From 25d2830b37bc5afbec2585ca20802bf755a26c9c Mon Sep 17 00:00:00 2001 From: cm401 Date: Sun, 3 May 2026 14:51:01 +0100 Subject: [PATCH 01/10] add analysis folder --- .Rbuildignore | 1 + 1 file changed, 1 insertion(+) diff --git a/.Rbuildignore b/.Rbuildignore index 3912071..e737dd8 100644 --- a/.Rbuildignore +++ b/.Rbuildignore @@ -1,3 +1,4 @@ ^.*\.Rproj$ ^\.Rproj\.user$ ^\.github$ +^analysis$ From 0fee69abbefad35e6193e6f552a227ee4f6b31a1 Mon Sep 17 00:00:00 2001 From: cm401 Date: Sun, 3 May 2026 14:51:24 +0100 Subject: [PATCH 02/10] improve README with more information on the package itself --- README.md | 23 ++++++++++++++++++++++- 1 file changed, 22 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index 155aa67..cbbcb62 100644 --- a/README.md +++ b/README.md @@ -6,10 +6,31 @@ [![lifecycle](https://img.shields.io/badge/lifecycle-experimental-orange.svg)](https://lifecycle.r-lib.org/articles/stages.html#experimental) -Methods to compute delay distributions from summary statistics +Bayesian hierarchical synthesis of incubation period distributions from individual-level data and published summary statistics.
+## Overview + +The incubation period -- the interval between pathogen exposure and symptom onset -- is a critical parameter for quarantine policy and outbreak response, yet individual-level exposure data remain scarce in the published literature. For most pathogens, only summary statistics are available, and restricting inference to individual-level data alone would leave too few datasets for reliable between-study heterogeneity estimation. + +**ddsynth** introduces a Bayesian hierarchical framework that jointly models individual-level observations and published summary statistics under a unified federated analysis approach. Key features: + +- Accurately recovers incubation period distributions across a range of data availability scenarios +- Outperforms approaches that use summary data alone +- Quantifies between-study heterogeneity, including by outbreak country, pathogen variant, and exposure pathway +- Covers 18 pathogens with outbreak potential, spanning six pathogen groups + +## Dataset coverage + +The package includes a curated dataset of incubation period studies spanning outbreaks worldwide: + +Geographic distribution of incubation period datasets across 18 pathogens + +Datasets cover six pathogen groups: + +Pathogen grouping diagram showing six disease categories with WHO R&D Blueprint priority pathogens highlighted + ## Prerequisites ### R From 7637bbf3c0b9fdbeaaf112a5a97900e3c9c71636 Mon Sep 17 00:00:00 2001 From: cm401 Date: Sun, 3 May 2026 14:52:08 +0100 Subject: [PATCH 03/10] Initial revision --- man/figures/map_figure.png | Bin 0 -> 367144 bytes man/figures/pathogen_grouping.png | Bin 0 -> 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--- /dev/null +++ b/tests/testthat/test-should-attempt-gg.R @@ -0,0 +1,153 @@ +# Tests for should_attempt_gg() ----------------------------------------------- + +# Helpers --------------------------------------------------------------------- + +# Frequency-table dataset (type-4): CV ≈ 0.24, "rich" +.gg_freq <- function(n = 30) { + list(freq_value = c(5, 7, 9, 11, 13), + freq_count = c(3, 8, 12, 8, 3), n = n) +} + +# Interval-censored dataset (type-5): "rich" +.gg_icens <- function(n = 30) { + list(freq_lower = c(4, 6, 8, 10, 12), + freq_upper = c(6, 8, 10, 12, 14), + freq_count = c(3, 8, 12, 8, 3), n = n) +} + +# Range dataset (type-1): CV ≈ 0.22, not "rich" +.gg_range <- function(n = 30) { + list(median = 9, min = 5, max = 13, n = n) +} + +# IQR dataset (type-2): CV ≈ 0.30, not "rich" +.gg_iqr <- function(n = 30) { + list(median = 9, Q1 = 6.3, Q3 = 11.7, n = n) +} + +# Mean+SD dataset (type-3): not "rich" +.gg_meansd <- function(cv = 0.30, mean = 9, n = 30) { + list(mean = mean, sd = mean * cv, n = n) +} + +# ── 1. Returns TRUE when richness and spread are both acceptable ────────────── + +test_that("returns TRUE with sufficient rich datasets and low CV spread", { + ds <- list(d1 = .gg_freq(), d2 = .gg_freq(), d3 = .gg_range()) + # rich_frac = 2/3 ≈ 0.67 >= 0.30; all CVs similar => spread << 2.5 + expect_true(should_attempt_gg(ds, verbose = FALSE)) +}) + +test_that("returns TRUE with only frequency-table datasets", { + ds <- list(d1 = .gg_freq(), d2 = .gg_freq()) + expect_true(should_attempt_gg(ds, verbose = FALSE)) +}) + +test_that("type-5 interval-censored datasets count as rich", { + ds <- list(d1 = .gg_icens(), d2 = .gg_range()) + # rich_frac = 0.5 >= 0.30 + expect_true(should_attempt_gg(ds, verbose = FALSE)) +}) + +test_that("returns TRUE for a single dataset (no spread check possible)", { + ds <- list(d1 = .gg_freq()) + expect_true(should_attempt_gg(ds, verbose = FALSE)) +}) + +# ── 2. Returns FALSE when rich fraction is too low ─────────────────────────── + +test_that("returns FALSE when no datasets are rich (all type-1/2/3)", { + ds <- list(d1 = .gg_range(), d2 = .gg_range(), d3 = .gg_iqr(), d4 = .gg_meansd()) + # rich_frac = 0 < 0.30 + expect_false(should_attempt_gg(ds, verbose = FALSE)) +}) + +test_that("returns FALSE when rich fraction is below custom threshold", { + ds <- list(d1 = .gg_freq(), d2 = .gg_range(), d3 = .gg_range(), d4 = .gg_range()) + # rich_frac = 0.25; default min_rich_fraction = 0.30 → FALSE + expect_false(should_attempt_gg(ds, verbose = FALSE)) +}) + +test_that("returns TRUE when rich fraction exactly meets the threshold", { + # 1 of 3 datasets is rich: 1/3 ≈ 0.33 >= 0.30 + ds <- list(d1 = .gg_freq(), d2 = .gg_range(), d3 = .gg_range()) + expect_true(should_attempt_gg(ds, verbose = FALSE)) +}) + +test_that("custom min_rich_fraction threshold is respected", { + ds <- list(d1 = .gg_freq(), d2 = .gg_range()) # rich_frac = 0.5 + expect_true( should_attempt_gg(ds, min_rich_fraction = 0.40, verbose = FALSE)) + expect_false(should_attempt_gg(ds, min_rich_fraction = 0.60, verbose = FALSE)) +}) + +# ── 3. Returns FALSE when CV spread is too large ───────────────────────────── + +test_that("returns FALSE when CV spread exceeds threshold", { + # d1 CV ≈ 0.05 (concentrated), d2 CV ≈ 0.69 (dispersed) → spread ≈ 13.9 + d_conc <- list(freq_value = c(8, 9, 10), freq_count = c(1, 8, 1), n = 10) + d_disp <- list(freq_value = c(2, 9, 20), freq_count = c(3, 4, 3), n = 10) + ds <- list(d1 = d_conc, d2 = d_disp) + expect_false(should_attempt_gg(ds, verbose = FALSE)) +}) + +test_that("custom cv_spread_threshold is respected", { + # spread ≈ 2; just straddles default of 2.5 + d1 <- list(freq_value = c(7, 9, 11), freq_count = c(2, 6, 2), n = 10) # CV ≈ 0.19 + d2 <- list(freq_value = c(4, 9, 14), freq_count = c(2, 6, 2), n = 10) # CV ≈ 0.38 + ds <- list(d1 = d1, d2 = d2) + expect_true( should_attempt_gg(ds, cv_spread_threshold = 3.0, verbose = FALSE)) + expect_false(should_attempt_gg(ds, cv_spread_threshold = 1.5, verbose = FALSE)) +}) + +# ── 4. CV spread check is skipped for a single valid CV ─────────────────────── + +test_that("spread check is skipped when only one dataset has a valid CV", { + # Only one CV computable; no spread can be formed → proceed to richness check + ds <- list( + d1 = .gg_freq(), + d2 = list(n = 10) # no stat fields → NA CV + ) + expect_true(should_attempt_gg(ds, verbose = FALSE)) +}) + +# ── 5. Verbose messaging ────────────────────────────────────────────────────── + +test_that("verbose=TRUE emits SKIP when richness is too low", { + ds <- list(d1 = .gg_range(), d2 = .gg_range()) + expect_message(should_attempt_gg(ds, verbose = TRUE), "SKIP") +}) + +test_that("verbose=TRUE emits SKIP when CV spread is too large", { + d_conc <- list(freq_value = c(8, 9, 10), freq_count = c(1, 8, 1), n = 10) + d_disp <- list(freq_value = c(2, 9, 20), freq_count = c(3, 4, 3), n = 10) + ds <- list(d1 = d_conc, d2 = d_disp) + expect_message(should_attempt_gg(ds, verbose = TRUE), "SKIP") +}) + +test_that("verbose=TRUE emits OK when all checks pass", { + ds <- list(d1 = .gg_freq(), d2 = .gg_freq()) + expect_message(should_attempt_gg(ds, verbose = TRUE), "OK") +}) + +test_that("verbose=FALSE suppresses all messages", { + ds <- list(d1 = .gg_range(), d2 = .gg_range()) + expect_no_message(should_attempt_gg(ds, verbose = FALSE)) +}) + +# ── 6. NA handling ──────────────────────────────────────────────────────────── + +test_that("datasets with no recognisable format produce NA CV without error", { + ds <- list( + d1 = .gg_freq(), + d2 = .gg_freq(), + d3 = list(n = 10) # no stat fields + ) + expect_true(should_attempt_gg(ds, verbose = FALSE)) +}) + +test_that("all-NA CVs bypass the spread check and proceed to richness", { + # All entries have unrecognised format → no valid CV → no spread check + ds <- list(d1 = list(n = 10), d2 = list(n = 15)) + # rich_frac = 0 < 0.30 → FALSE (fails richness, not spread) + expect_false(should_attempt_gg(ds, verbose = FALSE)) +}) From 87fc6aab64bcfa70daf10e5d410be1610f41586e Mon Sep 17 00:00:00 2001 From: cm401 Date: Sun, 3 May 2026 14:52:33 +0100 Subject: [PATCH 04/10] add sensitivity analysis figure --- R/ploting_utils.R | 127 ++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 127 insertions(+) diff --git a/R/ploting_utils.R b/R/ploting_utils.R index 3b2068a..60d2ce2 100644 --- a/R/ploting_utils.R +++ b/R/ploting_utils.R @@ -1524,3 +1524,130 @@ plot_main_figure_split <- function( ) ) } + + +# Internal core builder shared by the main and sensitivity simulation figures. +# x_var: column to put on the x-axis ("summary_type_label" or "dist_type"). +# facet_var: column to facet by, or NULL for no faceting. +# color_var / shape_var: columns mapped to colour and shape aesthetics. +.sim_figure_core <- function(summary_res, base_size = 9, + x_var = "summary_type_label", + x_lab = "Summary type", + facet_var = "dist_type", + color_var = "n_datasets_bucket", + shape_var = "n_obs_bucket", + color_lab = "N datasets", + shape_lab = "N obs per study") { + dat <- .pred_buckets(summary_res) + + .row <- function(data, y_col, ref_line = NULL, y_lab, + hide_x = FALSE, hide_strip = FALSE) { + p <- ggplot(data, + aes(x = .data[[x_var]], + y = .data[[y_col]], + color = .data[[color_var]], + shape = .data[[shape_var]])) + + if (!is.null(ref_line)) + p <- p + geom_hline(yintercept = ref_line, linetype = "dashed", + color = "red", linewidth = 0.4) + + p <- p + + geom_point(alpha = 0.7, + size = 1, + position = position_jitterdodge(jitter.width = 0.1, + dodge.width = 0.4)) + + scale_color_aaas() + + labs(x = if (hide_x) NULL else x_lab, + y = y_lab, + color = color_lab, shape = shape_lab) + + theme_minimal(base_size = base_size) + + theme( + axis.text.x = if (hide_x) element_blank() else element_text(angle = 40, hjust = 1), + axis.ticks.x = if (hide_x) element_blank() else element_line(), + strip.text = if (hide_strip) element_blank() else element_text() + ) + + if (!is.null(facet_var)) + p <- p + facet_wrap(reformulate(facet_var), nrow = 1, + labeller = label_value, scales = "free_x") + + return(p) + } + + p1 <- .row(dat, "mean_wis", ref_line = NULL, y_lab = "Mean WIS", + hide_x = TRUE, hide_strip = FALSE) + p2 <- .row(dat, "coverage_pred_median", ref_line = 0.95, y_lab = "Coverage - P50", + hide_x = TRUE, hide_strip = TRUE) + p3 <- .row(dat, "bias_pred_median", ref_line = 0, y_lab = "Bias - P50 (days)", + hide_x = TRUE, hide_strip = TRUE) + p4 <- .row(dat, "coverage_pred_q95", ref_line = 0.95, y_lab = "Coverage - P95", + hide_x = TRUE, hide_strip = TRUE) + p5 <- .row(dat, "bias_pred_q95", ref_line = 0, y_lab = "Bias - P95 (days)", + hide_x = FALSE, hide_strip = TRUE) + + patchwork::wrap_plots(p1, p2, p3, p4, p5, ncol = 1) + + patchwork::plot_layout(guides = "collect") + + patchwork::plot_annotation(tag_levels = "A") & + theme(legend.position = "bottom", + plot.tag = element_text(face = "bold")) +} + +#' Main-text simulation study figure +#' +#' Assembles a five-row composite figure from the simulation study summary, +#' excluding sensitivity scenarios (\code{TauSens} / \code{Mu0Sens}). +#' +#' @param summary_res A data frame returned by \code{create_results_summary()}. +#' @param base_size Base font size passed to \code{theme_minimal()}. +#' @return A \code{patchwork} object. +#' @export +plot_simulation_study_figure <- function(summary_res, base_size = 9) { + summary_res <- summary_res %>% + filter(!grepl("TauSens|Mu0Sens", scenario_name)) + fig <- .sim_figure_core(summary_res, base_size = base_size) + fig & scale_shape_manual(values = c("5" = 4, "10" = 3, "20" = 8, "25+" = 5)) +} + +#' Supplementary simulation study figure — sensitivity scenarios +#' +#' Same layout as \code{plot_simulation_study_figure()} but restricted to +#' \code{TauSens} and \code{Mu0Sens} scenarios. +#' +#' @param summary_res A data frame returned by \code{create_results_summary()}. +#' @param base_size Base font size passed to \code{theme_minimal()}. +#' @return A \code{patchwork} object. +#' @export +plot_simulation_study_sens_figure <- function(summary_res, base_size = 9) { + summary_res <- summary_res %>% + filter(grepl("TauSens|Mu0Sens", scenario_name)) %>% + mutate( + sens_type = if_else(grepl("TauSens", scenario_name), + "τ sensitivity", "μ₀ sensitivity"), + sens_value = case_when( + grepl("TauSens", scenario_name) ~ + paste0("τ = ", stringr::str_extract(scenario_name, "(?<=tau)[0-9.]+")), + TRUE ~ + stringr::str_replace( + scenario_name, + "^Mu0Sens_(?:lognormal|gamma|weibull|burr12|gengamma)_(.+)_D\\d+.*", + "μ₀ = \\1" + ) + ) + ) %>% + mutate( + sens_value = forcats::fct_reorder(sens_value, grepl("μ", sens_value)) + ) + + fig <- .sim_figure_core(summary_res, base_size = base_size, + x_var = "dist_type", + x_lab = "Distribution", + facet_var = NULL, + color_var = "sens_value", + shape_var = "sens_type", + color_lab = "Parameter value", + shape_lab = "Sensitivity") + + fig & guides(color = guide_legend(nrow = 2, byrow = FALSE), + shape = guide_legend(nrow = 2, byrow = FALSE)) +} From 104eafa6e5405871b1f27a0f58672ce97b5782eb Mon Sep 17 00:00:00 2001 From: cm401 Date: Sun, 3 May 2026 14:52:48 +0100 Subject: [PATCH 05/10] make column wider --- R/table_utils.R | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/R/table_utils.R b/R/table_utils.R index e6fa70c..2f5c326 100644 --- a/R/table_utils.R +++ b/R/table_utils.R @@ -671,7 +671,7 @@ generate_data_table <- function( ) { stopifnot(is.list(datasets), length(datasets) > 0L, !is.null(names(datasets))) - col_spec <- "|C{4cm}|C{2.0cm}|C{2.5cm}|R{0.7cm}|C{5.5cm}|C{6cm}|" + col_spec <- "|C{4cm}|C{2.0cm}|C{2.5cm}|R{0.7cm}|C{7.3cm}|C{6cm}|" header_cells <- paste( "\\textbf{Reference}", From 816814b75b666171576d73464d2915cce36845c9 Mon Sep 17 00:00:00 2001 From: cm401 Date: Sun, 3 May 2026 14:53:08 +0100 Subject: [PATCH 06/10] extend meta-analysis --- analysis/run_meta_analysis.R | 396 +++++++++++++++++++++++++++++++++-- 1 file changed, 376 insertions(+), 20 deletions(-) diff --git a/analysis/run_meta_analysis.R b/analysis/run_meta_analysis.R index 94cbe12..d1f3fd6 100644 --- a/analysis/run_meta_analysis.R +++ b/analysis/run_meta_analysis.R @@ -159,18 +159,25 @@ dir.create(OUTDIR, showWarnings = FALSE, recursive = TRUE) ) } -# Extract tau posterior summary from the Stan lognormal fit. -# Prefers the "all" slot (matching the unfiltered meta-analysis); -# falls back to "filtered" if "all" is unavailable. -.get_stan_tau <- function(main_res, pathogen_name) { +# Extract tau posterior summary from the best-fitting Stan model. +# Best distribution is taken from model_weights (highest stacking weight). +# Prefers the "all" slot; falls back to "filtered" if "all" is unavailable. +# Returns NULL when < 5 datasets were used (tau not reliably estimated). +.get_stan_tau <- function(main_res, model_weights, pathogen_name) { pg <- main_res[[pathogen_name]] if (is.null(pg)) return(NULL) - slot_nm <- if (!is.null(pg[["all"]][["lognormal"]])) "all" - else if (!is.null(pg[["filtered"]][["lognormal"]])) "filtered" + # Identify best-fitting distribution for this pathogen + wts <- model_weights[[pathogen_name]] + best_dist <- if (!is.null(wts) && length(wts) > 0L) names(which.max(wts)) else "lognormal" + + slot_nm <- if (!is.null(pg[["all"]][[best_dist]])) "all" + else if (!is.null(pg[["filtered"]][[best_dist]])) "filtered" else return(NULL) - sfit <- pg[[slot_nm]][["lognormal"]][["fit"]] + fit_obj <- pg[[slot_nm]][[best_dist]] + if (length(fit_obj$datasets) < 5L) return(NULL) + sfit <- fit_obj$fit if (is.null(sfit)) return(NULL) s <- tryCatch( @@ -180,10 +187,11 @@ dir.create(OUTDIR, showWarnings = FALSE, recursive = TRUE) if (is.null(s)) return(NULL) list( - median = s[1, "50%"], - lo = s[1, "2.5%"], - hi = s[1, "97.5%"], - slot = slot_nm + median = s[1, "50%"], + lo = s[1, "2.5%"], + hi = s[1, "97.5%"], + slot = slot_nm, + best_dist = best_dist ) } @@ -288,13 +296,23 @@ message("\n", length(results), " pathogens analysed.") # Generate and save forest plots # ============================================================================= -# Load Stan results to annotate forest plots with Bayesian tau estimates. +# Load Stan results and model weights for the tau comparison table. stan_res_path <- here("results", "main_results.rds") -stan_res <- if (file.exists(stan_res_path)) { +weights_path <- here("results", "model_weights.rds") + +stan_res <- if (file.exists(stan_res_path)) { message("Loading Stan results from ", stan_res_path) readRDS(stan_res_path) } else { - message("main_results.rds not found — forest plots will not include Stan tau") + message("main_results.rds not found — Stan tau will not be reported") + NULL +} + +model_weights <- if (file.exists(weights_path)) { + message("Loading model weights from ", weights_path) + readRDS(weights_path) +} else { + message("model_weights.rds not found — defaulting to lognormal for Stan tau") NULL } @@ -319,7 +337,7 @@ summary_rows <- lapply(names(results), function(nm) { res <- results[[nm]] m <- res$meta - stan_tau <- if (!is.null(stan_res)) .get_stan_tau(stan_res, nm) else NULL + stan_tau <- if (!is.null(stan_res)) .get_stan_tau(stan_res, model_weights, nm) else NULL data.frame( pathogen = nm, @@ -330,10 +348,11 @@ summary_rows <- lapply(names(results), function(nm) { ci_upper = round(exp(m$upper.random), 2), I2_pct = round(m$I2 * 100, 1), metamean_tau = round(sqrt(m$tau2), 3), - stan_tau_median = if (!is.null(stan_tau)) round(stan_tau$median, 3) else NA_real_, - stan_tau_lo = if (!is.null(stan_tau)) round(stan_tau$lo, 3) else NA_real_, - stan_tau_hi = if (!is.null(stan_tau)) round(stan_tau$hi, 3) else NA_real_, - stan_slot = if (!is.null(stan_tau)) stan_tau$slot else NA_character_, + stan_tau_median = if (!is.null(stan_tau)) round(stan_tau$median, 3) else NA_real_, + stan_tau_lo = if (!is.null(stan_tau)) round(stan_tau$lo, 3) else NA_real_, + stan_tau_hi = if (!is.null(stan_tau)) round(stan_tau$hi, 3) else NA_real_, + stan_best_dist = if (!is.null(stan_tau)) stan_tau$best_dist else NA_character_, + stan_slot = if (!is.null(stan_tau)) stan_tau$slot else NA_character_, stringsAsFactors = FALSE ) }) @@ -347,7 +366,7 @@ saveRDS(results, file.path(OUTDIR, "meta_analysis_results.rds")) message("\nSummary table (metamean τ vs Stan log-normal τ):\n") print(summary_tbl[, c("pathogen", "k", "I2_pct", "metamean_tau", - "stan_tau_median", "stan_tau_lo", "stan_tau_hi")], + "stan_best_dist", "stan_tau_median", "stan_tau_lo", "stan_tau_hi")], row.names = FALSE) message("\nAll outputs written to: ", OUTDIR) @@ -379,3 +398,340 @@ Discrepancies can arise from: towards zero relative to the REML estimator. ────────────────────────────────────────────────────────────────────────────── ") + + +# ============================================================================= +# LaTeX table +# ============================================================================= + +generate_meta_analysis_table <- function( + summary_tbl, + caption = paste0( + "Classical meta-analysis of incubation period central estimates ", + "(random-effects model, log-transformed mean, \\texttt{sm = MLN}). ", + "$k$ = number of studies. ", + "Pooled mean and 95\\% confidence interval (CI) are back-transformed to days. ", + "$I^2$ measures the percentage of total variance due to between-study heterogeneity. ", + "$\\tau_{\\text{meta}}$ is the between-study SD on the log scale (REML). ", + "$\\tau_{\\text{Stan}}$ (median and 95\\% credible interval) is from the ", + "best-fitting Bayesian model (``all data'' slot), also on the log scale." + ), + label = "tab:meta_analysis" +) { + + dist_labels <- c( + lognormal = "Log-normal", + gamma = "Gamma", + weibull = "Weibull", + burr = "Burr XII", + gengamma = "Gen. Gamma" + ) + + pathogen_labels <- ddsynth:::.PATHOGEN_LABELS + group_map <- ddsynth:::.RESULT_KEY_TO_GROUP + group_order <- ddsynth:::.GROUP_ORDER + + # Format a number: fixed decimal places, dash for NA + .fmt <- function(x, d = 2) ifelse(is.na(x), "--", formatC(x, digits = d, format = "f")) + + # ── Build body rows grouped by epidemiological category ─────────────────── + body_lines <- character(0L) + first_group <- TRUE + + for (grp in group_order) { + keys_in_grp <- names(group_map)[group_map == grp] + rows_in_grp <- summary_tbl[summary_tbl$pathogen %in% keys_in_grp, , drop = FALSE] + if (nrow(rows_in_grp) == 0L) next + + # Group header row + if (!first_group) body_lines <- c(body_lines, "\\midrule") + body_lines <- c(body_lines, + paste0("\\rowcolor{gray!15}", + "\\multicolumn{7}{l}{\\textit{", grp, "}} \\\\") + ) + first_group <- FALSE + + # Data rows (order matches group_order within group) + for (i in seq_len(nrow(rows_in_grp))) { + r <- rows_in_grp[i, ] + plabel <- pathogen_labels[r$pathogen] + if (is.na(plabel)) plabel <- r$pathogen + + dist_lab <- dist_labels[r$stan_best_dist] + if (is.na(dist_lab)) dist_lab <- r$stan_best_dist + + mean_ci <- paste0(.fmt(r$pooled_mean), " [", .fmt(r$ci_lower), ", ", .fmt(r$ci_upper), "]") + stan_ci <- if (!is.na(r$stan_tau_median)) + paste0(.fmt(r$stan_tau_median, 3), " [", .fmt(r$stan_tau_lo, 3), ", ", + .fmt(r$stan_tau_hi, 3), "]") + else "--" + + body_lines <- c(body_lines, paste0( + "\\quad ", plabel, " & ", + r$k, " & ", + mean_ci, " & ", + .fmt(r$I2_pct, 1), "\\% & ", + .fmt(r$metamean_tau, 3), " & ", + stan_ci, " & ", + dist_lab, " \\\\" + )) + } + } + + # ── Column header ────────────────────────────────────────────────────────── + col_header <- paste0( + "\\rowcolor[HTML]{F0E68C}", + "Pathogen & $k$ & ", + "\\multicolumn{1}{c}{Pooled mean [95\\% CI] (days)} & ", + "\\multicolumn{1}{c}{$I^2$} & ", + "\\multicolumn{1}{c}{$\\tau_{\\text{meta}}$} & ", + "\\multicolumn{1}{c}{$\\tau_{\\text{Stan}}$ [95\\% CrI]} & ", + "\\multicolumn{1}{c}{Best model} \\\\" + ) + + # ── Assemble full table ──────────────────────────────────────────────────── + lines <- c( + "% Requires \\usepackage{booktabs}, \\usepackage{longtable},", + "% \\usepackage[table]{xcolor} in preamble.", + "\\begin{longtable}{@{} l r l r r l l @{}}", + paste0("\\caption{", caption, "}\\label{", label, "} \\\\"), + "\\toprule", + col_header, + "\\midrule", + "\\endfirsthead", + "%", + "\\multicolumn{7}{l}{\\small\\textit{continued from previous page}} \\\\", + "\\toprule", + col_header, + "\\midrule", + "\\endhead", + "%", + "\\multicolumn{7}{r}{\\small\\textit{continued on next page}} \\\\", + "\\endfoot", + "%", + "\\bottomrule", + "\\endlastfoot", + "%", + body_lines, + "\\end{longtable}" + ) + + paste(lines, collapse = "\n") +} + +tex <- generate_meta_analysis_table(summary_tbl) +tex_path <- file.path(OUTDIR, "meta_analysis_table.tex") +writeLines(tex, tex_path) +message("LaTeX table written to: ", tex_path) +cat(tex, "\n") + + +# ============================================================================= +# Dataset composition table +# ============================================================================= + +# Classify a single dataset as "indiv" (D/E) or "sumstat" (A/B/C). +.composition_type <- function(d) { + if (!is.null(d$freq_lower) && !is.null(d$freq_upper)) return("indiv") + if (!is.null(d$freq_value) && !is.null(d$freq_count)) return("indiv") + "sumstat" +} + +# Aggregate composition stats from a list of datasets. +# Returns list(k_total, N_total, k_indiv, N_indiv, k_sumstat, N_sumstat). +.composition_stats <- function(datasets) { + k_total <- 0L; N_total <- 0L + k_indiv <- 0L; N_indiv <- 0L + k_sumstat <- 0L; N_sumstat <- 0L + + for (d in datasets) { + n <- if (!is.null(d$n)) d$n else if (!is.null(d$freq_count)) sum(d$freq_count) else NA_integer_ + tp <- .composition_type(d) + k_total <- k_total + 1L + N_total <- N_total + if (!is.na(n)) n else 0L + if (tp == "indiv") { + k_indiv <- k_indiv + 1L; N_indiv <- N_indiv + if (!is.na(n)) n else 0L + } else { + k_sumstat <- k_sumstat + 1L; N_sumstat <- N_sumstat + if (!is.na(n)) n else 0L + } + } + list(k_total=k_total, N_total=N_total, k_indiv=k_indiv, + N_indiv=N_indiv, k_sumstat=k_sumstat, N_sumstat=N_sumstat) +} + +# Format composition stats as a LaTeX data row string (6 cells, no pathogen label). +.fmt_comp_cells <- function(s) { + paste( + s$k_total, format(s$N_total, big.mark = ","), + if (s$k_indiv > 0L) s$k_indiv else "--", + if (s$k_indiv > 0L) format(s$N_indiv, big.mark = ",") else "--", + if (s$k_sumstat > 0L) s$k_sumstat else "--", + if (s$k_sumstat > 0L) format(s$N_sumstat, big.mark = ",") else "--", + sep = " & " + ) +} + +generate_dataset_composition_table <- function( + full_registry, + caption = paste0( + "Composition of incubation period datasets included in the analysis. ", + "For each pathogen (and subgroup where applicable), $k$ is the number of datasets ", + "and $N$ is the total number of individual observations. ", + "\\textit{Individual-level data} denotes datasets provided as frequency tables ", + "(exact or interval-censored); \\textit{summary statistics only} denotes datasets ", + "reported as mean $\\pm$ SD, median $\\pm$ IQR, or median $\\pm$ range." + ), + label = "tab:dataset_composition" +) { + pathogen_labels <- ddsynth:::.PATHOGEN_LABELS + subgroup_labels <- ddsynth:::.SUBGROUP_LABELS + group_map <- ddsynth:::.RESULT_KEY_TO_GROUP + group_order <- ddsynth:::.GROUP_ORDER + + # Column header (two-row: group spans on top, k/N labels below) + hdr1 <- paste0( + "\\rowcolor[HTML]{F0E68C}", + " & \\multicolumn{2}{c}{\\textbf{Total}} &", + " \\multicolumn{2}{c}{\\textbf{Individual-level}} &", + " \\multicolumn{2}{c}{\\textbf{Summary statistics only}} \\\\" + ) + hdr2 <- paste0( + "\\rowcolor[HTML]{F0E68C}", + "\\textbf{Pathogen} & $k$ & $N$ & $k$ & $N$ & $k$ & $N$ \\\\" + ) + + body_lines <- character(0L) + first_group <- TRUE + + # Index registry by pathogen name for quick lookup + reg_index <- stats::setNames( + lapply(full_registry, `[[`, "data"), + sapply(full_registry, `[[`, "name") + ) + + for (grp in group_order) { + keys_in_grp <- names(group_map)[group_map == grp] + keys_present <- intersect(keys_in_grp, names(reg_index)) + if (length(keys_present) == 0L) next + + if (!first_group) body_lines <- c(body_lines, "\\midrule") + body_lines <- c(body_lines, + paste0("\\rowcolor{gray!15}", + "\\multicolumn{7}{@{}l}{\\textbf{\\textit{", grp, "}}} \\\\") + ) + first_group <- FALSE + + first_in_group <- TRUE + for (nm in keys_in_grp) { + if (!nm %in% names(reg_index)) next + datasets <- reg_index[[nm]] + plabel <- pathogen_labels[[nm]] + if (is.null(plabel) || is.na(plabel)) plabel <- nm + + # Overall totals for this pathogen + stats_all <- .composition_stats(datasets) + + # Detect subgroups (NULL entries → NA, then omit) + sgs <- unique(na.omit(sapply(datasets, function(d) { + sg <- d$subgroup; if (is.null(sg)) NA_character_ else sg + }))) + unclass_datasets <- Filter(function(d) is.null(d$subgroup), datasets) + + # Show subgroup rows only when ≥2 distinct subgroups OR ≥1 subgroup + unclassified. + # Skip when all datasets belong to a single subgroup with no unclassified entries + # (the parent row already captures everything). + has_subgroups <- (length(sgs) >= 2L) || + (length(sgs) == 1L && length(unclass_datasets) > 0L) + + if (!first_in_group) + body_lines <- c(body_lines, "\\addlinespace[4pt]") + + body_lines <- c(body_lines, paste0( + "\\textbf{", plabel, "} & ", + .fmt_comp_cells(stats_all), " \\\\" + )) + first_in_group <- FALSE + + if (has_subgroups) { + for (sg in sgs) { + sg_datasets <- Filter(function(d) { + dsg <- d$subgroup; !is.null(dsg) && identical(dsg, sg) + }, datasets) + if (length(sg_datasets) == 0L) next + sg_stats <- .composition_stats(sg_datasets) + sg_lab <- if (!is.na(subgroup_labels[sg])) subgroup_labels[[sg]] else sg + body_lines <- c(body_lines, paste0( + "\\quad \\textit{", sg_lab, "} & ", + .fmt_comp_cells(sg_stats), " \\\\" + )) + } + if (length(unclass_datasets) > 0L) { + uc_stats <- .composition_stats(unclass_datasets) + body_lines <- c(body_lines, paste0( + "\\quad \\textit{Unclassified} & ", + .fmt_comp_cells(uc_stats), " \\\\" + )) + } + } + } + } + + # Assemble full table + lines <- c( + "% Requires \\usepackage{booktabs}, \\usepackage{longtable},", + "% \\usepackage[table]{xcolor} in preamble.", + "\\begin{longtable}{@{} l r r r r r r @{}}", + paste0("\\caption{", caption, "}\\label{", label, "} \\\\"), + "\\toprule", + hdr1, + hdr2, + "\\midrule", + "\\endfirsthead", + "%", + "\\multicolumn{7}{l}{\\small\\textit{continued from previous page}} \\\\", + "\\toprule", + hdr1, + hdr2, + "\\midrule", + "\\endhead", + "%", + "\\multicolumn{7}{r}{\\small\\textit{continued on next page}} \\\\", + "\\endfoot", + "%", + "\\bottomrule", + "\\endlastfoot", + "%", + body_lines, + "\\end{longtable}" + ) + + paste(lines, collapse = "\n") +} + +# Full registry covering all pathogens (for composition table) +full_registry <- list( + list(name = "EVD", data = datasets_EVD), + list(name = "MVD", data = datasets_MVD), + list(name = "Lassa", data = datasets_Lassa), + list(name = "CCHF", data = datasets_CCHF_extended), + list(name = "COVID_19", data = datasets_COVID_19), + list(name = "SARS", data = datasets_SARS), + list(name = "MERS", data = datasets_MERS), + list(name = "Flu", data = datasets_flu), + list(name = "Dengue", data = datasets_Dengue), + list(name = "Zika", data = datasets_Zika), + list(name = "RVF", data = datasets_RVF), + list(name = "YFV", data = datasets_YFV), + list(name = "Nipah", data = datasets_Nipah), + list(name = "Mpox", data = datasets_Mpox), + list(name = "Measles", data = datasets_Measles), + list(name = "Smallpox", data = datasets_Smallpox), + list(name = "Cholera", data = datasets_Cholera), + list(name = "Typhoid", data = datasets_typhoid) +) + +comp_tex <- generate_dataset_composition_table(full_registry) +comp_tex_path <- file.path(OUTDIR, "dataset_composition_table.tex") +writeLines(comp_tex, comp_tex_path) +message("Dataset composition table written to: ", comp_tex_path) +cat(comp_tex, "\n") From 5e4d39d1fc2585259c4457ce4e86305bdabbde2e Mon Sep 17 00:00:00 2001 From: cm401 Date: Sun, 3 May 2026 14:53:30 +0100 Subject: [PATCH 07/10] extend tests --- tests/testthat/test-datasets.R | 322 ++++++++++++++++++++++++++++++--- tests/testthat/test-utils.R | 54 ++++++ 2 files changed, 355 insertions(+), 21 deletions(-) diff --git a/tests/testthat/test-datasets.R b/tests/testthat/test-datasets.R index cca9ba3..f4cface 100644 --- a/tests/testthat/test-datasets.R +++ b/tests/testthat/test-datasets.R @@ -1,24 +1,35 @@ -# Smoke tests for built-in datasets: datasets_Nipah, datasets_MVD, datasets_EVD -# Checks structure, recognised formats, and round-trip through prepare_stan_data_from_datasets(). +# Smoke tests for all built-in datasets. +# Checks: correct type, expected entry count, all recognised summary formats, +# and a round-trip through prepare_stan_data_from_datasets(). # --------------------------------------------------------------------------- -# Helper: verify every entry has at least one recognised summary-stat combination +# Helpers # --------------------------------------------------------------------------- + .check_recognised <- function(ds, ds_name) { for (nm in names(ds)) { d <- ds[[nm]] - has_range <- !is.null(d$median) && !is.null(d$min) && !is.null(d$max) - has_iqr <- !is.null(d$median) && !is.null(d$Q1) && !is.null(d$Q3) + has_range <- !is.null(d$median) && !is.null(d$min) && !is.null(d$max) + has_iqr <- !is.null(d$median) && !is.null(d$Q1) && !is.null(d$Q3) has_mean <- !is.null(d$mean) && !is.null(d$sd) has_freq4 <- !is.null(d$freq_value) && !is.null(d$freq_count) - has_freq5 <- !is.null(d$freq_lower) && !is.null(d$freq_upper) && !is.null(d$freq_count) + has_freq5 <- !is.null(d$freq_lower) && !is.null(d$freq_upper) && + !is.null(d$freq_count) expect_true(has_range || has_iqr || has_mean || has_freq4 || has_freq5, info = paste(ds_name, nm, "has no recognised format")) } } +.round_trip <- function(ds, expected_n, ds_name) { + sd <- suppressWarnings(prepare_stan_data_from_datasets(ds, dist_type = 1)) + expect_equal(sd$n_datasets, expected_n, + info = paste(ds_name, "n_datasets mismatch")) + expect_true(all(sd$n_obs > 0), + info = paste(ds_name, "has zero-n entry")) +} + # --------------------------------------------------------------------------- -# datasets_Nipah +# datasets_Nipah (11 entries) # --------------------------------------------------------------------------- test_that("datasets_Nipah is a named list with 11 entries", { @@ -31,13 +42,11 @@ test_that("every datasets_Nipah entry has a recognised summary-stat format", { }) test_that("datasets_Nipah round-trips through prepare_stan_data_from_datasets", { - sd <- prepare_stan_data_from_datasets(datasets_Nipah, dist_type = 1) - expect_equal(sd$n_datasets, 11L) - expect_true(all(sd$n_obs > 0)) + .round_trip(datasets_Nipah, 11L, "datasets_Nipah") }) # --------------------------------------------------------------------------- -# datasets_MVD +# datasets_MVD (2 entries) # --------------------------------------------------------------------------- test_that("datasets_MVD is a named list with 2 entries", { @@ -50,13 +59,11 @@ test_that("every datasets_MVD entry has a recognised summary-stat format", { }) test_that("datasets_MVD round-trips through prepare_stan_data_from_datasets", { - sd <- suppressWarnings(prepare_stan_data_from_datasets(datasets_MVD, dist_type = 1)) - expect_equal(sd$n_datasets, 2L) - expect_true(all(sd$n_obs > 0)) + .round_trip(datasets_MVD, 2L, "datasets_MVD") }) # --------------------------------------------------------------------------- -# datasets_EVD +# datasets_EVD (11 entries) # --------------------------------------------------------------------------- test_that("datasets_EVD is a named list with 11 entries", { @@ -69,23 +76,296 @@ test_that("every datasets_EVD entry has a recognised summary-stat format", { }) test_that("datasets_EVD round-trips through prepare_stan_data_from_datasets", { - sd <- prepare_stan_data_from_datasets(datasets_EVD, dist_type = 1) - expect_equal(sd$n_datasets, 11L) - expect_true(all(sd$n_obs > 0)) + .round_trip(datasets_EVD, 11L, "datasets_EVD") +}) + +# --------------------------------------------------------------------------- +# datasets_SARS (22 entries) +# --------------------------------------------------------------------------- + +test_that("datasets_SARS is a named list with 22 entries", { + expect_type(datasets_SARS, "list") + expect_equal(length(datasets_SARS), 22L) +}) + +test_that("every datasets_SARS entry has a recognised summary-stat format", { + .check_recognised(datasets_SARS, "datasets_SARS") +}) + +test_that("datasets_SARS round-trips through prepare_stan_data_from_datasets", { + .round_trip(datasets_SARS, 22L, "datasets_SARS") +}) + +# --------------------------------------------------------------------------- +# datasets_MERS (11 entries) +# --------------------------------------------------------------------------- + +test_that("datasets_MERS is a named list with 11 entries", { + expect_type(datasets_MERS, "list") + expect_equal(length(datasets_MERS), 11L) +}) + +test_that("every datasets_MERS entry has a recognised summary-stat format", { + .check_recognised(datasets_MERS, "datasets_MERS") +}) + +test_that("datasets_MERS round-trips through prepare_stan_data_from_datasets", { + .round_trip(datasets_MERS, 11L, "datasets_MERS") +}) + +# --------------------------------------------------------------------------- +# datasets_Lassa (1 entry) +# --------------------------------------------------------------------------- + +test_that("datasets_Lassa is a named list with 1 entry", { + expect_type(datasets_Lassa, "list") + expect_equal(length(datasets_Lassa), 1L) +}) + +test_that("every datasets_Lassa entry has a recognised summary-stat format", { + .check_recognised(datasets_Lassa, "datasets_Lassa") +}) + +test_that("datasets_Lassa round-trips through prepare_stan_data_from_datasets", { + .round_trip(datasets_Lassa, 1L, "datasets_Lassa") +}) + +# --------------------------------------------------------------------------- +# datasets_Measles (12 entries) +# --------------------------------------------------------------------------- + +test_that("datasets_Measles is a named list with 12 entries", { + expect_type(datasets_Measles, "list") + expect_equal(length(datasets_Measles), 12L) +}) + +test_that("every datasets_Measles entry has a recognised summary-stat format", { + .check_recognised(datasets_Measles, "datasets_Measles") +}) + +test_that("datasets_Measles round-trips through prepare_stan_data_from_datasets", { + .round_trip(datasets_Measles, 12L, "datasets_Measles") +}) + +# --------------------------------------------------------------------------- +# datasets_Mpox (16 entries) +# --------------------------------------------------------------------------- + +test_that("datasets_Mpox is a named list with 16 entries", { + expect_type(datasets_Mpox, "list") + expect_equal(length(datasets_Mpox), 16L) +}) + +test_that("every datasets_Mpox entry has a recognised summary-stat format", { + .check_recognised(datasets_Mpox, "datasets_Mpox") +}) + +test_that("datasets_Mpox round-trips through prepare_stan_data_from_datasets", { + .round_trip(datasets_Mpox, 16L, "datasets_Mpox") +}) + +# --------------------------------------------------------------------------- +# datasets_Cholera (16 entries) +# --------------------------------------------------------------------------- + +test_that("datasets_Cholera is a named list with 16 entries", { + expect_type(datasets_Cholera, "list") + expect_equal(length(datasets_Cholera), 16L) +}) + +test_that("every datasets_Cholera entry has a recognised summary-stat format", { + .check_recognised(datasets_Cholera, "datasets_Cholera") +}) + +test_that("datasets_Cholera round-trips through prepare_stan_data_from_datasets", { + .round_trip(datasets_Cholera, 16L, "datasets_Cholera") +}) + +# --------------------------------------------------------------------------- +# datasets_RVF (2 entries) +# --------------------------------------------------------------------------- + +test_that("datasets_RVF is a named list with 2 entries", { + expect_type(datasets_RVF, "list") + expect_equal(length(datasets_RVF), 2L) +}) + +test_that("every datasets_RVF entry has a recognised summary-stat format", { + .check_recognised(datasets_RVF, "datasets_RVF") +}) + +test_that("datasets_RVF round-trips through prepare_stan_data_from_datasets", { + .round_trip(datasets_RVF, 2L, "datasets_RVF") +}) + +# --------------------------------------------------------------------------- +# datasets_CCHF (6 entries) +# --------------------------------------------------------------------------- + +test_that("datasets_CCHF is a named list with 6 entries", { + expect_type(datasets_CCHF, "list") + expect_equal(length(datasets_CCHF), 6L) +}) + +test_that("every datasets_CCHF entry has a recognised summary-stat format", { + .check_recognised(datasets_CCHF, "datasets_CCHF") +}) + +test_that("datasets_CCHF round-trips through prepare_stan_data_from_datasets", { + .round_trip(datasets_CCHF, 6L, "datasets_CCHF") +}) + +# --------------------------------------------------------------------------- +# datasets_COVID_19 (51 entries) +# --------------------------------------------------------------------------- + +test_that("datasets_COVID_19 is a named list with 51 entries", { + expect_type(datasets_COVID_19, "list") + expect_equal(length(datasets_COVID_19), 51L) +}) + +test_that("every datasets_COVID_19 entry has a recognised summary-stat format", { + .check_recognised(datasets_COVID_19, "datasets_COVID_19") +}) + +test_that("datasets_COVID_19 round-trips through prepare_stan_data_from_datasets", { + .round_trip(datasets_COVID_19, 51L, "datasets_COVID_19") +}) + +# --------------------------------------------------------------------------- +# datasets_Dengue (14 entries) +# --------------------------------------------------------------------------- + +test_that("datasets_Dengue is a named list with 14 entries", { + expect_type(datasets_Dengue, "list") + expect_equal(length(datasets_Dengue), 14L) +}) + +test_that("every datasets_Dengue entry has a recognised summary-stat format", { + .check_recognised(datasets_Dengue, "datasets_Dengue") +}) + +test_that("datasets_Dengue round-trips through prepare_stan_data_from_datasets", { + .round_trip(datasets_Dengue, 14L, "datasets_Dengue") +}) + +# --------------------------------------------------------------------------- +# datasets_YFV (3 entries) +# --------------------------------------------------------------------------- + +test_that("datasets_YFV is a named list with 3 entries", { + expect_type(datasets_YFV, "list") + expect_equal(length(datasets_YFV), 3L) +}) + +test_that("every datasets_YFV entry has a recognised summary-stat format", { + .check_recognised(datasets_YFV, "datasets_YFV") +}) + +test_that("datasets_YFV round-trips through prepare_stan_data_from_datasets", { + .round_trip(datasets_YFV, 3L, "datasets_YFV") +}) + +# --------------------------------------------------------------------------- +# datasets_flu (14 entries) +# --------------------------------------------------------------------------- + +test_that("datasets_flu is a named list with 14 entries", { + expect_type(datasets_flu, "list") + expect_equal(length(datasets_flu), 14L) +}) + +test_that("every datasets_flu entry has a recognised summary-stat format", { + .check_recognised(datasets_flu, "datasets_flu") +}) + +test_that("datasets_flu round-trips through prepare_stan_data_from_datasets", { + .round_trip(datasets_flu, 14L, "datasets_flu") +}) + +# --------------------------------------------------------------------------- +# datasets_typhoid (22 entries) +# --------------------------------------------------------------------------- + +test_that("datasets_typhoid is a named list with 22 entries", { + expect_type(datasets_typhoid, "list") + expect_equal(length(datasets_typhoid), 22L) +}) + +test_that("every datasets_typhoid entry has a recognised summary-stat format", { + .check_recognised(datasets_typhoid, "datasets_typhoid") +}) + +test_that("datasets_typhoid round-trips through prepare_stan_data_from_datasets", { + .round_trip(datasets_typhoid, 22L, "datasets_typhoid") +}) + +# --------------------------------------------------------------------------- +# datasets_Smallpox (4 entries) +# --------------------------------------------------------------------------- + +test_that("datasets_Smallpox is a named list with 4 entries", { + expect_type(datasets_Smallpox, "list") + expect_equal(length(datasets_Smallpox), 4L) +}) + +test_that("every datasets_Smallpox entry has a recognised summary-stat format", { + .check_recognised(datasets_Smallpox, "datasets_Smallpox") +}) + +test_that("datasets_Smallpox round-trips through prepare_stan_data_from_datasets", { + .round_trip(datasets_Smallpox, 4L, "datasets_Smallpox") +}) + +# --------------------------------------------------------------------------- +# datasets_Zika (2 entries) +# --------------------------------------------------------------------------- + +test_that("datasets_Zika is a named list with 2 entries", { + expect_type(datasets_Zika, "list") + expect_equal(length(datasets_Zika), 2L) +}) + +test_that("every datasets_Zika entry has a recognised summary-stat format", { + .check_recognised(datasets_Zika, "datasets_Zika") +}) + +test_that("datasets_Zika round-trips through prepare_stan_data_from_datasets", { + .round_trip(datasets_Zika, 2L, "datasets_Zika") }) # --------------------------------------------------------------------------- -# source fields (all datasets) +# Source fields: all datasets # --------------------------------------------------------------------------- test_that("every source field that is present is a non-empty character string", { - all_ds <- list(Nipah = datasets_Nipah, MVD = datasets_MVD, EVD = datasets_EVD) + all_ds <- list( + Nipah = datasets_Nipah, + MVD = datasets_MVD, + EVD = datasets_EVD, + SARS = datasets_SARS, + MERS = datasets_MERS, + Lassa = datasets_Lassa, + Measles = datasets_Measles, + Mpox = datasets_Mpox, + Cholera = datasets_Cholera, + RVF = datasets_RVF, + CCHF = datasets_CCHF, + COVID_19 = datasets_COVID_19, + Dengue = datasets_Dengue, + YFV = datasets_YFV, + flu = datasets_flu, + typhoid = datasets_typhoid, + Smallpox = datasets_Smallpox, + Zika = datasets_Zika + ) for (ds_name in names(all_ds)) { for (nm in names(all_ds[[ds_name]])) { src <- all_ds[[ds_name]][[nm]]$source if (!is.null(src)) { expect_type(src, "character") - expect_gt(nchar(src), 0) + expect_gt(nchar(src), 0, + label = paste(ds_name, nm, "source")) } } } diff --git a/tests/testthat/test-utils.R b/tests/testthat/test-utils.R index 929727a..6e968b5 100644 --- a/tests/testthat/test-utils.R +++ b/tests/testthat/test-utils.R @@ -12,3 +12,57 @@ test_that("check_scalar rejects non-scalars", { expect_error(ddsynth:::check_scalar("a"), "single finite") expect_silent(ddsynth:::check_scalar(3.14)) }) + +# make_stan_init_fn ----------------------------------------------------------- + +test_that("make_stan_init_fn returns a function", { + sd <- suppressWarnings( + prepare_stan_data_from_datasets( + list(d1 = list(median = 7, min = 3, max = 14, n = 20)), + dist_type = 1 + ) + ) + init_fn <- make_stan_init_fn(sd) + expect_true(is.function(init_fn)) +}) + +test_that("make_stan_init_fn closure returns a list with required names", { + sd <- suppressWarnings( + prepare_stan_data_from_datasets( + list(d1 = list(median = 7, min = 3, max = 14, n = 20), + d2 = list(median = 9, min = 5, max = 16, n = 30)), + dist_type = 1 + ) + ) + init <- make_stan_init_fn(sd)() + expect_named(init, c("mu0", "log_tau", "log_phi", "log_kappa", "loc_d_raw"), + ignore.order = TRUE) +}) + +test_that("make_stan_init_fn initialises parameters from stan_data", { + sd <- suppressWarnings( + prepare_stan_data_from_datasets( + list(d1 = list(median = 7, min = 3, max = 14, n = 20), + d2 = list(median = 9, min = 5, max = 16, n = 30)), + dist_type = 1 + ) + ) + init <- make_stan_init_fn(sd)() + expect_equal(init$mu0, sd$mu0_mean) + expect_equal(init$log_tau, sd$log_tau_mean) + expect_equal(init$log_phi, sd$log_phi_mean) + expect_equal(init$log_kappa, sd$log_kappa_mean) +}) + +test_that("make_stan_init_fn sets loc_d_raw to zero vector of length n_datasets", { + sd <- suppressWarnings( + prepare_stan_data_from_datasets( + list(d1 = list(median = 7, min = 3, max = 14, n = 20), + d2 = list(median = 9, min = 5, max = 16, n = 30), + d3 = list(mean = 8, sd = 2, n = 25)), + dist_type = 1 + ) + ) + init <- make_stan_init_fn(sd)() + expect_equal(init$loc_d_raw, rep(0.0, 3L)) +}) From 5c7284a15ce694abb5789a777c3578ac04e5fc9b Mon Sep 17 00:00:00 2001 From: cm401 Date: Sun, 3 May 2026 20:18:27 +0100 Subject: [PATCH 08/10] Add export --- NAMESPACE | 2 ++ 1 file changed, 2 insertions(+) diff --git a/NAMESPACE b/NAMESPACE index 4ac80e2..937623b 100644 --- a/NAMESPACE +++ b/NAMESPACE @@ -44,6 +44,8 @@ export(generate_scenario_library) export(make_stan_init_fn) export(plot_main_figure) export(plot_main_figure_split) +export(plot_simulation_study_figure) +export(plot_simulation_study_sens_figure) export(pre_inference_checks) export(prepare_stan_data_from_datasets) export(run_simulation_study_generalized) From f86033c9080c4e120b272fb2623e7b026f47135b Mon Sep 17 00:00:00 2001 From: cm401 Date: Sun, 3 May 2026 20:19:01 +0100 Subject: [PATCH 09/10] initial revision --- man/plot_simulation_study_figure.Rd | 20 ++++++++++++++++++++ man/plot_simulation_study_sens_figure.Rd | 20 ++++++++++++++++++++ 2 files changed, 40 insertions(+) create mode 100644 man/plot_simulation_study_figure.Rd create mode 100644 man/plot_simulation_study_sens_figure.Rd diff --git a/man/plot_simulation_study_figure.Rd b/man/plot_simulation_study_figure.Rd new file mode 100644 index 0000000..dff400d --- /dev/null +++ b/man/plot_simulation_study_figure.Rd @@ -0,0 +1,20 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/ploting_utils.R +\name{plot_simulation_study_figure} +\alias{plot_simulation_study_figure} +\title{Main-text simulation study figure} +\usage{ +plot_simulation_study_figure(summary_res, base_size = 9) +} +\arguments{ +\item{summary_res}{A data frame returned by \code{create_results_summary()}.} + +\item{base_size}{Base font size passed to \code{theme_minimal()}.} +} +\value{ +A \code{patchwork} object. +} +\description{ +Assembles a five-row composite figure from the simulation study summary, +excluding sensitivity scenarios (\code{TauSens} / \code{Mu0Sens}). +} diff --git a/man/plot_simulation_study_sens_figure.Rd b/man/plot_simulation_study_sens_figure.Rd new file mode 100644 index 0000000..cc8d993 --- /dev/null +++ b/man/plot_simulation_study_sens_figure.Rd @@ -0,0 +1,20 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/ploting_utils.R +\name{plot_simulation_study_sens_figure} +\alias{plot_simulation_study_sens_figure} +\title{Supplementary simulation study figure — sensitivity scenarios} +\usage{ +plot_simulation_study_sens_figure(summary_res, base_size = 9) +} +\arguments{ +\item{summary_res}{A data frame returned by \code{create_results_summary()}.} + +\item{base_size}{Base font size passed to \code{theme_minimal()}.} +} +\value{ +A \code{patchwork} object. +} +\description{ +Same layout as \code{plot_simulation_study_figure()} but restricted to +\code{TauSens} and \code{Mu0Sens} scenarios. +} From 7e322e5092d69653ceaaa4e368696b070099941a Mon Sep 17 00:00:00 2001 From: cm401 Date: Sun, 3 May 2026 20:38:39 +0100 Subject: [PATCH 10/10] fix comment --- analysis/run_meta_analysis.R | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/analysis/run_meta_analysis.R b/analysis/run_meta_analysis.R index d1f3fd6..8efa316 100644 --- a/analysis/run_meta_analysis.R +++ b/analysis/run_meta_analysis.R @@ -364,7 +364,7 @@ write.csv(summary_tbl, saveRDS(results, file.path(OUTDIR, "meta_analysis_results.rds")) -message("\nSummary table (metamean τ vs Stan log-normal τ):\n") +message("\nSummary table (metamean τ vs Stan τ from best-fitting distribution):\n") print(summary_tbl[, c("pathogen", "k", "I2_pct", "metamean_tau", "stan_best_dist", "stan_tau_median", "stan_tau_lo", "stan_tau_hi")], row.names = FALSE)