = compare_sync_p,\n aes(\n xmin = start,\n xmax = end,\n annotations = p.value.adj.signif,\n y_position = y_position\n ),\n textsize = size_label,\n inherit.aes = FALSE,\n manual = TRUE\n ) +\n facet_grid(cols = vars(cca_id)) +\n scale_x_discrete(name = NULL, labels = c(\"Intra\", \"Inter\")) +\n scale_y_continuous(\n name = \"Neural Sync\",\n expand = expansion(c(0, 0.1))\n ) +\n scale_color_components(aesthetics = c(\"fill\", \"color\")) +\n scale_alpha_manual(\n name = NULL,\n values = c(1, 0),\n guide = \"none\"\n ) +\n theme(\n strip.text = element_blank(),\n axis.line = element_line(linewidth = 1)\n )\n\np_pred_mem <- sync_inter_intra |>\n left_join(targets::tar_read(mem_perf), by = \"subj_id\") |>\n mutate(cca_id = factor(cca_id)) |> \n ggplot(aes(x = sync, y = dprime, alpha = type)) +\n geom_point(aes(color = factor(cca_id), shape = type)) +\n geom_line(\n aes(color = factor(cca_id)),\n stat = \"smooth\",\n method = \"lm\",\n formula = y ~ x\n # linewidth = 2,\n # fullrange = TRUE\n ) +\n ggpubr::stat_cor(\n aes(label = paste(after_stat(r.label), after_stat(p.label), sep = \"~`,`~\")),\n cor.coef.name = \"r\"\n ) +\n facet_grid(cols = vars(cca_id)) +\n scale_x_continuous(name = \"Neural Sync\") +\n scale_y_continuous(name = \"Memory (d')\") +\n scale_alpha_manual(\n name = NULL,\n values = c(1, 0.5),\n guide = \"none\"\n ) +\n scale_shape_manual(\n name = NULL,\n values = c(16, 1),\n labels = c(\"Intra\", \"Inter\")\n # guide = \"none\"\n ) +\n scale_color_manual(values = colors_components, guide = \"none\") +\n theme(\n strip.text = element_blank(),\n axis.line = element_line(linewidth = 1)\n )\n\np_sync_smc <- visualize_mantel_dist(\n targets::tar_read(sync_smc_whole),\n targets::tar_read(stats_sync_smc_whole),\n expression(italic(r)[Sync - SMC])\n)\n\np_sync_smc_dynamic <- visualize_dynamic(\n targets::tar_read(stats_sync_smc_dynamic),\n targets::tar_read(clusters_stats_sync_smc_dynamic),\n col_stat = \"statistic\",\n lab_stat = expression(italic(r)[Sync - SMC])\n)\n\np_sync_compare + p_pred_mem + p_sync_smc + p_sync_smc_dynamic +\n plot_layout(guides = \"collect\") +\n plot_annotation(tag_levels = \"A\") &\n theme(legend.position = \"bottom\")\n```\n\n::: {.cell-output-display}\n![](index_files/figure-html/sync-and-mem-1.png){width=1152}\n:::\n\n```{.r .cell-code}\nggsave(\"figures/sync_results.png\", width = 12, height = 6, dpi = 300)\n```\n:::\n\n::: {.cell}\n\n```{.r .cell-code}\nset.seed(1)\n\n# representational patterns ----\nvis_pat <- function(pat) {\n corrplot::corrplot(\n pat,\n method = \"color\",\n outline = TRUE,\n col = corrplot::COL1(\"Greys\"),\n tl.pos = \"n\",\n cl.pos = \"n\"\n )\n}\nx_indiv <- pracma::squareform(rnorm(15, 0.5, 0.25))\nx_group <- pracma::squareform(rnorm(15, 0.5, 0.25))\nx_sem <- pracma::squareform(rnorm(15, 0.5, 0.25))\ndiag(x_indiv) <- diag(x_group) <- diag(x_sem) <- 1\npng(\"figures/diagrams/indiv_matrix.png\", width = 400, height = 400)\nvis_pat(x_indiv)\ndev.off()\npng(\"figures/diagrams/group_matrix.png\", width = 400, height = 400)\nvis_pat(x_group)\ndev.off()\npng(\"figures/diagrams/sem_matrix.png\", width = 400, height = 400)\nvis_pat(x_sem)\ndev.off()\n\n# word2vec embeddings ----\nembedding <- as_tibble(split(rnorm(14, 0.5, 0.2), rep(1:2, each = 7))) |>\n mutate(id = seq_len(n()), label = \"\")\nembedding[6, 1:2] <- NA\nembedding$label[6] <- \"…\"\n\nembedding |>\n ggplot(aes(id, 1, fill = `1`)) +\n geom_tile() +\n geom_text(aes(label = label), size = 12, vjust = 0.2) +\n scale_fill_gradient(low = \"grey80\", high = \"grey20\", na.value = \"white\", guide = \"none\") +\n coord_fixed() +\n theme_void()\nggplot2::ggsave(\"figures/diagrams/embedding_1.png\", width = 8, height = 2, dpi = 300)\n\nembedding |>\n ggplot(aes(id, 1, fill = `2`)) +\n geom_tile() +\n geom_text(aes(label = label), size = 12, vjust = 0.2) +\n scale_fill_gradient(low = \"grey80\", high = \"grey20\", na.value = \"white\", guide = \"none\") +\n coord_fixed() +\n theme_void()\nggplot2::ggsave(\"figures/diagrams/embedding_2.png\", width = 8, height = 2, dpi = 300)\n\n# neural activity ----\ntargets::tar_load(file_cca_y)\ndata_trials <- arrow::open_dataset(file_cca_y) |>\n filter(subj_id == 1, cca_id == 1, trial_id %in% 1:6) |>\n collect()\ndata_trials |>\n nest(.by = trial_id) |>\n mutate(\n walk2(\n data, trial_id,\n ~ {\n ggplot(.x, aes(time_id, y)) +\n geom_line(linewidth = 3, color = \"grey\") +\n scale_x_continuous(name = \"Time (ms)\") +\n scale_y_continuous(name = \"Neural Activity\") +\n theme_void()\n ggsave(\n paste0(\"figures/diagrams/trial_\", .y, \".png\"),\n width = 8, height = 2, dpi = 300\n )\n }\n )\n )\n\ndata_group <- arrow::open_dataset(file_cca_y) |>\n filter(trial_id %in% 1:2, cca_id == 1) |>\n collect() |>\n summarise(y = mean(y, na.rm = TRUE), .by = c(trial_id, time_id))\ndata_group |>\n nest(.by = trial_id) |>\n mutate(\n walk2(\n data, trial_id,\n ~ {\n ggplot(.x, aes(time_id, y)) +\n geom_line(linewidth = 3, color = \"black\") +\n scale_x_continuous(name = \"Time (ms)\") +\n scale_y_continuous(name = \"Neural Activity\") +\n theme_void()\n ggsave(\n paste0(\"figures/diagrams/group_avg_trial_\", .y, \".png\"),\n width = 8, height = 2, dpi = 300\n )\n }\n )\n )\n```\n:::\n", + "markdown": "---\ntitle: Representation Analysis\nauthor:\n - name: Liang Zhang\n - name: Jintao Sheng\nformat:\n html:\n code-fold: true\n toc: true\nexecute:\n warning: false\neditor_options:\n chunk_output_type: console\n---\n\n::: {.cell}\n\n```{.r .cell-code}\nlibrary(tidyverse)\nlibrary(patchwork)\n```\n:::\n\n::: {.cell}\n\n```{.r .cell-code}\ncolors_components <- c(\"#16607a\", \"#0b9d86\", \"#cc734d\")\nsize_label <- 5\n\nindex_time <- function(time_id, onset = 51, sampling_rate = 256) {\n (time_id - onset) / sampling_rate * 1000\n}\n\nfit_curve <- function(x, y) {\n nls(\n y ~ eta1 * (1 - exp(theta - eta2 * x)),\n start = list(eta1 = 1, eta2 = 0.01, theta = 0)\n )\n}\n\nprepare_corr_plotmath <- function(stats, \n col_r = \"estimate\",\n col_p = \"p.value\",\n name_r = \"italic(r)\",\n name_p = \"italic(p)[Holm]\") {\n stats |>\n rstatix::adjust_pvalue(col_p, \"p_adj\") |> \n rstatix::add_significance(\n \"p_adj\", \"p_adj_sig\",\n cutpoints = c(0, 0.001, 0.01, 0.05, 1),\n symbols = c(\"***\", \"**\", \"*\", \"\")\n ) |> \n mutate(\n label = format_r_plotmath(\n .data[[col_r]], p_adj, \n p.sig = p_adj_sig,\n name_r = name_r,\n name_p = name_p\n )\n )\n}\n\nformat_r_plotmath <- function(r, p, \n p.sig = \"\", \n name_r = \"italic(r)\", \n name_p = \"italic(p)[Holm]\") {\n paste0(\n str_glue(\"{name_r}*' = '*{round(r, 2)}\"),\n if (is.null(name_p)) {\n str_glue(\"^'{p.sig}'\")\n } else {\n paste0(\n \"*', '*\",\n if_else(\n p < 0.001,\n str_glue(\"{name_p} < 0.001^'{p.sig}'\"),\n str_glue(\"{name_p}*' = '*{round(p, 3)}^'{p.sig}'\")\n )\n )\n }\n )\n}\n\nvisualize_scatter <- function(data, mem_perf, lab_stat, col_stat,\n show_legend = FALSE) {\n data_joind <- data |>\n left_join(mem_perf, by = \"subj_id\") |> \n mutate(cca_id = factor(cca_id))\n stats <- data_joind |> \n reframe(\n cor.test(.data[[col_stat]], .data$dprime) |>\n broom::tidy(),\n .by = cca_id\n ) |> \n prepare_corr_plotmath()\n data_joind |> \n ggplot(aes(.data[[col_stat]], dprime)) +\n geom_point(aes(color = cca_id), show.legend = show_legend) +\n geom_smooth(\n aes(color = cca_id),\n method = \"lm\",\n formula = y ~ x,\n show.legend = show_legend\n ) +\n geom_text(\n aes(x = min(data_joind[[col_stat]]), y = Inf, label = label),\n stats, hjust = 0, vjust = 1, parse = TRUE\n ) +\n facet_grid(cols = vars(cca_id), scales = \"free\") +\n scale_x_continuous(name = lab_stat) +\n scale_y_continuous(name = \"d'\") +\n scale_color_components() +\n theme(axis.line = element_line(linewidth = 1), strip.text = element_blank())\n}\n\nvisualize_mantel <- function(patterns_x, patterns_y, stats, name_x, name_y,\n show_legend = FALSE) {\n patterns_flat <- patterns_x |>\n mutate(\n pattern = map(\n pick(last_col())[[1]],\n \\(pat) tibble(\n \"{name_x}\" := unclass(pat),\n \"{name_y}\" := unclass(patterns_y)\n )\n ),\n .keep = \"unused\"\n ) |>\n unnest(pattern)\n patterns_flat |>\n ggplot(aes(.data[[name_x]], .data[[name_y]])) +\n geom_hex(\n aes(fill = factor(cca_id), alpha = after_stat(count)),\n show.legend = FALSE\n ) +\n geom_smooth(\n aes(color = factor(cca_id)),\n method = \"lm\",\n formula = y ~ x,\n show.legend = show_legend\n ) +\n geom_text(\n aes(x = min(patterns_flat[[name_x]]), y = Inf, label = label),\n prepare_corr_plotmath(\n stats, \"statistic\", \n name_p = \"italic(p)[Holm]^{Mantel}\"\n ),\n hjust = 0, vjust = 1, parse = TRUE\n ) +\n facet_grid(cols = vars(cca_id), scales = \"free\") +\n scale_x_continuous(name = name_x) +\n scale_y_continuous(name = name_y) +\n scale_color_components(aesthetics = c(\"color\", \"fill\")) +\n theme(\n strip.text = element_blank(),\n axis.line = element_line(linewidth = 1)\n )\n}\n\nvisualize_mantel_dist <- function(data, stats, label, show_legend = FALSE) {\n data |> \n mutate(\n cca_id = factor(cca_id),\n null = map(mantel, \"perm\"),\n .keep = \"unused\"\n ) |> \n unchop(null) |> \n ggplot(aes(null)) +\n geom_histogram(aes(fill = cca_id), show.legend = show_legend) +\n geomtextpath::geom_textvline(\n aes(xintercept = statistic, label = label),\n stats |> \n mutate(cca_id = factor(cca_id)) |> \n prepare_corr_plotmath(\n \"statistic\", \n name_r = \"italic(r)[Obs]\",\n name_p = NULL\n ),\n parse = TRUE,\n vjust = -0.1\n ) +\n facet_grid(cols = vars(cca_id)) +\n scale_x_continuous(name = label) +\n scale_y_continuous(name = \"Count\", expand = expansion(mult = c(0, 0.05))) +\n scale_color_components(aesthetics = \"fill\") +\n theme(\n axis.line = element_line(linewidth = 1),\n strip.text = element_blank(),\n strip.background = element_blank()\n )\n}\n\nvisualize_dynamic <- function(stats, \n clusters_stats = NULL, \n col_stat = \"estimate\",\n lab_stat = \"Estimate\",\n col_cis = c(\"conf.low\", \"conf.high\"),\n limits = NULL,\n show_legend = FALSE) {\n if (!is.null(clusters_stats)) {\n clusters_stats <- clusters_stats |>\n mutate(cca_id = factor(cca_id)) |>\n rstatix::adjust_pvalue(\"p_perm\") |>\n rstatix::add_significance(\n \"p_perm.adj\",\n cutpoints = c(0, 0.001, 0.01, 0.05, 1),\n symbols = c(\"***\", \"**\", \"*\", \"\")\n ) |>\n filter(p_perm < 0.05)\n }\n show_cis <- !is.null(col_cis) && all(has_name(stats, col_cis))\n limits_rect <- if (show_cis) {\n range(c(stats[[col_cis[1]]], stats[[col_cis[2]]]))\n } else {\n range(stats[[col_stat]])\n }\n stats |>\n mutate(\n cca_id = factor(cca_id),\n time = index_time(time_id)\n ) |>\n ggplot(aes(time, .data[[col_stat]])) +\n geom_line(\n aes(color = cca_id),\n linewidth = 1,\n show.legend = show_legend\n ) +\n # TODO: Convert these as functions\n {\n if (show_cis) {\n geom_ribbon(\n aes(\n fill = cca_id,\n ymin = .data[[col_cis[1]]],\n ymax = .data[[col_cis[2]]]\n ),\n alpha = 0.2,\n show.legend = show_legend\n )\n }\n } + \n {\n if (!is.null(clusters_stats)) {\n list(\n geom_rect(\n data = clusters_stats,\n mapping = aes(\n xmin = index_time(start),\n xmax = index_time(end),\n ymin = limits_rect[1],\n ymax = limits_rect[2]\n ),\n inherit.aes = FALSE,\n alpha = 0.1\n ),\n geom_text(\n data = clusters_stats,\n mapping = aes(\n x = index_time((start + end) / 2),\n y = limits_rect[2],\n label = p_perm.adj.signif\n ),\n size = size_label,\n inherit.aes = FALSE\n )\n )\n }\n } +\n facet_grid(cols = vars(cca_id)) +\n geom_hline(yintercept = 0, linetype = \"dotted\", color = \"grey\") +\n geom_vline(xintercept = 0, linetype = \"dotted\", color = \"grey\") +\n scale_x_continuous(name = \"Encoding Time (ms)\") +\n scale_y_continuous(name = lab_stat, limits = limits) +\n scale_color_components(aesthetics = c(\"color\", \"fill\")) +\n theme(\n strip.text = element_blank(),\n strip.background = element_blank(),\n axis.line = element_line(linewidth = 1)\n )\n}\n\nscale_color_components <- function(...) {\n scale_color_manual(\n name = \"CCA Comp.\",\n values = colors_components,\n labels = \\(x) paste0(\"C\", x),\n ...\n )\n}\ntheme_set(ggpubr::theme_pubr(base_family = \"Gill Sans MT\", base_size = 12))\n```\n:::\n\n\n\n\n# Group averaged representation\n\nThis is supplementary figure showing the stability.\n\n\n\n\n::: {.cell}\n\n```{.r .cell-code}\ntargets::tar_load(patterns_group_stability)\nsize_subjs <- seq(20, 200, by = 20)\npredictions <- patterns_group_stability |>\n reframe(\n fit_curve(size, r) |>\n predict(newdata = data.frame(x = size_subjs)) |>\n as_tibble_col(\"r\") |>\n add_column(size = size_subjs, .before = 1L),\n .by = cca_id\n )\np_stability <- patterns_group_stability |>\n ggplot(aes(size, r, color = factor(cca_id))) +\n ggdist::stat_dotsinterval() +\n geom_point(aes(size, r), predictions, size = 1) +\n geom_line(aes(size, r), predictions, linetype = \"longdash\") +\n scale_x_continuous(name = \"# Participants\", breaks = scales::breaks_width(40)) +\n scale_y_continuous(name = \"Group Representation Stability\") +\n scale_color_components() +\n facet_grid(cols = vars(cca_id), scales = \"free\") +\n theme(axis.line = element_line(linewidth = 1), strip.text = element_blank())\n\np_trend_gss <- targets::tar_read(data_gss_whole_resampled) |>\n ggplot(aes(size, gss, color = factor(cca_id))) +\n ggdist::stat_dotsinterval() +\n scale_x_continuous(name = \"# Participants\", breaks = scales::breaks_width(40)) +\n scale_y_continuous(name = expression(italic(r)[neu - sem])) +\n scale_color_components() +\n facet_grid(cols = vars(cca_id), scales = \"free\") +\n theme(axis.line = element_line(linewidth = 1), strip.text = element_blank())\n```\n:::\n\n\n\n\nThis is Figure 2 now.\n\n\n\n\n::: {.cell .column-page}\n\n```{.r .cell-code}\n# IGS predicts memory ----\np_igs_mem <- visualize_scatter(\n targets::tar_read(data_igs_whole),\n targets::tar_read(mem_perf),\n lab_stat = \"IGS\",\n col_stat = \"igs\",\n show_legend = TRUE\n)\n\np_igs_mem_dynamic <- visualize_dynamic(\n targets::tar_read(stats_igs_mem_dynamic),\n targets::tar_read(clusters_stats_igs_mem_dynamic),\n lab_stat = expression(italic(r)[IGS - \"d'\"])\n)\n\n# semantics related to group pattern (not shape) ----\np_gss_whole <- visualize_mantel(\n targets::tar_read(patterns_group_whole),\n targets::tar_read(pattern_semantics),\n targets::tar_read(stats_gss_whole),\n \"Group Averaged Neural Representation\",\n \"Semantic Resprentation\"\n)\n\np_gss_dynamic <- visualize_dynamic(\n targets::tar_read(stats_gss_dynamic),\n targets::tar_read(clusters_stats_gss_dynamic),\n col_stat = \"statistic\",\n lab_stat = \"GSS\"\n)\n\n(p_igs_mem | p_igs_mem_dynamic) /\n (p_gss_whole | p_gss_dynamic) +\n plot_layout(guides = \"collect\") &\n # plot_annotation(tag_levels = \"A\") &\n theme(legend.position = \"bottom\")\n```\n\n::: {.cell-output-display}\n![](index_files/figure-html/unnamed-chunk-4-1.png){width=1248}\n:::\n\n```{.r .cell-code}\nggsave(\"figures/igs_memory_gss_semantics.png\", width = 13, height = 5, dpi = 600)\n```\n:::\n\n::: {.cell}\n\n```{.r .cell-code}\np_group_shapes <- visualize_mantel(\n targets::tar_read(patterns_group_whole),\n targets::tar_read(pattern_shapes),\n targets::tar_read(stats_gcs_whole),\n \"Group Averaged Neural Representation\",\n \"Shape Similarity\"\n)\n```\n:::\n\n\n\n\n# Semantic representation\n\nSemantic information is important but non-semantic information is also important.\n\nThis will be Figure 3.\n\n\n\n\n::: {.cell}\n\n```{.r .cell-code}\nstats_iss_whole <- targets::tar_read(stats_iss_whole) |>\n rstatix::adjust_pvalue() |>\n rstatix::add_significance(\n cutpoints = c(0, 0.001, 0.01, 0.05, 1),\n symbols = c(\"***\", \"**\", \"*\", \"\")\n ) |>\n add_column(y = 0.13, .after = 1L)\niss_comparison <- targets::tar_read(iss_comparison) |>\n filter(adj.p.value < 0.05) |>\n mutate(\n across(c(start, end), \\(x) factor(x, levels = 1:3)),\n y_position = 0.14 * (1 + 0.12 * seq_len(n()))\n ) |>\n rstatix::add_significance(\n \"adj.p.value\",\n cutpoints = c(0, 0.001, 0.01, 0.05, 1),\n symbols = c(\"***\", \"**\", \"*\", \"\")\n )\n\np_iss_dist <- targets::tar_read(data_iss_whole) |>\n mutate(cca_id = factor(cca_id)) |>\n ggplot(aes(cca_id, iss)) +\n ggdist::stat_dotsinterval(\n aes(slab_color = cca_id, slab_fill = cca_id),\n slab_alpha = 0.4,\n side = \"both\"\n ) +\n geom_text(\n aes(cca_id, y, label = p.value.adj.signif),\n stats_iss_whole,\n size = size_label,\n vjust = 0,\n inherit.aes = FALSE\n ) +\n ggsignif::geom_signif(\n aes(\n xmin = start, xmax = end,\n annotations = adj.p.value.signif,\n y_position = y_position\n ),\n iss_comparison,\n size = 0.8,\n textsize = size_label,\n vjust = 0.5,\n inherit.aes = FALSE,\n manual = TRUE\n ) +\n scale_x_discrete(name = NULL, labels = \\(x) paste0(\"C\", x)) +\n scale_y_continuous(name = \"ISS\") +\n scale_color_components(\n aesthetics = c(\"slab_color\", \"slab_fill\"),\n guide = \"none\"\n ) +\n theme(axis.line = element_line(linewidth = 1))\n\np_iss_dynamic <- visualize_dynamic(\n targets::tar_read(stats_iss_dynamic),\n targets::tar_read(clusters_stats_iss_dynamic),\n col_stat = \"estimate\",\n lab_stat = \"ISS\",\n show_legend = TRUE\n)\n\np_iss_mem_scatter <- visualize_scatter(\n targets::tar_read(data_iss_whole),\n targets::tar_read(mem_perf),\n lab_stat = \"ISS\",\n col_stat = \"iss\"\n)\n\np_iss_mem_dynamic <- visualize_dynamic(\n targets::tar_read(stats_iss_mem_dynamic),\n targets::tar_read(clusters_stats_iss_mem_dynamic),\n col_stat = \"estimate\",\n lab_stat = expression(italic(r)[ISS - \"d'\"])\n)\n\n# (p_iss_dist | p_iss_dynamic) / (p_iss_mem_scatter | p_iss_mem_dynamic) +\n# plot_layout(guides = \"collect\") &\n# theme(legend.position = \"bottom\")\n# ggsave(\"figures/iss_memory.png\", width = 12, height = 5, dpi = 600)\n```\n:::\n\n::: {.cell}\n\n```{.r .cell-code}\ntargets::tar_load(igs_comp_partial)\nmult <- 1\nstats <- igs_comp_partial$stats |>\n mutate(\n ymax = estimate + mult * std.error,\n ymin = estimate - mult * std.error\n )\nhtests <- igs_comp_partial$htest |>\n separate_wider_delim(\n contrast,\n \" - \",\n names = c(\"start\", \"end\")\n ) |>\n rstatix::add_significance(\n \"p.value\",\n cutpoints = c(0, 0.001, 0.01, 0.05, 1),\n symbols = c(\"***\", \"**\", \"*\", \"\")\n ) |>\n mutate(y_position = max(stats$ymax)) |>\n filter(p.value < 0.05)\np_compare_igs_partial <- stats |>\n ggplot(aes(type, estimate, ymax = ymax, ymin = ymin, color = cca_id)) +\n geom_point(size = size_label) +\n geom_errorbar(width = 0.1, linewidth = 1) +\n geom_line(aes(group = cca_id), linewidth = 1) +\n ggsignif::geom_signif(\n aes(\n xmin = start, xmax = end,\n annotations = p.value.signif,\n y_position = y_position\n ),\n htests,\n size = 0.8,\n textsize = size_label,\n vjust = 0.5,\n inherit.aes = FALSE,\n manual = TRUE\n ) +\n facet_grid(cols = vars(cca_id), scales = \"free\") +\n scale_x_discrete(name = NULL, labels = c(\"IGS\", \"IGS|S\")) +\n scale_y_continuous(name = expression(italic(r))) +\n scale_color_components(guide = \"none\") +\n theme(\n strip.text = element_blank(),\n strip.background = element_blank(),\n axis.line = element_line(linewidth = 1)\n )\n\np_igs_partial_scatter <- visualize_scatter(\n targets::tar_read(data_igs_partial_whole),\n targets::tar_read(mem_perf),\n lab_stat = \"IGS|S\",\n col_stat = \"igs\"\n)\n\ntargets::tar_load(c(lm_mem_igs_partial, lm_mem_iss_igs_partial))\npreds <- bind_rows(\n `IGS|S` = lm_mem_igs_partial$pred,\n `ISS + IGS|S` = lm_mem_iss_igs_partial$pred,\n .id = \"model\"\n) |>\n mutate(model = factor(model, c(\"ISS + IGS|S\", \"IGS|S\")))\nmodel_eval <- tibble(\n x = min(preds$obs),\n y = max(preds$pred) * (1 + c(0.1, 0.02)),\n model = factor(c(\"ISS + IGS|S\", \"IGS|S\")),\n r_squared = c(\n caret::getTrainPerf(lm_mem_iss_igs_partial)$TrainRsquared,\n caret::getTrainPerf(lm_mem_igs_partial)$TrainRsquared\n ) |>\n signif(2)\n)\np_compare_predictions <- preds |>\n ggplot(aes(obs, pred, color = model)) +\n geom_point(shape = 16) +\n geom_smooth(method = \"lm\") +\n ggtext::geom_richtext(\n aes(\n x, y,\n color = model,\n label = paste0(\n \"*R*2\",\n model, \" = \",\n r_squared\n )\n ),\n model_eval,\n size = 3,\n fill = NA, label.color = NA, # remove background and outline\n label.padding = grid::unit(rep(0, 4), \"pt\"), # remove padding\n hjust = 0, vjust = 0.5, # bottom-left corner\n inherit.aes = FALSE,\n show.legend = FALSE\n ) +\n # facet_grid(cols = vars(model)) +\n scale_x_continuous(name = \"Observed\") +\n scale_y_continuous(name = \"Predicted\") +\n scale_color_grey(start = 0.1, end = 0.6, name = \"Model\", guide = \"none\") +\n theme(strip.background = element_blank(), axis.line = element_line(linewidth = 1))\n```\n:::\n\n::: {.cell .column-page}\n\n```{.r .cell-code}\nlayout <- \"\nAAABBB\nCCCDDD\nEEFFFG\n\"\n\np_iss_dist + p_iss_dynamic + p_iss_mem_scatter + p_iss_mem_dynamic +\n p_compare_igs_partial + p_igs_partial_scatter + p_compare_predictions +\n plot_layout(design = layout, guides = \"collect\") +\n plot_annotation(tag_levels = \"A\") &\n theme(legend.position = \"bottom\")\n```\n\n::: {.cell-output-display}\n![](index_files/figure-html/unnamed-chunk-8-1.png){width=1248}\n:::\n\n```{.r .cell-code}\nggsave(\"figures/semantics_memory.png\", width = 13, height = 8, dpi = 600)\n```\n:::\n\n\n\n\n# Predicting Shared Memory Content (SMC)\n\n## Inter-Subject Pattern Similarity (ISPS)\n\n\n\n\n::: {.cell .column-page}\n\n```{.r .cell-code}\np_isps_dist <- targets::tar_read(data_isps_whole) |>\n mutate(cca_id = factor(cca_id)) |>\n unnest(isps) |>\n ggplot(aes(cca_id, isps)) +\n ggdist::stat_slabinterval(\n aes(slab_color = cca_id, slab_fill = cca_id),\n slab_alpha = 0.4,\n side = \"both\"\n ) +\n scale_x_discrete(name = NULL, labels = \\(x) paste0(\"C\", x)) +\n scale_y_continuous(name = \"ISPS\") +\n scale_color_components(\n aesthetics = c(\"slab_color\", \"slab_fill\"),\n guide = \"none\"\n ) +\n theme(axis.line = element_line(linewidth = 1))\n\np_isps_dynamic <- visualize_dynamic(\n targets::tar_read(stats_isps_dynamic) |> \n mutate(\n ymax = isps_mean + isps_se,\n ymin = isps_mean - isps_se\n ),\n col_stat = \"isps_mean\",\n lab_stat = \"ISPS\",\n col_cis = c(\"ymin\", \"ymax\")\n)\n\n# the cluster based permutation test is not useful (maybe we need TFCE)\n# p_isps_clusters <- visualize_dynamic(\n# targets::tar_read(stats_isps_dynamic) |> \n# mutate(\n# ymax = isps_mean + isps_se,\n# ymin = isps_mean - isps_se\n# ),\n# targets::tar_read(clusters_stats_isps_dynamic),\n# col_stat = \"isps_mean\",\n# lab_stat = \"ISPS\",\n# col_cis = c(\"ymin\", \"ymax\")\n# )\n\np_isps_smc <- visualize_mantel_dist(\n targets::tar_read(data_isps_smc_whole),\n targets::tar_read(stats_isps_smc_whole),\n expression(italic(r)[ISPS - SMC]),\n show_legend = TRUE\n)\n\np_isps_smc_dynamic <- visualize_dynamic(\n targets::tar_read(stats_isps_smc_dynamic),\n targets::tar_read(clusters_stats_isps_smc_dynamic),\n col_stat = \"statistic\",\n lab_stat = expression(italic(r)[ISPS - SMC])\n)\n\np_isps_dist + p_isps_dynamic + p_isps_smc + p_isps_smc_dynamic +\n plot_layout(guides = \"collect\") &\n theme(legend.position = \"bottom\")\n```\n\n::: {.cell-output-display}\n![](index_files/figure-html/isps-and-smc-1.png){width=1248}\n:::\n\n```{.r .cell-code}\nggsave(\"figures/isps_smc.png\", width = 13, height = 5, dpi = 600)\n```\n:::\n\n\n\n\n## Neural Synchronization\n\n\n\n\n::: {.cell .column-page}\n\n```{.r .cell-code}\ntargets::tar_load(sync_inter_intra)\nsummary_sync <- sync_inter_intra |>\n summarise(\n broom::tidy(t.test(sync)),\n .by = c(cca_id, type)\n ) |>\n rstatix::adjust_pvalue() |>\n rstatix::add_significance(\n cutpoints = c(0, 0.001, 0.01, 0.05, 1),\n symbols = c(\"***\", \"**\", \"*\", \"\")\n )\ncompare_sync_p <- sync_inter_intra |>\n pivot_wider(\n id_cols = c(subj_id, cca_id),\n names_from = type,\n values_from = sync\n ) |>\n summarise(\n broom::tidy(t.test(intra, inter_ahead, paired = TRUE)),\n .by = cca_id\n ) |>\n rstatix::adjust_pvalue() |>\n rstatix::add_significance(\n cutpoints = c(0, 0.001, 0.01, 0.05, 1),\n symbols = c(\"***\", \"**\", \"*\", \"\")\n ) |>\n mutate(\n start = \"intra\", end = \"inter_ahead\",\n y_position = max(summary_sync$conf.high) * 1.1\n )\np_sync_compare <- summary_sync |>\n ggplot(aes(type, estimate)) +\n geom_col(\n aes(color = cca_id, fill = cca_id, alpha = type),\n width = 0.75\n ) +\n geom_errorbar(aes(ymin = conf.low, ymax = conf.high), width = 0.1) +\n geom_text(\n aes(y = conf.high, label = p.value.adj.signif),\n vjust = 0,\n size = size_label\n ) +\n ggsignif::geom_signif(\n data = compare_sync_p,\n aes(\n xmin = start,\n xmax = end,\n annotations = p.value.adj.signif,\n y_position = y_position\n ),\n textsize = size_label,\n inherit.aes = FALSE,\n manual = TRUE\n ) +\n facet_grid(cols = vars(cca_id)) +\n scale_x_discrete(name = NULL, labels = c(\"Intra\", \"Inter\")) +\n scale_y_continuous(\n name = \"Neural Sync\",\n expand = expansion(c(0, 0.1))\n ) +\n scale_color_components(aesthetics = c(\"fill\", \"color\")) +\n scale_alpha_manual(\n name = NULL,\n values = c(1, 0),\n guide = \"none\"\n ) +\n theme(\n strip.text = element_blank(),\n axis.line = element_line(linewidth = 1)\n )\n\nsync_mem <- sync_inter_intra |>\n left_join(targets::tar_read(mem_perf), by = \"subj_id\") |> \n mutate(cca_id = factor(cca_id))\nstats_sync_mem <- sync_mem |>\n summarise(\n broom::tidy(cor.test(sync, dprime)),\n .by = c(cca_id, type)\n ) |>\n rstatix::adjust_pvalue() |>\n rstatix::add_significance(\n cutpoints = c(0, 0.001, 0.01, 0.05, 1),\n symbols = c(\"***\", \"**\", \"*\", \"\")\n ) |> \n prepare_corr_plotmath() |> \n mutate(\n x = min(sync_mem$sync),\n y = max(sync_mem$dprime) * 1.2 * (1 - 0.1 * as.integer(type))\n )\n\np_pred_mem <- sync_mem |>\n ggplot(aes(x = sync, y = dprime, alpha = type)) +\n geom_point(aes(color = cca_id, shape = type)) +\n geom_line(\n aes(color = cca_id),\n stat = \"smooth\",\n method = \"lm\",\n formula = y ~ x\n # linewidth = 2,\n # fullrange = TRUE\n ) +\n geom_text(\n aes(x, y, label = label),\n stats_sync_mem,\n hjust = 0, vjust = 1, parse = TRUE,\n ) +\n facet_grid(cols = vars(cca_id)) +\n scale_x_continuous(name = \"Neural Sync\") +\n scale_y_continuous(name = \"Memory (d')\") +\n scale_alpha_manual(\n name = NULL,\n values = c(1, 0.5),\n guide = \"none\"\n ) +\n scale_shape_manual(\n name = NULL,\n values = c(16, 1),\n labels = c(\"Intra\", \"Inter\")\n # guide = \"none\"\n ) +\n scale_color_manual(values = colors_components, guide = \"none\") +\n theme(\n strip.text = element_blank(),\n axis.line = element_line(linewidth = 1)\n )\n\np_sync_smc <- visualize_mantel_dist(\n targets::tar_read(sync_smc_whole),\n targets::tar_read(stats_sync_smc_whole),\n expression(italic(r)[Sync - SMC])\n)\n\np_sync_smc_dynamic <- visualize_dynamic(\n targets::tar_read(stats_sync_smc_dynamic),\n targets::tar_read(clusters_stats_sync_smc_dynamic),\n col_stat = \"statistic\",\n lab_stat = expression(italic(r)[Sync - SMC])\n)\n\np_sync_compare + p_pred_mem + p_sync_smc + p_sync_smc_dynamic +\n plot_layout(guides = \"collect\") +\n plot_annotation(tag_levels = \"A\") &\n theme(legend.position = \"bottom\")\n```\n\n::: {.cell-output-display}\n![](index_files/figure-html/sync-and-mem-1.png){width=1248}\n:::\n\n```{.r .cell-code}\nggsave(\"figures/sync_results.png\", width = 13, height = 6.5, dpi = 300)\n```\n:::\n\n::: {.cell}\n\n```{.r .cell-code}\nset.seed(1)\n\n# representational patterns ----\nvis_pat <- function(pat) {\n corrplot::corrplot(\n pat,\n method = \"color\",\n outline = TRUE,\n col = corrplot::COL1(\"Greys\"),\n tl.pos = \"n\",\n cl.pos = \"n\"\n )\n}\nx_indiv <- pracma::squareform(rnorm(15, 0.5, 0.25))\nx_group <- pracma::squareform(rnorm(15, 0.5, 0.25))\nx_sem <- pracma::squareform(rnorm(15, 0.5, 0.25))\ndiag(x_indiv) <- diag(x_group) <- diag(x_sem) <- 1\npng(\"figures/diagrams/indiv_matrix.png\", width = 400, height = 400)\nvis_pat(x_indiv)\ndev.off()\npng(\"figures/diagrams/group_matrix.png\", width = 400, height = 400)\nvis_pat(x_group)\ndev.off()\npng(\"figures/diagrams/sem_matrix.png\", width = 400, height = 400)\nvis_pat(x_sem)\ndev.off()\n\n# word2vec embeddings ----\nembedding <- as_tibble(split(rnorm(14, 0.5, 0.2), rep(1:2, each = 7))) |>\n mutate(id = seq_len(n()), label = \"\")\nembedding[6, 1:2] <- NA\nembedding$label[6] <- \"…\"\n\nembedding |>\n ggplot(aes(id, 1, fill = `1`)) +\n geom_tile() +\n geom_text(aes(label = label), size = 12, vjust = 0.2) +\n scale_fill_gradient(low = \"grey80\", high = \"grey20\", na.value = \"white\", guide = \"none\") +\n coord_fixed() +\n theme_void()\nggplot2::ggsave(\"figures/diagrams/embedding_1.png\", width = 8, height = 2, dpi = 300)\n\nembedding |>\n ggplot(aes(id, 1, fill = `2`)) +\n geom_tile() +\n geom_text(aes(label = label), size = 12, vjust = 0.2) +\n scale_fill_gradient(low = \"grey80\", high = \"grey20\", na.value = \"white\", guide = \"none\") +\n coord_fixed() +\n theme_void()\nggplot2::ggsave(\"figures/diagrams/embedding_2.png\", width = 8, height = 2, dpi = 300)\n\n# neural activity ----\ntargets::tar_load(file_cca_y)\ndata_trials <- arrow::open_dataset(file_cca_y) |>\n filter(subj_id == 1, cca_id == 1, trial_id %in% 1:6) |>\n collect()\ndata_trials |>\n nest(.by = trial_id) |>\n mutate(\n walk2(\n data, trial_id,\n ~ {\n ggplot(.x, aes(time_id, y)) +\n geom_line(linewidth = 3, color = \"grey\") +\n scale_x_continuous(name = \"Time (ms)\") +\n scale_y_continuous(name = \"Neural Activity\") +\n theme_void()\n ggsave(\n paste0(\"figures/diagrams/trial_\", .y, \".png\"),\n width = 8, height = 2, dpi = 300\n )\n }\n )\n )\n\ndata_group <- arrow::open_dataset(file_cca_y) |>\n filter(trial_id %in% 1:2, cca_id == 1) |>\n collect() |>\n summarise(y = mean(y, na.rm = TRUE), .by = c(trial_id, time_id))\ndata_group |>\n nest(.by = trial_id) |>\n mutate(\n walk2(\n data, trial_id,\n ~ {\n ggplot(.x, aes(time_id, y)) +\n geom_line(linewidth = 3, color = \"black\") +\n scale_x_continuous(name = \"Time (ms)\") +\n scale_y_continuous(name = \"Neural Activity\") +\n theme_void()\n ggsave(\n paste0(\"figures/diagrams/group_avg_trial_\", .y, \".png\"),\n width = 8, height = 2, dpi = 300\n )\n }\n )\n )\n```\n:::\n", "supporting": [ "index_files" ], diff --git a/_freeze/index/figure-html/isps-and-smc-1.png b/_freeze/index/figure-html/isps-and-smc-1.png index 44076ca74d429f313544379dc617bd2214460336..4d65cda4060b21d648c8eea7d2ae4eb6873259ac 100644 GIT binary patch literal 43050 zcmdRW2{_c>|L-)mvG4mXOO!RsM7AtZNS174%bN8giLx~am0gk$vW1KyjC~L)OR{Dk zBzr>E!abw!_xJt%|M!3IbMJkgd!OfeK0d>I&Uw#!dA;A~ocDR3d0=R8k(z>o0tSOo z>*{D4!C>S#7>o#qAOi157GlL=uoD}GdL~-nUl@!R29txq6k#xDm>@4qP!1+|8K$TR zQ*?$YCcsqeV9w4k=LDE@73fR^lOq!3B@&b)QURA8k-0B13`Q&nE?#04Ib!q6#O8Ly z;7tfzk)(n!QWbFVlB&p&s$3>Dmm`JjNFiU+$VddUG(rW2P~khW z#qKV*t^e7xXMq@ibw!vnK?1@L_#;8l*;&yU+^ZB55)>1_eN3%9TPG|PD8>O-?o5yz zv>@~W?VJ@82+avU3C;=Ns&Y;kbFNBot^)TXx3pqkc36TUxIjBt!f|UtJHl@jp=}ko zk0p#%C5(alQRbIVFPc7!WRbPjw1Y?h@V?`g2DJ;x|-@H0U0X| z)MZ>|A%$kMUIDu2rtK0}h{GL~KS(fiOa>@_5Qtl~exQr2#Tl}H?38|o5=zp)?~gmv 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0.001, 0.01, 0.05, 1), + symbols = c("***", "**", "*", "") + ) |> + mutate( + label = format_r_plotmath( + .data[[col_r]], p_adj, + p.sig = p_adj_sig, + name_r = name_r, + name_p = name_p + ) ) +} + +format_r_plotmath <- function(r, p, + p.sig = "", + name_r = "italic(r)", + name_p = "italic(p)[Holm]") { + paste0( + str_glue("{name_r}*' = '*{round(r, 2)}"), + if (is.null(name_p)) { + str_glue("^'{p.sig}'") + } else { + paste0( + "*', '*", + if_else( + p < 0.001, + str_glue("{name_p} < 0.001^'{p.sig}'"), + str_glue("{name_p}*' = '*{round(p, 3)}^'{p.sig}'") + ) + ) + } ) } visualize_scatter <- function(data, mem_perf, lab_stat, col_stat, show_legend = FALSE) { - data |> - left_join(mem_perf, by = "subj_id") |> + data_joind <- data |> + left_join(mem_perf, by = "subj_id") |> + mutate(cca_id = factor(cca_id)) + stats <- data_joind |> + reframe( + cor.test(.data[[col_stat]], .data$dprime) |> + broom::tidy(), + .by = cca_id + ) |> + prepare_corr_plotmath() + data_joind |> ggplot(aes(.data[[col_stat]], dprime)) + - geom_point(aes(color = factor(cca_id)), show.legend = show_legend) + + geom_point(aes(color = cca_id), show.legend = show_legend) + geom_smooth( - aes(color = factor(cca_id)), + aes(color = cca_id), method = "lm", formula = y ~ x, show.legend = show_legend ) + - ggpmisc::stat_correlation( - ggpmisc::use_label(c("R", "p.value")), - small.r = TRUE, - small.p = TRUE + geom_text( + aes(x = min(data_joind[[col_stat]]), y = Inf, label = label), + stats, hjust = 0, vjust = 1, parse = TRUE ) + facet_grid(cols = vars(cca_id), scales = "free") + scale_x_continuous(name = lab_stat) + @@ -100,19 +138,13 @@ visualize_mantel <- function(patterns_x, patterns_y, stats, name_x, name_y, formula = y ~ x, show.legend = show_legend ) + - ggtext::geom_richtext( + geom_text( aes(x = min(patterns_flat[[name_x]]), y = Inf, label = label), - stats |> - mutate( - label = format_cor_md( - statistic, p.value, - "*p*Mantel" - ) - ), - fill = NA, label.color = NA, # remove background and outline - label.padding = grid::unit(rep(0, 4), "pt"), # remove padding - hjust = 0, vjust = 1, # bottom-left corner - inherit.aes = FALSE + prepare_corr_plotmath( + stats, "statistic", + name_p = "italic(p)[Holm]^{Mantel}" + ), + hjust = 0, vjust = 1, parse = TRUE ) + facet_grid(cols = vars(cca_id), scales = "free") + scale_x_continuous(name = name_x) + @@ -137,16 +169,11 @@ visualize_mantel_dist <- function(data, stats, label, show_legend = FALSE) { geomtextpath::geom_textvline( aes(xintercept = statistic, label = label), stats |> - rstatix::add_significance( - "p.value", - cutpoints = c(0, 0.001, 0.01, 0.05, 1), - symbols = c("***", "**", "*", "") - ) |> - mutate( - cca_id = factor(cca_id), - label = str_glue( - "italic(r)[Obs] == {signif(statistic, 2)}*'{p.value.signif}'" - ) + mutate(cca_id = factor(cca_id)) |> + prepare_corr_plotmath( + "statistic", + name_r = "italic(r)[Obs]", + name_p = NULL ), parse = TRUE, vjust = -0.1 @@ -304,11 +331,10 @@ This is Figure 2 now. ```{r} #| column: page -#| fig-width: 12 +#| fig-width: 13 #| fig-height: 5 # IGS predicts memory ---- -targets::tar_load(c(data_igs_whole, mem_perf)) p_igs_mem <- visualize_scatter( targets::tar_read(data_igs_whole), targets::tar_read(mem_perf), @@ -344,7 +370,7 @@ p_gss_dynamic <- visualize_dynamic( plot_layout(guides = "collect") & # plot_annotation(tag_levels = "A") & theme(legend.position = "bottom") -ggsave("figures/igs_memory_gss_semantics.png", width = 12, height = 5, dpi = 600) +ggsave("figures/igs_memory_gss_semantics.png", width = 13, height = 5, dpi = 600) ``` ```{r} @@ -553,7 +579,7 @@ p_compare_predictions <- preds |> ```{r} #| column: page -#| fig-width: 12 +#| fig-width: 13 #| fig-height: 8 layout <- " @@ -567,7 +593,7 @@ p_iss_dist + p_iss_dynamic + p_iss_mem_scatter + p_iss_mem_dynamic + plot_layout(design = layout, guides = "collect") + plot_annotation(tag_levels = "A") & theme(legend.position = "bottom") -ggsave("figures/semantics_memory.png", width = 12, height = 8, dpi = 600) +ggsave("figures/semantics_memory.png", width = 13, height = 8, dpi = 600) ``` # Predicting Shared Memory Content (SMC) @@ -577,7 +603,7 @@ ggsave("figures/semantics_memory.png", width = 12, height = 8, dpi = 600) ```{r} #| label: isps-and-smc #| column: page -#| fig-width: 12 +#| fig-width: 13 #| fig-height: 5 p_isps_dist <- targets::tar_read(data_isps_whole) |> @@ -639,7 +665,7 @@ p_isps_dist + p_isps_dynamic + p_isps_smc + p_isps_smc_dynamic + plot_layout(guides = "collect") & theme(legend.position = "bottom") -ggsave("figures/isps_smc.png", width = 12, height = 5, dpi = 600) +ggsave("figures/isps_smc.png", width = 13, height = 5, dpi = 600) ``` ## Neural Synchronization @@ -647,8 +673,8 @@ ggsave("figures/isps_smc.png", width = 12, height = 5, dpi = 600) ```{r} #| label: sync-and-mem #| column: page -#| fig-width: 12 -#| fig-height: 6 +#| fig-width: 13 +#| fig-height: 6.5 targets::tar_load(sync_inter_intra) summary_sync <- sync_inter_intra |> @@ -721,22 +747,40 @@ p_sync_compare <- summary_sync |> axis.line = element_line(linewidth = 1) ) -p_pred_mem <- sync_inter_intra |> - left_join(targets::tar_read(mem_perf), by = "subj_id") |> - mutate(cca_id = factor(cca_id)) |> +sync_mem <- sync_inter_intra |> + left_join(targets::tar_read(mem_perf), by = "subj_id") |> + mutate(cca_id = factor(cca_id)) +stats_sync_mem <- sync_mem |> + summarise( + broom::tidy(cor.test(sync, dprime)), + .by = c(cca_id, type) + ) |> + rstatix::adjust_pvalue() |> + rstatix::add_significance( + cutpoints = c(0, 0.001, 0.01, 0.05, 1), + symbols = c("***", "**", "*", "") + ) |> + prepare_corr_plotmath() |> + mutate( + x = min(sync_mem$sync), + y = max(sync_mem$dprime) * 1.2 * (1 - 0.1 * as.integer(type)) + ) + +p_pred_mem <- sync_mem |> ggplot(aes(x = sync, y = dprime, alpha = type)) + - geom_point(aes(color = factor(cca_id), shape = type)) + + geom_point(aes(color = cca_id, shape = type)) + geom_line( - aes(color = factor(cca_id)), + aes(color = cca_id), stat = "smooth", method = "lm", formula = y ~ x # linewidth = 2, # fullrange = TRUE ) + - ggpubr::stat_cor( - aes(label = paste(after_stat(r.label), after_stat(p.label), sep = "~`,`~")), - cor.coef.name = "r" + geom_text( + aes(x, y, label = label), + stats_sync_mem, + hjust = 0, vjust = 1, parse = TRUE, ) + facet_grid(cols = vars(cca_id)) + scale_x_continuous(name = "Neural Sync") + @@ -775,7 +819,7 @@ p_sync_compare + p_pred_mem + p_sync_smc + p_sync_smc_dynamic + plot_layout(guides = "collect") + plot_annotation(tag_levels = "A") & theme(legend.position = "bottom") -ggsave("figures/sync_results.png", width = 12, height = 6, dpi = 300) +ggsave("figures/sync_results.png", width = 13, height = 6.5, dpi = 300) ``` ```{r}