diff --git a/benchmarks/R/benchmark_survey_crossvalidation.R b/benchmarks/R/benchmark_survey_crossvalidation.R new file mode 100644 index 00000000..c0071dff --- /dev/null +++ b/benchmarks/R/benchmark_survey_crossvalidation.R @@ -0,0 +1,579 @@ +#!/usr/bin/env Rscript +# Benchmark: Survey Cross-Validation (R `survey` + `did` packages) +# +# Generates golden values for cross-validation of diff-diff's survey +# variance estimates against R's authoritative implementations. +# +# Tier 1: svyglm() for basic DiD under complex survey designs +# Tier 2: did::att_gt() with survey weights for CallawaySantAnna +# Tier 3: svrepdesign() + svyglm() for BRR replicate weights +# +# Usage: +# Rscript benchmark_survey_crossvalidation.R +# +# References: +# Lumley, T. (2004). "Analysis of Complex Survey Samples." JSS 9(8). +# Binder, D.A. (1983). "On the Variances of Asymptotically Normal Estimators +# from Complex Surveys." International Statistical Review 51(3). + +library(survey) +library(jsonlite) + +cat("=== Survey Cross-Validation Benchmark Generator ===\n\n") + +# --- Output directory --- +output_dir <- file.path(dirname(dirname(getwd())), "benchmarks", "data", "synthetic") +if (!dir.exists(output_dir)) { + output_dir <- "benchmarks/data/synthetic" +} +if (!dir.exists(output_dir)) { + dir.create(output_dir, recursive = TRUE) +} + +results <- list() + +# --------------------------------------------------------------------------- +# Data Generation: 2x2 DiD with complex survey structure +# --------------------------------------------------------------------------- + +generate_survey_did_data <- function(seed, n_units = 200, att_true = 5.0, + include_covariates = FALSE) { + set.seed(seed) + + # 4 strata with unequal sizes + strata_sizes <- c(30, 40, 60, 70) # total = 200 units + n_strata <- length(strata_sizes) + stopifnot(sum(strata_sizes) == n_units) + + # PSU assignment: 2-3 PSUs per stratum, globally unique IDs + # Stratum 1: 2 PSUs, Stratum 2: 2 PSUs, Stratum 3: 3 PSUs, Stratum 4: 3 PSUs + psu_per_stratum <- c(2, 2, 3, 3) # total = 10 PSUs + fpc_values <- c(100, 150, 200, 250) # population sizes per stratum + + # Build unit-level data + unit_id <- integer(0) + stratum <- integer(0) + psu <- integer(0) + fpc <- numeric(0) + weight <- numeric(0) + treated <- integer(0) + unit_effect <- numeric(0) + + # Covariates (generated at unit level) + x1_vals <- numeric(0) + x2_vals <- numeric(0) + + global_psu_id <- 0 + unit_counter <- 0 + + for (h in 1:n_strata) { + n_h <- strata_sizes[h] + n_psu_h <- psu_per_stratum[h] + fpc_h <- fpc_values[h] + w_h <- fpc_h / n_h # inverse selection probability weight + + # Assign units to PSUs within stratum (roughly equal) + psu_assignment <- rep(1:n_psu_h, length.out = n_h) + + for (i in 1:n_h) { + unit_counter <- unit_counter + 1 + unit_id <- c(unit_id, unit_counter) + stratum <- c(stratum, h) + psu <- c(psu, global_psu_id + psu_assignment[i]) + fpc <- c(fpc, fpc_h) + weight <- c(weight, w_h) + + # Treatment: first half of each stratum is treated + is_treated <- as.integer(i <= n_h / 2) + treated <- c(treated, is_treated) + + # Unit-level heterogeneity + ue <- rnorm(1, 0, 2) + unit_effect <- c(unit_effect, ue) + + # Covariates + if (include_covariates) { + x1_i <- rnorm(1) + 0.5 * is_treated # correlated with treatment + x2_i <- as.integer(runif(1) < (0.3 + 0.1 * h)) # correlated with stratum + x1_vals <- c(x1_vals, x1_i) + x2_vals <- c(x2_vals, x2_i) + } + } + global_psu_id <- global_psu_id + n_psu_h + } + + # Expand to panel: 2 periods (0 = pre, 1 = post) + n_obs <- n_units * 2 + rows <- data.frame( + unit = rep(unit_id, each = 2), + period = rep(c(0L, 1L), times = n_units), + treated = rep(treated, each = 2), + post = rep(c(0L, 1L), times = n_units), + stratum = rep(stratum, each = 2), + psu = rep(psu, each = 2), + fpc = rep(fpc, each = 2), + weight = rep(weight, each = 2) + ) + + # DGP: outcome = 10 + unit_effect + 5*post + att*treated*post [+ covariates] + noise + ue_expanded <- rep(unit_effect, each = 2) + noise <- rnorm(n_obs, 0, 1) + + rows$outcome <- 10 + ue_expanded + 5 * rows$post + + att_true * rows$treated * rows$post + noise + + if (include_covariates) { + rows$x1 <- rep(x1_vals, each = 2) + rows$x2 <- rep(x2_vals, each = 2) + # Add covariate effects to outcome + rows$outcome <- rows$outcome + 2 * rows$x1 + 1.5 * rows$x2 + } + + return(rows) +} + +# --------------------------------------------------------------------------- +# Helper: extract svyglm results for the interaction term +# --------------------------------------------------------------------------- + +extract_svyglm_results <- function(model, design, coef_name = "treated:post") { + coefs <- coef(model) + ses <- SE(model) + idx <- which(names(coefs) == coef_name) + + att <- as.numeric(coefs[idx]) + se <- as.numeric(ses[idx]) + t_stat <- att / se + df <- degf(design) + + # Compute CI manually — confint.svyglm returns [-Inf, Inf] when + # n_params > df, but the manual t-quantile computation is correct. + t_crit <- qt(0.975, df) + ci_lower <- att - t_crit * se + ci_upper <- att + t_crit * se + + list( + att = att, + se = se, + t_stat = t_stat, + df = df, + ci_lower = ci_lower, + ci_upper = ci_upper + ) +} + +# --------------------------------------------------------------------------- +# Tier 1: svyglm DiD under various survey designs +# --------------------------------------------------------------------------- + +cat("--- Tier 1: svyglm DiD ---\n") + +tier1_configs <- list( + # Design variants at seed=42 + list(key = "strata_psu_fpc_s42", seed = 42, design_type = "strata_psu_fpc", + covariates = FALSE), + list(key = "strata_psu_nofpc_s42", seed = 42, design_type = "strata_psu_nofpc", + covariates = FALSE), + list(key = "weights_only_s42", seed = 42, design_type = "weights_only", + covariates = FALSE), + list(key = "strata_only_s42", seed = 42, design_type = "strata_only", + covariates = FALSE), + + # Covariate variant at seed=42 + list(key = "strata_psu_fpc_cov_s42", seed = 42, design_type = "strata_psu_fpc", + covariates = TRUE), + + # Multi-seed robustness (full design, no covariates) + list(key = "strata_psu_fpc_s123", seed = 123, design_type = "strata_psu_fpc", + covariates = FALSE), + list(key = "strata_psu_fpc_s789", seed = 789, design_type = "strata_psu_fpc", + covariates = FALSE) +) + +for (cfg in tier1_configs) { + cat(sprintf(" Running scenario: %s ...\n", cfg$key)) + + data <- generate_survey_did_data( + seed = cfg$seed, + include_covariates = cfg$covariates + ) + + # Construct survey design based on type + design <- switch(cfg$design_type, + "strata_psu_fpc" = svydesign( + ids = ~psu, strata = ~stratum, fpc = ~fpc, weights = ~weight, data = data + ), + "strata_psu_nofpc" = svydesign( + ids = ~psu, strata = ~stratum, weights = ~weight, data = data + ), + "weights_only" = svydesign( + ids = ~1, weights = ~weight, data = data + ), + "strata_only" = svydesign( + ids = ~1, strata = ~stratum, weights = ~weight, data = data + ) + ) + + # Verify weights survived construction + design_weights <- weights(design) + weight_match <- all.equal(as.numeric(design_weights), data$weight, tolerance = 1e-10) + if (!isTRUE(weight_match)) { + cat(sprintf(" WARNING: weights changed during svydesign construction: %s\n", + weight_match)) + } + + # Fit model + if (cfg$covariates) { + model <- svyglm(outcome ~ treated * post + x1 + x2, design = design) + } else { + model <- svyglm(outcome ~ treated * post, design = design) + } + + est <- extract_svyglm_results(model, design) + + # Also compute naive (unweighted) estimate for reference + if (cfg$covariates) { + naive <- lm(outcome ~ treated * post + x1 + x2, data = data) + } else { + naive <- lm(outcome ~ treated * post, data = data) + } + naive_coefs <- coef(naive) + naive_ses <- summary(naive)$coefficients[, "Std. Error"] + naive_idx <- which(names(naive_coefs) == "treated:post") + + # Build data export (as lists for JSON) + data_export <- list( + unit = as.list(data$unit), + period = as.list(data$period), + treated = as.list(data$treated), + post = as.list(data$post), + outcome = as.list(data$outcome), + stratum = as.list(data$stratum), + psu = as.list(data$psu), + fpc = as.list(data$fpc), + weight = as.list(data$weight) + ) + if (cfg$covariates) { + data_export$x1 <- as.list(data$x1) + data_export$x2 <- as.list(data$x2) + } + + results[[cfg$key]] <- list( + estimator = "survey::svyglm", + design_type = cfg$design_type, + seed = cfg$seed, + has_covariates = cfg$covariates, + n_units = 200, + n_periods = 2, + n_obs = nrow(data), + att = est$att, + se = est$se, + t_stat = est$t_stat, + df = est$df, + ci_lower = est$ci_lower, + ci_upper = est$ci_upper, + n_strata = length(unique(data$stratum)), + n_psu = length(unique(data$psu)), + att_naive = as.numeric(naive_coefs[naive_idx]), + se_naive = as.numeric(naive_ses[naive_idx]), + data = data_export + ) + + cat(sprintf(" ATT = %.6f, SE = %.6f, df = %d\n", est$att, est$se, est$df)) + cat(sprintf(" CI = [%.6f, %.6f]\n", est$ci_lower, est$ci_upper)) +} + +# --------------------------------------------------------------------------- +# Tier 2: CallawaySantAnna with survey weights +# --------------------------------------------------------------------------- + +cat("\n--- Tier 2: CallawaySantAnna with survey weights ---\n") + +# Check if 'did' package is available +has_did <- requireNamespace("did", quietly = TRUE) + +if (has_did) { + library(did) + + generate_cs_survey_data <- function(seed, n_units = 300) { + set.seed(seed) + + # 3 cohorts: first_treat=2, first_treat=3, never-treated (Inf) + # 100 units each + n_per_group <- n_units / 3 + stopifnot(n_per_group == floor(n_per_group)) + + # 3 strata of 100 units each, weights vary + strata_weights <- c(2.0, 3.5, 5.0) + + unit_id <- 1:n_units + first_treat <- c(rep(2, n_per_group), rep(3, n_per_group), rep(Inf, n_per_group)) + stratum <- rep(1:3, each = n_per_group) + w <- strata_weights[stratum] + + # Covariate: continuous, correlated with treatment timing + x1 <- rnorm(n_units) + ifelse(is.finite(first_treat), 0.3 * first_treat, 0) + + # Unit effects + unit_eff <- rnorm(n_units, 0, 2) + + # Expand to panel: 4 periods (1-4) + periods <- 1:4 + rows <- expand.grid(unit = unit_id, period = periods) + rows <- rows[order(rows$unit, rows$period), ] + + rows$first_treat <- first_treat[rows$unit] + rows$stratum <- stratum[rows$unit] + rows$weight <- w[rows$unit] + rows$x1 <- x1[rows$unit] + + # Treatment indicator + rows$treated <- as.integer( + is.finite(rows$first_treat) & rows$period >= rows$first_treat + ) + + # Outcome DGP: ATT = 3.0 for each post-treatment period + att_true <- 3.0 + rows$outcome <- 10 + unit_eff[rows$unit] + 2 * rows$period + + att_true * rows$treated + rnorm(nrow(rows), 0, 1) + + # Add covariate effect + rows$outcome <- rows$outcome + 1.5 * rows$x1 + + return(rows) + } + + cs_data <- generate_cs_survey_data(seed = 42) + + cs_scenarios <- list( + list(key = "cs_weighted_nocov", xformla = ~1, cov_name = NULL), + list(key = "cs_weighted_cov", xformla = ~x1, cov_name = "x1") + ) + + for (cs_cfg in cs_scenarios) { + cat(sprintf(" Running scenario: %s ...\n", cs_cfg$key)) + + out <- tryCatch({ + att_gt( + yname = "outcome", + tname = "period", + idname = "unit", + gname = "first_treat", + data = cs_data, + weightsname = "weight", + est_method = "reg", + xformla = cs_cfg$xformla, + control_group = "nevertreated", + base_period = "varying", + bstrap = FALSE, + cband = FALSE + ) + }, error = function(e) { + cat(sprintf(" ERROR: %s\n", e$message)) + return(NULL) + }) + + if (is.null(out)) next + + # Simple aggregation + agg <- aggte(out, type = "simple") + + # Export group-time effects, sorted by (group, time) for stable comparison + gt_results <- data.frame( + group = out$group, + time = out$t, + att = out$att, + se = out$se + ) + gt_results <- gt_results[order(gt_results$group, gt_results$time), ] + + # Data export + cs_data_export <- list( + unit = as.list(cs_data$unit), + period = as.list(cs_data$period), + first_treat = as.list(cs_data$first_treat), + outcome = as.list(cs_data$outcome), + weight = as.list(cs_data$weight), + x1 = as.list(cs_data$x1), + stratum = as.list(cs_data$stratum) + ) + + results[[cs_cfg$key]] <- list( + estimator = "did::att_gt", + design_type = "cs_weighted", + seed = 42, + estimation_method = "reg", + control_group = "nevertreated", + has_covariates = !is.null(cs_cfg$cov_name), + covariate_formula = deparse(cs_cfg$xformla), + n_units = 300, + n_periods = 4, + n_obs = nrow(cs_data), + gt_groups = as.list(gt_results$group), + gt_periods = as.list(gt_results$time), + gt_att = as.list(gt_results$att), + gt_se = as.list(gt_results$se), + overall_att = agg$overall.att, + overall_se = agg$overall.se, + data = cs_data_export + ) + + cat(sprintf(" Overall ATT = %.6f, SE = %.6f\n", + agg$overall.att, agg$overall.se)) + cat(sprintf(" %d group-time cells\n", nrow(gt_results))) + } +} else { + cat(" SKIPPED: 'did' package not available\n") +} + +# --------------------------------------------------------------------------- +# Tier 3: BRR replicate weights +# --------------------------------------------------------------------------- + +cat("\n--- Tier 3: BRR replicate weights ---\n") + +generate_brr_data <- function(seed, n_units = 200, att_true = 5.0) { + # BRR requires exactly 2 PSUs per stratum + set.seed(seed) + + n_strata <- 4 + strata_sizes <- c(50, 50, 50, 50) # equal for BRR simplicity + psu_per_stratum <- rep(2, n_strata) # exactly 2 PSUs per stratum + fpc_values <- c(200, 300, 400, 500) + + unit_id <- integer(0) + stratum <- integer(0) + psu <- integer(0) + fpc <- numeric(0) + weight <- numeric(0) + treated <- integer(0) + unit_effect <- numeric(0) + + global_psu_id <- 0 + unit_counter <- 0 + + for (h in 1:n_strata) { + n_h <- strata_sizes[h] + n_psu_h <- psu_per_stratum[h] + fpc_h <- fpc_values[h] + w_h <- fpc_h / n_h + + psu_assignment <- rep(1:n_psu_h, length.out = n_h) + + for (i in 1:n_h) { + unit_counter <- unit_counter + 1 + unit_id <- c(unit_id, unit_counter) + stratum <- c(stratum, h) + psu <- c(psu, global_psu_id + psu_assignment[i]) + fpc <- c(fpc, fpc_h) + weight <- c(weight, w_h) + is_treated <- as.integer(i <= n_h / 2) + treated <- c(treated, is_treated) + unit_effect <- c(unit_effect, rnorm(1, 0, 2)) + } + global_psu_id <- global_psu_id + n_psu_h + } + + # Panel: 2 periods + rows <- data.frame( + unit = rep(unit_id, each = 2), + period = rep(c(0L, 1L), times = n_units), + treated = rep(treated, each = 2), + post = rep(c(0L, 1L), times = n_units), + stratum = rep(stratum, each = 2), + psu = rep(psu, each = 2), + fpc = rep(fpc, each = 2), + weight = rep(weight, each = 2) + ) + + ue_expanded <- rep(unit_effect, each = 2) + noise <- rnorm(nrow(rows), 0, 1) + rows$outcome <- 10 + ue_expanded + 5 * rows$post + + att_true * rows$treated * rows$post + noise + + return(rows) +} + +cat(" Running scenario: brr_replicate ...\n") + +brr_data <- generate_brr_data(seed = 42) + +# Create base design +base_design <- svydesign( + ids = ~psu, strata = ~stratum, fpc = ~fpc, weights = ~weight, data = brr_data +) + +# Convert to BRR replicate design +brr_design <- as.svrepdesign(base_design, type = "BRR") + +# Fit model +brr_model <- svyglm(outcome ~ treated * post, design = brr_design) + +brr_est <- extract_svyglm_results(brr_model, brr_design) + +# Extract replicate weights (analysis weights = combined weights) +rep_weights <- weights(brr_design, type = "analysis") +n_replicates <- ncol(rep_weights) + +# Export replicate weights as list of columns +rep_weight_export <- list() +for (r in 1:n_replicates) { + rep_weight_export[[paste0("rep_", r - 1)]] <- as.list(rep_weights[, r]) +} + +# Data export +brr_data_export <- list( + unit = as.list(brr_data$unit), + period = as.list(brr_data$period), + treated = as.list(brr_data$treated), + post = as.list(brr_data$post), + outcome = as.list(brr_data$outcome), + stratum = as.list(brr_data$stratum), + psu = as.list(brr_data$psu), + fpc = as.list(brr_data$fpc), + weight = as.list(brr_data$weight) +) + +results[["brr_replicate"]] <- list( + estimator = "survey::svyglm (svrepdesign)", + design_type = "brr_replicate", + seed = 42, + n_units = 200, + n_periods = 2, + n_obs = nrow(brr_data), + att = brr_est$att, + se = brr_est$se, + t_stat = brr_est$t_stat, + df = brr_est$df, + ci_lower = brr_est$ci_lower, + ci_upper = brr_est$ci_upper, + n_strata = length(unique(brr_data$stratum)), + n_psu = length(unique(brr_data$psu)), + n_replicates = n_replicates, + scale = brr_design$scale, + rscales = as.list(brr_design$rscales), + replicate_weights = rep_weight_export, + data = brr_data_export +) + +cat(sprintf(" ATT = %.6f, SE = %.6f, df = %d\n", + brr_est$att, brr_est$se, brr_est$df)) +cat(sprintf(" %d BRR replicates\n", n_replicates)) + +# --------------------------------------------------------------------------- +# Save results +# --------------------------------------------------------------------------- + +json_path <- file.path(output_dir, "survey_crossvalidation_r_results.json") +writeLines(toJSON(results, auto_unbox = TRUE, pretty = TRUE, digits = 10), json_path) +cat(sprintf("\nResults saved to: %s\n", json_path)) + +# Summary +cat("\n=== Summary ===\n") +cat(sprintf("Tier 1: %d scenarios (svyglm)\n", + sum(sapply(results, function(x) x$estimator == "survey::svyglm")))) +cat(sprintf("Tier 2: %d scenarios (did::att_gt)\n", + sum(sapply(results, function(x) x$estimator == "did::att_gt")))) +cat(sprintf("Tier 3: %d scenarios (svrepdesign)\n", + sum(sapply(results, function(x) grepl("svrepdesign", x$estimator))))) +cat("Done.\n") diff --git a/benchmarks/R/requirements.R b/benchmarks/R/requirements.R index 24b0b57e..1dff6666 100644 --- a/benchmarks/R/requirements.R +++ b/benchmarks/R/requirements.R @@ -11,6 +11,7 @@ required_packages <- c( "HonestDiD", # Rambachan & Roth (2023) sensitivity analysis "fixest", # Fast TWFE and basic DiD "triplediff", # Ortiz-Villavicencio & Sant'Anna (2025) triple difference + "survey", # Lumley (2004) complex survey analysis # Utilities "jsonlite", # JSON output for Python interop diff --git a/benchmarks/data/synthetic/survey_crossvalidation_r_results.json b/benchmarks/data/synthetic/survey_crossvalidation_r_results.json new file mode 100644 index 00000000..479a5b54 --- /dev/null +++ b/benchmarks/data/synthetic/survey_crossvalidation_r_results.json @@ -0,0 +1,50069 @@ +{ + "strata_psu_fpc_s42": { + "estimator": "survey::svyglm", + "design_type": "strata_psu_fpc", + "seed": 42, + "has_covariates": false, + "n_units": 200, + "n_periods": 2, + "n_obs": 400, + "att": 4.9086547847, + "se": 0.094538091214, + "t_stat": 51.922507866, + "df": 6, + "ci_lower": 4.6773284089, + "ci_upper": 5.1399811605, + "n_strata": 4, + "n_psu": 10, + "att_naive": 4.9099391236, + "se_naive": 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+ 10, + 10 + ] + } + } +} diff --git a/tests/test_survey_r_crossvalidation.py b/tests/test_survey_r_crossvalidation.py new file mode 100644 index 00000000..99b04b00 --- /dev/null +++ b/tests/test_survey_r_crossvalidation.py @@ -0,0 +1,446 @@ +"""Cross-validation tests: diff-diff survey variance vs R's survey package. + +Compares ATT, SE, df, and CI from diff-diff's Taylor Series Linearization +(TSL) variance against pre-computed golden values from R's authoritative +``survey::svyglm()`` (Lumley 2004). + +Tier 1: DifferenceInDifferences + svyglm under 4 design variants + covariates + 3 seeds +Tier 2: CallawaySantAnna + did::att_gt with survey weights (ATT only) +Tier 3: BRR replicate weights via LinearRegression + svrepdesign + +JSON fixtures generated by: benchmarks/R/benchmark_survey_crossvalidation.R +""" + +import json +from pathlib import Path + +import numpy as np +import pandas as pd +import pytest + +from diff_diff import CallawaySantAnna, DifferenceInDifferences, SurveyDesign +from diff_diff.twfe import TwoWayFixedEffects + +BENCHMARK_DIR = Path(__file__).parent.parent / "benchmarks" / "data" / "synthetic" +RESULTS_FILE = BENCHMARK_DIR / "survey_crossvalidation_r_results.json" + +# Tolerances +ATT_RTOL = 1e-4 +ATT_ATOL = 0.01 +SE_RTOL = 0.01 # 1% +SE_ATOL = 0.05 +CI_RTOL = 0.01 +CI_ATOL = 0.05 + + +def _assert_close(py_val, r_val, rtol, atol, label): + """Assert values are close with informative error message.""" + if np.isnan(r_val): + return + diff = abs(py_val - r_val) + threshold = max(atol, rtol * abs(r_val)) + assert diff < threshold, ( + f"{label}: Python={py_val:.6f}, R={r_val:.6f}, " + f"diff={diff:.6f}, threshold={threshold:.6f} " + f"(rtol={rtol}, atol={atol})" + ) + + +@pytest.fixture(scope="module") +def r_results(): + """Load pre-computed R golden values.""" + if not RESULTS_FILE.exists(): + pytest.skip( + f"R benchmark file not found: {RESULTS_FILE}. " + "Run: Rscript benchmarks/R/benchmark_survey_crossvalidation.R" + ) + with open(RESULTS_FILE) as f: + return json.load(f) + + +def _load_scenario_data(scenario): + """Extract DataFrame from a scenario's embedded data dict.""" + data = scenario["data"] + df = pd.DataFrame( + { + col: vals + for col, vals in data.items() + } + ) + # Handle R's Inf serialization (jsonlite writes Inf as "Inf" string) + if "first_treat" in df.columns: + raw = df["first_treat"] + ft = pd.to_numeric(raw, errors="coerce") + # "Inf"/"Infinity" -> inf via to_numeric; any other non-numeric -> NaN + non_numeric = ft.isna() & raw.notna() + if non_numeric.any(): + bad = raw[non_numeric].unique().tolist() + raise ValueError( + f"Unexpected non-numeric first_treat values: {bad}. " + "Expected integers or 'Inf' for never-treated." + ) + ft = ft.replace(np.inf, 0) + df["first_treat"] = ft.astype(int) + + # Ensure correct dtypes + int_cols = ["unit", "period", "treated", "post", "stratum", "psu"] + for col in int_cols: + if col in df.columns: + df[col] = df[col].astype(int) + float_cols = ["outcome", "weight", "fpc", "x1", "x2"] + for col in float_cols: + if col in df.columns: + df[col] = df[col].astype(float) + return df + + +def _build_survey_design(design_type, has_fpc=True): + """Construct the SurveyDesign for a given design type.""" + if design_type == "strata_psu_fpc": + return SurveyDesign( + weights="weight", strata="stratum", psu="psu", + fpc="fpc" if has_fpc else None, + ) + elif design_type == "strata_psu_nofpc": + return SurveyDesign(weights="weight", strata="stratum", psu="psu") + elif design_type == "weights_only": + return SurveyDesign(weights="weight") + elif design_type == "strata_only": + return SurveyDesign(weights="weight", strata="stratum") + else: + raise ValueError(f"Unknown design type: {design_type}") + + +# --------------------------------------------------------------------------- +# Tier 1: svyglm DiD — DifferenceInDifferences vs R +# --------------------------------------------------------------------------- + +TIER1_SCENARIOS = [ + # Design variants at seed=42 + "strata_psu_fpc_s42", + "strata_psu_nofpc_s42", + "weights_only_s42", + "strata_only_s42", + # Covariate variant + "strata_psu_fpc_cov_s42", + # Multi-seed robustness + "strata_psu_fpc_s123", + "strata_psu_fpc_s789", +] + + +class TestSvyglmDiD: + """Cross-validate DifferenceInDifferences survey variance vs R svyglm.""" + + def _fit_scenario(self, r_results, key): + """Fit diff-diff DiD for a given scenario and return result.""" + r = r_results[key] + data = _load_scenario_data(r) + sd = _build_survey_design(r["design_type"]) + + covariates = None + if r.get("has_covariates"): + covariates = ["x1", "x2"] + + est = DifferenceInDifferences() + result = est.fit( + data, "outcome", "treated", "post", + covariates=covariates, + survey_design=sd, + ) + return result, r + + @pytest.mark.parametrize("key", TIER1_SCENARIOS) + def test_att_matches_r(self, r_results, key): + result, r = self._fit_scenario(r_results, key) + _assert_close(result.att, r["att"], ATT_RTOL, ATT_ATOL, + f"{key} ATT") + + @pytest.mark.parametrize("key", TIER1_SCENARIOS) + def test_se_matches_r(self, r_results, key): + result, r = self._fit_scenario(r_results, key) + _assert_close(result.se, r["se"], SE_RTOL, SE_ATOL, + f"{key} SE") + + @pytest.mark.parametrize("key", TIER1_SCENARIOS) + def test_df_matches_r(self, r_results, key): + result, r = self._fit_scenario(r_results, key) + py_df = result.survey_metadata.df_survey + r_df = r["df"] + assert py_df == r_df, ( + f"{key} df: Python={py_df}, R={r_df}" + ) + + @pytest.mark.parametrize("key", TIER1_SCENARIOS) + def test_ci_matches_r(self, r_results, key): + result, r = self._fit_scenario(r_results, key) + _assert_close(result.conf_int[0], r["ci_lower"], CI_RTOL, CI_ATOL, + f"{key} CI lower") + _assert_close(result.conf_int[1], r["ci_upper"], CI_RTOL, CI_ATOL, + f"{key} CI upper") + + @pytest.mark.parametrize("key", TIER1_SCENARIOS) + def test_fpc_reduces_se(self, r_results, key): + """FPC scenario should have smaller SE than non-FPC equivalent.""" + if key != "strata_psu_fpc_s42": + pytest.skip("Only applies to strata_psu_fpc_s42") + r_fpc = r_results["strata_psu_fpc_s42"] + r_nofpc = r_results["strata_psu_nofpc_s42"] + assert r_fpc["se"] < r_nofpc["se"], ( + f"FPC SE ({r_fpc['se']:.6f}) should be < non-FPC SE ({r_nofpc['se']:.6f})" + ) + + +# --------------------------------------------------------------------------- +# Tier 1b: TWFE plumbing test +# --------------------------------------------------------------------------- + +class TestSvyglmTWFE: + """Verify TWFE survey plumbing produces correct results. + + In balanced 2x2 (2 periods, no staggered adoption), TWFE ATT + is algebraically equivalent to the pooled DiD ATT via FWL theorem. + """ + + def test_twfe_survey_produces_finite_results(self, r_results): + r = r_results["strata_psu_fpc_s42"] + data = _load_scenario_data(r) + sd = SurveyDesign(weights="weight", strata="stratum", psu="psu", fpc="fpc") + + est = TwoWayFixedEffects() + result = est.fit(data, "outcome", "treated", "period", "unit", + survey_design=sd) + + assert np.isfinite(result.att), "TWFE ATT should be finite" + assert np.isfinite(result.se), "TWFE SE should be finite" + assert result.se > 0, "TWFE SE should be positive" + + def test_twfe_df_matches_expected(self, r_results): + r = r_results["strata_psu_fpc_s42"] + data = _load_scenario_data(r) + sd = SurveyDesign(weights="weight", strata="stratum", psu="psu", fpc="fpc") + + est = TwoWayFixedEffects() + result = est.fit(data, "outcome", "treated", "period", "unit", + survey_design=sd) + + assert result.survey_metadata.df_survey == r["df"], ( + f"TWFE df: Python={result.survey_metadata.df_survey}, expected={r['df']}" + ) + + def test_twfe_att_close_to_pooled(self, r_results): + """In balanced 2x2, TWFE ATT ≈ pooled DiD ATT (FWL equivalence).""" + r = r_results["strata_psu_fpc_s42"] + data = _load_scenario_data(r) + sd = SurveyDesign(weights="weight", strata="stratum", psu="psu", fpc="fpc") + + pooled = DifferenceInDifferences().fit( + data, "outcome", "treated", "post", survey_design=sd) + twfe = TwoWayFixedEffects().fit( + data, "outcome", "treated", "period", "unit", survey_design=sd) + + _assert_close(twfe.att, pooled.att, rtol=1e-3, atol=0.01, + label="TWFE vs pooled ATT") + + +# --------------------------------------------------------------------------- +# Tier 2: CallawaySantAnna with survey weights vs R did::att_gt +# --------------------------------------------------------------------------- + +CS_SCENARIOS = ["cs_weighted_nocov", "cs_weighted_cov"] + + +class TestCSWeighted: + """Cross-validate CallawaySantAnna weighted ATT vs R did::att_gt. + + SE comparison note: R's did::att_gt does not implement design-based + variance — its SEs are survey-naive (just using weighted point estimates). + diff-diff computes design-based SEs via compute_survey_if_variance(). + Therefore we compare ATT only and verify that diff-diff's design-based + SE is finite, positive, and differs from the naive (unweighted) SE. + For cs_weighted_cov, the reg+covariates SE additionally differs due to + the documented deviation in REGISTRY.md (conservative plug-in IF vs + semiparametrically efficient IF). + """ + + def _fit_scenario(self, r_results, key): + r = r_results[key] + data = _load_scenario_data(r) + + covariates = None + if r.get("has_covariates"): + covariates = ["x1"] + + sd = SurveyDesign(weights="weight") + + est = CallawaySantAnna( + estimation_method="reg", + control_group="never_treated", + base_period="varying", + n_bootstrap=0, + ) + result = est.fit( + data, "outcome", "unit", "period", "first_treat", + covariates=covariates, + aggregate="simple", + survey_design=sd, + ) + return result, r + + @pytest.mark.parametrize("key", CS_SCENARIOS) + def test_att_matches_r_did(self, r_results, key): + """Group-time ATTs should match R's att_gt with weightsname.""" + if key not in r_results: + pytest.skip(f"Scenario {key} not in R results (did package not available)") + result, r = self._fit_scenario(r_results, key) + + py_gt = result.group_time_effects + + # Build R (group, time) -> ATT mapping, sorted for stable comparison + r_gt = { + (int(g), int(t)): att + for g, t, att in zip(r["gt_groups"], r["gt_periods"], r["gt_att"]) + } + + assert len(py_gt) == len(r_gt), ( + f"{key}: Python has {len(py_gt)} GT cells, R has {len(r_gt)}" + ) + + for (g, t), r_att in sorted(r_gt.items()): + assert (g, t) in py_gt, f"{key}: missing Python GT cell ({g},{t})" + _assert_close( + py_gt[(g, t)]["effect"], r_att, + rtol=1e-3, atol=0.05, + label=f"{key} ATT(g={g},t={t})", + ) + + @pytest.mark.parametrize("key", CS_SCENARIOS) + def test_overall_att_matches(self, r_results, key): + """Simple-aggregated overall ATT should match R.""" + if key not in r_results: + pytest.skip(f"Scenario {key} not in R results") + result, r = self._fit_scenario(r_results, key) + + _assert_close( + result.overall_att, r["overall_att"], + rtol=1e-3, atol=0.05, + label=f"{key} overall ATT", + ) + + @pytest.mark.parametrize("key", CS_SCENARIOS) + def test_se_is_design_based(self, r_results, key): + """Python SE should be positive and finite (design-based).""" + if key not in r_results: + pytest.skip(f"Scenario {key} not in R results") + result, _ = self._fit_scenario(r_results, key) + + assert np.isfinite(result.overall_se), "Overall SE should be finite" + assert result.overall_se > 0, "Overall SE should be positive" + + @pytest.mark.parametrize("key", CS_SCENARIOS) + def test_design_se_differs_from_naive(self, r_results, key): + """Design-based SE should differ from naive (unweighted) SE.""" + if key not in r_results: + pytest.skip(f"Scenario {key} not in R results") + r = r_results[key] + data = _load_scenario_data(r) + + covariates = ["x1"] if r.get("has_covariates") else None + + # With survey weights + sd = SurveyDesign(weights="weight") + est_survey = CallawaySantAnna( + estimation_method="reg", control_group="never_treated", + base_period="varying", n_bootstrap=0, + ) + result_survey = est_survey.fit( + data, "outcome", "unit", "period", "first_treat", + covariates=covariates, aggregate="simple", survey_design=sd, + ) + + # Without survey weights + est_naive = CallawaySantAnna( + estimation_method="reg", control_group="never_treated", + base_period="varying", n_bootstrap=0, + ) + result_naive = est_naive.fit( + data, "outcome", "unit", "period", "first_treat", + covariates=covariates, aggregate="simple", + ) + + assert result_survey.overall_se != result_naive.overall_se, ( + f"{key}: Design-based SE ({result_survey.overall_se:.6f}) should " + f"differ from naive SE ({result_naive.overall_se:.6f})" + ) + + +# --------------------------------------------------------------------------- +# Tier 3: BRR replicate weights +# --------------------------------------------------------------------------- + +class TestReplicateWeights: + """Cross-validate BRR replicate weight variance vs R svrepdesign.""" + + def _fit_brr(self, r_results): + r = r_results["brr_replicate"] + data = _load_scenario_data(r) + + # Add replicate weight columns from R's exported matrix + rep_weights = r["replicate_weights"] + rep_cols = sorted(rep_weights.keys()) + for col_name in rep_cols: + data[col_name] = [float(v) for v in rep_weights[col_name]] + + sd = SurveyDesign( + weights="weight", + replicate_weights=rep_cols, + replicate_method="BRR", + ) + resolved = sd.resolve(data) + + # Build design matrix manually (no intercept — LR adds it) + from diff_diff.linalg import LinearRegression + + X = np.column_stack([ + data["treated"].values.astype(float), + data["post"].values.astype(float), + (data["treated"] * data["post"]).values.astype(float), + ]) + y = data["outcome"].values.astype(float) + + reg = LinearRegression( + include_intercept=True, + survey_design=resolved, + ) + reg.fit(X, y) + + # Interaction coefficient is at index 3 (intercept=0, treated=1, post=2, treated:post=3) + return reg, r + + def test_att_matches_svrepglm(self, r_results): + if "brr_replicate" not in r_results: + pytest.skip("BRR scenario not in R results") + reg, r = self._fit_brr(r_results) + + py_att = reg.coefficients_[3] + _assert_close(py_att, r["att"], ATT_RTOL, ATT_ATOL, + "BRR ATT") + + def test_se_matches_svrepglm(self, r_results): + if "brr_replicate" not in r_results: + pytest.skip("BRR scenario not in R results") + reg, r = self._fit_brr(r_results) + + py_se = np.sqrt(reg.vcov_[3, 3]) + # Wider tolerance for replicate variance (approximate method) + _assert_close(py_se, r["se"], rtol=0.05, atol=0.1, + label="BRR SE") + + def test_df_matches_svrepglm(self, r_results): + if "brr_replicate" not in r_results: + pytest.skip("BRR scenario not in R results") + reg, r = self._fit_brr(r_results) + + assert reg.survey_df_ == r["df"], ( + f"BRR df: Python={reg.survey_df_}, R={r['df']}" + )