{ "task_id": "T2-simulation", "R": 2000, "B": 399, "n_cells": 9, "coverage": { "cr0_G5_icc0.0": 0.7805, "cr1_G5_icc0.0": 0.9115, "wcb_G5_icc0.0": 0.855, "cr0_G5_icc0.2": 0.721, "cr1_G5_icc0.2": 0.8845, "wcb_G5_icc0.2": 0.854, "cr0_G5_icc0.5": 0.717, "cr1_G5_icc0.5": 0.8755, "wcb_G5_icc0.5": 0.849, "cr0_G10_icc0.0": 0.8965, "cr1_G10_icc0.0": 0.9435, "wcb_G10_icc0.0": 0.936, "cr0_G10_icc0.2": 0.857, "cr1_G10_icc0.2": 0.9155, "wcb_G10_icc0.2": 0.9295, "cr0_G10_icc0.5": 0.853, "cr1_G10_icc0.5": 0.9065, "wcb_G10_icc0.5": 0.9325, "cr0_G30_icc0.0": 0.9275, "cr1_G30_icc0.0": 0.94, "wcb_G30_icc0.0": 0.943, "cr0_G30_icc0.2": 0.921, "cr1_G30_icc0.2": 0.935, "wcb_G30_icc0.2": 0.946, "cr0_G30_icc0.5": 0.9165, "cr1_G30_icc0.5": 0.93, "wcb_G30_icc0.5": 0.9425 }, "mc_se_coverage": { "cr0_G5_icc0.0": 0.009255262016820486, "cr1_G5_icc0.0": 0.006350895606133045, "wcb_G5_icc0.0": 0.007873214083206426, "cr0_G5_icc0.2": 0.010028933143659899, "cr1_G5_icc0.2": 0.007147018609182434, "wcb_G5_icc0.2": 0.007895695029571494, "cr0_G5_icc0.5": 0.010072512099769353, "cr1_G5_icc0.5": 0.007382403064043579, "wcb_G5_icc0.5": 0.008006216334823835, "cr0_G10_icc0.0": 0.006811304941052046, "cr1_G10_icc0.0": 0.005162739098579358, "wcb_G10_icc0.0": 0.00547284204047586, "cr0_G10_icc0.2": 0.007827866886962246, "cr1_G10_icc0.2": 0.006219314672855845, "wcb_G10_icc0.2": 0.005724061058374553, "cr0_G10_icc0.5": 0.007918049002121673, "cr1_G10_icc0.5": 0.006509905913298595, "wcb_G10_icc0.5": 0.005609979946488223, "cr0_G30_icc0.0": 0.005798437289477226, "cr1_G30_icc0.0": 0.005310367218940704, "wcb_G30_icc0.0": 0.005184158562389852, "cr0_G30_icc0.2": 0.006031542091372652, "cr1_G30_icc0.2": 0.005512485827646179, "wcb_G30_icc0.2": 0.005053909377897473, "cr0_G30_icc0.5": 0.006185780063985464, "cr1_G30_icc0.5": 0.005705260730238364, "wcb_G30_icc0.5": 0.005205465877325487 }, "rel_bias_var": { "cr0_G5_icc0.0": 0.6616434596045324, "cr1_G5_icc0.0": 0.8270543245056654, "cr0_G5_icc0.2": 0.5313958571125164, "cr1_G5_icc0.2": 0.6642448213906453, "cr0_G5_icc0.5": 0.48335023384407516, "cr1_G5_icc0.5": 0.6041877923050938, "cr0_G10_icc0.0": 0.8558047169939658, "cr1_G10_icc0.0": 0.9508941299932954, "cr0_G10_icc0.2": 0.7624366224508259, "cr1_G10_icc0.2": 0.8471518027231398, "cr0_G10_icc0.5": 0.7737432482368367, "cr1_G10_icc0.5": 0.859714720263152, "cr0_G30_icc0.0": 0.943796503270819, "cr1_G30_icc0.0": 0.9763412102801576, "cr0_G30_icc0.2": 0.9313668684580917, "cr1_G30_icc0.2": 0.9634829673704397, "cr0_G30_icc0.5": 0.9252598675851053, "cr1_G30_icc0.5": 0.9571653802604538 }, "failure_cells": [ "cr0_G5_icc0.0", "wcb_G5_icc0.0", "cr0_G5_icc0.2", "cr1_G5_icc0.2", "wcb_G5_icc0.2", "cr0_G5_icc0.5", "cr1_G5_icc0.5", "wcb_G5_icc0.5", "cr0_G10_icc0.0", "cr0_G10_icc0.2", "cr0_G10_icc0.5" ], "n_failure_cells": 11, "nominal_cells": [ "cr1_G10_icc0.0", "cr1_G30_icc0.0", "wcb_G30_icc0.0", "wcb_G30_icc0.2", "wcb_G30_icc0.5" ], "best_procedure_small_G": "cr1", "feasibility": "complete", "feasibility_reason": null, "data_issues": [ { "issue": "With G=5 and Rademacher weights only 2^5=32 distinct weight vectors exist (16 distinct |t*| values, as |t*| is invariant to w -> -w); B=399 draws therefore repeat these few values and the 0.95 quantile of |t*| is coarse.", "handling": "Kept as specified (B=399, Rademacher, random draws, numpy linear-interpolation quantile); discussed in report as a known feature of WCB with very few clusters." } ], "n_input_rows": { "design.csv": 9 }, "n_analysed": 18000, "random_seed": 20261101, "avg_coverage_G5": { "cr0": 0.7395, "cr1": 0.8905, "wcb": 0.8526666666666666 }, "mc_se_rel_bias_var": { "cr0_G5_icc0.0": 0.012963511182344976, "cr1_G5_icc0.0": 0.01620438897793122, "cr0_G5_icc0.2": 0.012975387163286884, "cr1_G5_icc0.2": 0.016219233954108608, "cr0_G5_icc0.5": 0.011854909267984598, "cr1_G5_icc0.5": 0.01481863658498075, "cr0_G10_icc0.0": 0.011793478824212352, "cr1_G10_icc0.0": 0.013103865360235948, "cr0_G10_icc0.2": 0.012887411160981703, "cr1_G10_icc0.2": 0.014319345734424112, "cr0_G10_icc0.5": 0.014100595197540216, "cr1_G10_icc0.5": 0.015667327997266903, "cr0_G30_icc0.0": 0.006765949452231232, "cr1_G30_icc0.0": 0.006999258054032309, "cr0_G30_icc0.2": 0.00853308139600021, "cr1_G30_icc0.2": 0.008827325582069187, "cr0_G30_icc0.5": 0.008700682520806436, "cr1_G30_icc0.5": 0.009000706056006657 }, "avg_coverage_G5_paired_diff": { "cr1_minus_cr0": { "diff": 0.1509999999999999, "mc_se": 0.004619864044982199 }, "cr1_minus_wcb": { "diff": 0.037833333333333385, "mc_se": 0.0034783787896010433 } }, "cells_within_2se_of_failure_line": [ "cr1_G5_icc0.0", "cr0_G10_icc0.0", "cr1_G10_icc0.5" ], "baseline_iid_coverage": { "iid_G5_icc0.0": 0.9405, "iid_G5_icc0.2": 0.46, "iid_G5_icc0.5": 0.2865, "iid_G10_icc0.0": 0.957, "iid_G10_icc0.2": 0.488, "iid_G10_icc0.5": 0.3125, "iid_G30_icc0.0": 0.9515, "iid_G30_icc0.2": 0.485, "iid_G30_icc0.5": 0.2985 }, "check_mc_var_ybar_over_exact": { "G5_icc0.0": { "mc_var_ybar_over_exact": 1.03532630144612, "mean_ybar": 0.00028867307788429486 }, "G5_icc0.2": { "mc_var_ybar_over_exact": 1.0645917096631416, "mean_ybar": 0.010497786660162045 }, "G5_icc0.5": { "mc_var_ybar_over_exact": 0.9463288431559199, "mean_ybar": -0.005763243574855418 }, "G10_icc0.0": { "mc_var_ybar_over_exact": 0.9335632526902219, "mean_ybar": -8.481537588492616e-05 }, "G10_icc0.2": { "mc_var_ybar_over_exact": 0.9685288371506661, "mean_ybar": 0.004033474563745705 }, "G10_icc0.5": { "mc_var_ybar_over_exact": 0.979581002751385, "mean_ybar": -0.0013932598375193423 }, "G30_icc0.0": { "mc_var_ybar_over_exact": 0.9985616155092211, "mean_ybar": -0.000782799084647925 }, "G30_icc0.2": { "mc_var_ybar_over_exact": 0.9393486739255914, "mean_ybar": 0.0021016344076126483 }, "G30_icc0.5": { "mc_var_ybar_over_exact": 1.0404439013279725, "mean_ybar": -0.0024768417619560603 } }, "n_degenerate_bootstrap_draws": 0, "wcb_quantile_method": "numpy.quantile linear interpolation (type 7) of |t*_b|, b=1..B", "seeds_by_cell": { "C1": 20261101, "C2": 20261102, "C3": 20261103, "C4": 20261104, "C5": 20261105, "C6": 20261106, "C7": 20261107, "C8": 20261108, "C9": 20261109 } }