{ "study_id": 21, "specification_id": "S21-P007", "source_specification_id": "LANDMINES-T2-C2-FULL-EXCL-PARTIAL", "role": "active_comparison", "published_source_location": "", "outcome_label": "", "outcome_variable": "", "treatment_label": "", "unit_fixed_effects": "", "time_fixed_effects": "", "allowed_adjustments": "", "published_weights": "", "published_clustering": "", "panel_structure": "", "design": "", "descriptive_metadata_status": "not_recorded_in_exported_source_metadata", "title": "Landmines and Spatial Development", "status": "ready", "reason": "", "config": "analyses/full-archive/configs/S21-P007.json", "input_bytes": 428806, "specification_type": "scalar", "run_status": "completed", "expanded_status": "unsupported", "expanded_reason": "No enabled adapter supports this specification; per-estimator reasons below.", "regression_result": { "schema": "did-replication-v2", "config": { "outcomes": [ "y" ], "treatments": [ "d" ], "unit": "unit", "time": "time", "cluster": "cluster", "covariates": [], "baseline_by_time": [ "baseline_x", "baseline_y", "baseline_x2", "baseline_y2", "baseline_xy", "baseline_x3", "baseline_y3", "baseline_x2y", "baseline_xy2", "baseline_ln_dist_zbw", "baseline_ln_dist_zam", "baseline_ln_dist_za", "baseline_ln_dist_mwi", "baseline_ln_dist_swz", "baseline_ln_dist_tza", "baseline_elev", "baseline_sachs", "baseline_suit" ], "weight": null, "period_step": 1, "period_values": null, "display_window": [ -10, 10 ], "seed": 20261008, "panelview_max_units": 100, "test_mode": "classical", "test_horizon": null, "post_horizon": null, "post_weighting": "observations", "sample_query": null, "reversal_policy": "drop_post_untreated", "labels": {}, "allow_repeated_cells": true, "time_fe": "archive_time_fe", "unit_fe": null, "frequency_weights": false, "source_sd": null, "require_never_control_periods": false, "latest_cohort_control": true, "slug": "s21-p007", "specification_id": "S21-P007", "source_specification_id": "LANDMINES-T2-C2-FULL-EXCL-PARTIAL", "study_id": 21, "study": "Landmines and Spatial Development", "citation": "Chiovelli et al. (2025), ECMA. https://doi.org/10.3982/ECTA17951", "description": "LANDMINES-T2-C2-FULL-EXCL-PARTIAL", "data": "analyses/full-archive/prepared/S21-P007.parquet", "output_dir": "analyses/full-archive/results/S21-P007" }, "source": { "file": "S21-P007.parquet", "bytes": 428806, "sha256": "abc5f15a42221e807aea50a6dd5a5c38a98591a88a53f3859fd66579d41d8437" }, "versions": { "pyfixest": "0.60.0", "polars": "2.0.0", "duckreg": "0.4.1", "numpy": "2.5.3", "pandas": "3.0.6" }, "specifications": { "y__d": { "sample": { "outcome": "y", "treatment": "d", "source_rows": 24504, "source_sd": 0.3549213680053363, "rows": 12766, "units": 491, "clusters": 115, "treated_units": 193, "never_treated_units": 298, "treated_cohorts": 21, "latest_cohort_control_index": null, "unique_unit_period_cells": 12766, "unsupported_prediction_rows_removed": 0, "rows_without_never_control_time_fe_removed": 0, "initially_treated_units_removed": 0, "post_adoption_untreated_rows_removed": 0, "units_without_minus_one_removed": 693, "additional_rows_removed": 11738 }, "estimates": [ { "method": "Static TWFE", "estimate": 0.03635322332315991, "se": 0.045990893516608594, "pvalue": 0.4309097991816078, "lower": -0.05475438251026949, "upper": 0.12746082915658932 }, { "method": "Dynamic TWFE", "estimate": -0.039721651217501285, "se": 0.050805728533818637, "pvalue": 0.43593288543478254, "lower": -0.14036740813604823, "upper": 0.060924105701045665 }, { "method": "BJS / did2s", "estimate": 0.007437503268746014, "se": 0.057427032737917556, "pvalue": 0.8971805798129221, "lower": -0.10632500628067607, "upper": 0.12120001281816808 }, { "method": "Sun\u2013Abraham", "estimate": -0.05744106277769158, "se": 0.04178419221742845, "pvalue": 0.17191811127770307, "lower": -0.14021522573756007, "upper": 0.025333100182176924 } ], "event_studies": { "Dynamic TWFE": [ { "event_time": -22, "estimate": 0.43448309841109284, "se": 0.3516943140254026, "pvalue": 0.21922162494594633, "lower": -0.26222062891513204, "upper": 1.1311868257373177 }, { "event_time": -21, "estimate": 0.06427365780946653, "se": 0.27586452419453167, "pvalue": 0.8161870333738263, "lower": -0.48221183990467514, "upper": 0.6107591555236083 }, { "event_time": -20, "estimate": -0.2191538414747006, "se": 0.16454359989307446, "pvalue": 0.18555335374562668, "lower": -0.5451134455441021, "upper": 0.10680576259470095 }, { "event_time": -19, "estimate": -0.10331084809092793, "se": 0.12645414396038857, "pvalue": 0.41564238586960583, "lower": -0.3538155333235879, "upper": 0.147193837141732 }, { "event_time": -18, "estimate": -0.056302392396747024, "se": 0.11924967675673505, "pvalue": 0.637730279221784, "lower": -0.2925350835879497, "upper": 0.17993029879445568 }, { "event_time": -17, "estimate": -0.05402755016723652, "se": 0.10953715881710398, "pvalue": 0.6227954289097767, "lower": -0.2710198181260777, "upper": 0.1629647177916047 }, { "event_time": -16, "estimate": 0.06923074421087413, "se": 0.09894061350719585, "pvalue": 0.4855274436069685, "lower": -0.1267698491038869, "upper": 0.26523133752563516 }, { "event_time": -15, "estimate": -0.027923604238514654, "se": 0.08510324248196877, "pvalue": 0.7434269970909492, "lower": -0.19651247212806652, "upper": 0.14066526365103724 }, { "event_time": -14, "estimate": -0.053169919113171274, "se": 0.08279526624088253, "pvalue": 0.5220420639325404, "lower": -0.21718670384522004, "upper": 0.11084686561887751 }, { "event_time": -13, "estimate": 0.03727859734635664, "se": 0.09322402116367737, "pvalue": 0.6899917858476449, "lower": -0.1473974705652265, "upper": 0.22195466525793978 }, { "event_time": -12, "estimate": -0.11694923688096608, "se": 0.0770541642318381, "pvalue": 0.1318448517985136, "lower": -0.2695929427512041, "upper": 0.03569446898927196 }, { "event_time": -11, "estimate": -0.08069073015319855, "se": 0.07777041993440349, "pvalue": 0.3016751571106566, "lower": -0.2347533330535999, "upper": 0.0733718727472028 }, { "event_time": -10, "estimate": -0.08029489114434968, "se": 0.06673475281193976, "pvalue": 0.2313937930787601, "lower": -0.212495922472125, "upper": 0.05190614018342565 }, { "event_time": -9, "estimate": -0.08641649540930266, "se": 0.05340893443438131, "pvalue": 0.10842281745074824, "lower": -0.19221918316690956, "upper": 0.019386192348304243 }, { "event_time": -8, "estimate": -0.12072220442727355, "se": 0.051994537019289314, "pvalue": 0.02201845192246605, "lower": -0.22372298179930625, "upper": -0.01772142705524085 }, { "event_time": -7, "estimate": -0.09449281405013474, "se": 0.06850529551380052, "pvalue": 0.17048661632014725, "lower": -0.2302012768335336, "upper": 0.04121564873326414 }, { "event_time": -6, "estimate": -0.07367070355805283, "se": 0.06436278358811784, "pvalue": 0.254765563591579, "lower": -0.20117288212240117, "upper": 0.05383147500629551 }, { "event_time": -5, "estimate": -0.04691134114073762, "se": 0.06830438461018588, "pvalue": 0.4936044806108881, "lower": -0.1822218009714965, "upper": 0.08839911869002129 }, { "event_time": -4, "estimate": -0.08107087383142897, "se": 0.057494298095958615, "pvalue": 0.1612421435556099, "lower": -0.19496663553705096, "upper": 0.03282488787419302 }, { "event_time": -3, "estimate": -0.09369118531332822, "se": 0.06156549245422611, "pvalue": 0.1308248911084611, "lower": -0.21565195168624088, "upper": 0.028269581059584437 }, { "event_time": -2, "estimate": -0.07596767779852988, "se": 0.04220199722915399, "pvalue": 0.07448998172388087, "lower": -0.1595695092686824, "upper": 0.007634153671622637 }, { "event_time": 0, "estimate": -0.0866239672718522, "se": 0.05799733791121905, "pvalue": 0.13804671629543383, "lower": -0.20151624697708032, "upper": 0.02826831243337591 }, { "event_time": 1, "estimate": -0.05421178504225079, "se": 0.05408617355459539, "pvalue": 0.3183106861233168, "lower": -0.16135607828088974, "upper": 0.05293250819638815 }, { "event_time": 2, "estimate": -0.029737566055709486, "se": 0.05117960354896282, "pvalue": 0.5623582595465295, "lower": -0.13112396649966268, "upper": 0.0716488343882437 }, { "event_time": 3, "estimate": -0.05894426493596351, "se": 0.0601607614368206, "pvalue": 0.329269808075568, "lower": -0.17812226998266806, "upper": 0.06023374011074105 }, { "event_time": 4, "estimate": -0.02292520421557884, "se": 0.05391056058403273, "pvalue": 0.6714596133661793, "lower": -0.12972160951210848, "upper": 0.08387120108095081 }, { "event_time": 5, "estimate": 0.022727721650697582, "se": 0.05514755746784734, "pvalue": 0.6810212728983429, "lower": -0.08651916494528894, "upper": 0.1319746082466841 }, { "event_time": 6, "estimate": -0.038307325271977256, "se": 0.05084737245628481, "pvalue": 0.4527755132627058, "lower": -0.1390355784801872, "upper": 0.06242092793623268 }, { "event_time": 7, "estimate": -0.03932969883700716, "se": 0.06046749784594757, "pvalue": 0.5167250850558085, "lower": -0.15911534634770103, "upper": 0.08045594867368669 }, { "event_time": 8, "estimate": -0.09428822356933464, "se": 0.06437463658555122, "pvalue": 0.14576068859612687, "lower": -0.22181388283030642, "upper": 0.033237435691637146 }, { "event_time": 9, "estimate": 0.023566998629278798, "se": 0.07670425704121347, "pvalue": 0.7592174611784142, "lower": -0.1283835437913255, "upper": 0.1755175410498831 }, { "event_time": 10, "estimate": -0.009010686457659877, "se": 0.07778526334757699, "pvalue": 0.907982734834071, "lower": -0.16310269404523361, "upper": 0.14508132112991387 }, { "event_time": 11, "estimate": 0.008434763419333538, "se": 0.08180665045516775, "pvalue": 0.9180599343977442, "lower": -0.1536235810555569, "upper": 0.17049310789422395 }, { "event_time": 12, "estimate": 0.005579210532101267, "se": 0.08895022541366762, "pvalue": 0.9500970536472387, "lower": -0.17063050091559062, "upper": 0.18178892197979318 }, { "event_time": 13, "estimate": 0.03729192958762509, "se": 0.10449255439258083, "pvalue": 0.7218369038594933, "lower": -0.16970701585990083, "upper": 0.244290875035151 }, { "event_time": 14, "estimate": -0.207887438719708, "se": 0.095285862300973, "pvalue": 0.031182426909175665, "lower": -0.3966479980439236, "upper": -0.01912687939549243 }, { "event_time": 15, "estimate": -0.16938835771206584, "se": 0.11955445222937422, "pvalue": 0.15925955927569072, "lower": -0.4062248067671787, "upper": 0.06744809134304702 }, { "event_time": 16, "estimate": -0.05782541781817217, "se": 0.16393514712004728, "pvalue": 0.7249395759460807, "lower": -0.38257968163052486, "upper": 0.2669288459941805 }, { "event_time": 17, "estimate": -0.0049983275541761515, "se": 0.19780746672997757, "pvalue": 0.9798848587838711, "lower": -0.3968533956283773, "upper": 0.38685674052002494 }, { "event_time": 18, "estimate": -0.09592809113755707, "se": 0.18207482036340483, "pvalue": 0.5993139415131957, "lower": -0.45661690793279974, "upper": 0.2647607256576856 }, { "event_time": 19, "estimate": -0.15055200425950063, "se": 0.1695933984711532, "pvalue": 0.37655874248192983, "lower": -0.48651522041840556, "upper": 0.18541121189940432 }, { "event_time": 20, "estimate": -0.12456178326855573, "se": 0.1919770718309269, "pvalue": 0.5177488466743082, "lower": -0.5048668839535798, "upper": 0.25574331741646833 }, { "event_time": 21, "estimate": -0.28972808931784433, "se": 0.26435910083745395, "pvalue": 0.2754043602301201, "lower": -0.8134214319766635, "upper": 0.23396525334097484 }, { "event_time": 22, "estimate": -0.3693743173845042, "se": 0.19256711246374825, "pvalue": 0.057592196529284476, "lower": -0.7508482840186401, "upper": 0.012099649249631694 }, { "event_time": 23, "estimate": -0.5348054845220903, "se": 0.18781936679240865, "pvalue": 0.005228905268808893, "lower": -0.9068742035485543, "upper": -0.16273676549562632 } ], "BJS / did2s": [ { "event_time": -22, "estimate": 0.3911217187772684, "se": 0.22293683091418726, "pvalue": 0.08204794456856912, "lower": -0.05051442619888247, "upper": 0.8327578637534193 }, { "event_time": -21, "estimate": 0.08463201592800676, "se": 0.14809258025904687, "pvalue": 0.5687990202685926, "lower": -0.20873824495253654, "upper": 0.37800227680855003 }, { "event_time": -20, "estimate": -0.11615021257518328, "se": 0.10492137446409146, "pvalue": 0.27061508143727486, "lower": -0.3239986472815892, "upper": 0.09169822213122265 }, { "event_time": -19, "estimate": -0.028482623264931877, "se": 0.06549828236872039, "pvalue": 0.6644856950842943, "lower": -0.15823421616801484, "upper": 0.10126896963815109 }, { "event_time": -18, "estimate": 5.0038626705892007e-05, "se": 0.04872966693600901, "pvalue": 0.9991824778362137, "lower": -0.09648305625645673, "upper": 0.09658313350986852 }, { "event_time": -17, "estimate": 0.003978502275421259, "se": 0.037070947045122316, "pvalue": 0.9147227324612204, "lower": -0.0694587582996369, "upper": 0.07741576285047942 }, { "event_time": -16, "estimate": 0.11696702482999109, "se": 0.04619660794014538, "pvalue": 0.012704628309689804, "lower": 0.025451900307952774, "upper": 0.2084821493520294 }, { "event_time": -15, "estimate": 0.036614326948465795, "se": 0.03249302238184674, "pvalue": 0.26217790319154727, "lower": -0.027754100127929726, "upper": 0.10098275402486132 }, { "event_time": -14, "estimate": 0.002794925929335036, "se": 0.020928699904182668, "pvalue": 0.8939977377007992, "lower": -0.03866466738749889, "upper": 0.04425451924616896 }, { "event_time": -13, "estimate": 0.07817499539749577, "se": 0.04339846759958811, "pvalue": 0.07429412553008412, "lower": -0.007797034661243055, "upper": 0.1641470254562346 }, { "event_time": -12, "estimate": -0.040385275771537256, "se": 0.02714828162127513, "pvalue": 0.13962218110365082, "lower": -0.0941658125665628, "upper": 0.013395261023488286 }, { "event_time": -11, "estimate": -0.008068383375811733, "se": 0.029581162487812757, "pvalue": 0.7855356985558212, "lower": -0.06666843842934114, "upper": 0.050531671677717674 }, { "event_time": -10, "estimate": -0.007233539183526507, "se": 0.021478119294093077, "pvalue": 0.7368971069999947, "lower": -0.049781528080131546, "upper": 0.035314449713078525 }, { "event_time": -9, "estimate": -0.010304576359177645, "se": 0.01840448038417285, "pvalue": 0.5766495809731124, "lower": -0.0467637102484718, "upper": 0.02615455753011651 }, { "event_time": -8, "estimate": -0.04311834156314302, "se": 0.01714079692914448, "pvalue": 0.01327776563346567, "lower": -0.07707412826094645, "upper": -0.009162554865339588 }, { "event_time": -7, "estimate": -0.023357044635802588, "se": 0.027380275981074755, "pvalue": 0.3954142840695852, "lower": -0.07759716047076502, "upper": 0.03088307119915985 }, { "event_time": -6, "estimate": -0.0077264596646140285, "se": 0.018494119166766344, "pvalue": 0.676894346214972, "lower": -0.04436316729182583, "upper": 0.028910247962597772 }, { "event_time": -5, "estimate": 0.009723464371475579, "se": 0.026682372263488532, "pvalue": 0.7162229974315427, "lower": -0.043134109574219835, "upper": 0.06258103831717099 }, { "event_time": -4, "estimate": -0.01437276633778872, "se": 0.026070746303455895, "pvalue": 0.5825079236849015, "lower": -0.06601871396741739, "upper": 0.03727318129183996 }, { "event_time": -3, "estimate": -0.017440092697948675, "se": 0.027337539763422458, "pvalue": 0.5247830041007417, "lower": -0.07159554841489729, "upper": 0.03671536301899995 }, { "event_time": -2, "estimate": -0.0016714716800647759, "se": 0.030067785559317946, "pvalue": 0.9557656491743333, "lower": -0.06123552329026332, "upper": 0.05789257993013377 }, { "event_time": -1, "estimate": 0.06601614189579627, "se": 0.03857213403236684, "pvalue": 0.08970856610788952, "lower": -0.010394958538814877, "upper": 0.14242724233040743 }, { "event_time": 0, "estimate": -0.005952160699772593, "se": 0.04459026554190404, "pvalue": 0.8940446651919118, "lower": -0.09428513330298276, "upper": 0.08238081190343756 }, { "event_time": 1, "estimate": 0.021430700889835688, "se": 0.04928670911966326, "pvalue": 0.664517233729705, "lower": -0.07620589026879367, "upper": 0.11906729204846504 }, { "event_time": 2, "estimate": 0.037442677152822935, "se": 0.055073854389834836, "pvalue": 0.4979694477911102, "lower": -0.07165820421328373, "upper": 0.14654355851892958 }, { "event_time": 3, "estimate": 0.01584814465536688, "se": 0.06804445343817528, "pvalue": 0.8162499685945648, "lower": -0.11894739352563516, "upper": 0.15064368283636892 }, { "event_time": 4, "estimate": 0.05341589324310684, "se": 0.05627668676172732, "pvalue": 0.34454424712683973, "lower": -0.05806778978747485, "upper": 0.16489957627368854 }, { "event_time": 5, "estimate": 0.10681199692454756, "se": 0.06057857583335096, "pvalue": 0.08054662306712052, "lower": -0.013193695223667076, "upper": 0.22681768907276217 }, { "event_time": 6, "estimate": 0.012263657255089724, "se": 0.055934382667505896, "pvalue": 0.826846773626506, "lower": -0.09854192400127372, "upper": 0.12306923851145317 }, { "event_time": 7, "estimate": -0.010611485458740563, "se": 0.07110095771733763, "pvalue": 0.8816237616979016, "lower": -0.1514619350754935, "upper": 0.13023896415801234 }, { "event_time": 8, "estimate": -0.08289724311554038, "se": 0.07574345919956642, "pvalue": 0.2760657783134803, "lower": -0.23294445241193001, "upper": 0.06714996618084927 }, { "event_time": 9, "estimate": 0.01810298835507133, "se": 0.07972049816473513, "pvalue": 0.8207676926641462, "lower": -0.13982270450006742, "upper": 0.17602868121021006 }, { "event_time": 10, "estimate": 0.01251589473345858, "se": 0.07582234773760108, "pvalue": 0.8691822787832995, "lower": -0.1376875921491763, "upper": 0.16271938161609345 }, { "event_time": 11, "estimate": 0.02564158106677891, "se": 0.08349991206924835, "pvalue": 0.759338821195168, "lower": -0.13977110162406337, "upper": 0.1910542637576212 }, { "event_time": 12, "estimate": 0.032072119189419095, "se": 0.09666855029177718, "pvalue": 0.7406690353870418, "lower": -0.15942753439508328, "upper": 0.22357177277392148 }, { "event_time": 13, "estimate": 0.07065840725868837, "se": 0.1126718048434298, "pvalue": 0.5318365039255017, "lower": -0.1525435703351849, "upper": 0.29386038485256166 }, { "event_time": 14, "estimate": -0.18569119789946384, "se": 0.11902994371489684, "pvalue": 0.12152284079162104, "lower": -0.4214885996271742, "upper": 0.05010620382824654 }, { "event_time": 15, "estimate": -0.16921103234937462, "se": 0.16206991146433516, "pvalue": 0.2986656156505736, "lower": -0.49027027869385165, "upper": 0.1518482139951024 }, { "event_time": 16, "estimate": 0.0006784795279457199, "se": 0.2155582724080458, "pvalue": 0.9974941273050909, "lower": -0.42634079787737467, "upper": 0.42769775693326606 }, { "event_time": 17, "estimate": 0.04331058897411388, "se": 0.2799537948370905, "pvalue": 0.8773265083378835, "lower": -0.5112757223872756, "upper": 0.5978969003355034 }, { "event_time": 18, "estimate": -0.04965884711436306, "se": 0.25563849194745997, "pvalue": 0.846322591714897, "lower": -0.5560767307284444, "upper": 0.4567590364997183 }, { "event_time": 19, "estimate": -0.1399199022288203, "se": 0.27576836357686507, "pvalue": 0.6128669767026714, "lower": -0.6862149064999958, "upper": 0.40637510204235516 }, { "event_time": 20, "estimate": -0.04856566292237353, "se": 0.3411724205353407, "pvalue": 0.8870553674018582, "lower": -0.7244256002846635, "upper": 0.6272942744399165 }, { "event_time": 21, "estimate": -0.29170641829051697, "se": 0.5028512121394839, "pvalue": 0.5629887573297283, "lower": -1.2878507965666584, "upper": 0.7044379599856245 }, { "event_time": 22, "estimate": -0.45791814716685997, "se": 0.46737515290452564, "pvalue": 0.3292764589951998, "lower": -1.3837847253360138, "upper": 0.4679484310022938 }, { "event_time": 23, "estimate": -0.825413097721336, "se": 0.340775422429498, "pvalue": 0.017004039848732066, "lower": -1.5004865848936406, "upper": -0.15033961054903133 } ], "Sun\u2013Abraham": [ { "event_time": -22, "estimate": 0.9617021781903431, "se": 0.5456378225705291, "pvalue": 0.08066008776188498, "lower": -0.11920214580619215, "upper": 2.0426065021868784 }, { "event_time": -21, "estimate": 0.2940157898625972, "se": 0.436642094654086, "pvalue": 0.5020833626855407, "lower": -0.5709688366191923, "upper": 1.1590004163443866 }, { "event_time": -20, "estimate": -0.07339014381696565, "se": 0.2589969220587236, "pvalue": 0.7774125323960634, "lower": -0.5864610516147504, "upper": 0.4396807639808191 }, { "event_time": -19, "estimate": -0.09675174172489973, "se": 0.18779682630497657, "pvalue": 0.6074152417766474, "lower": -0.46877580821936815, "upper": 0.27527232476956864 }, { "event_time": -18, "estimate": -0.02652068799329224, "se": 0.1859802871925562, "pvalue": 0.8868582543548621, "lower": -0.39494620449708395, "upper": 0.3419048285104995 }, { "event_time": -17, "estimate": -0.04689112632500005, "se": 0.17460344259210134, "pvalue": 0.7887553339118636, "lower": -0.3927792013000225, "upper": 0.2989969486500224 }, { "event_time": -16, "estimate": 0.07904406850472749, "se": 0.14971251184376175, "pvalue": 0.598544722172798, "lower": -0.21753526436838377, "upper": 0.3756234013778388 }, { "event_time": -15, "estimate": 0.00514792704632896, "se": 0.1258970732367349, "pvalue": 0.9674551440821072, "lower": -0.24425320537334527, "upper": 0.2545490594660032 }, { "event_time": -14, "estimate": -0.020056352993890185, "se": 0.11829570570875195, "pvalue": 0.8656690862144893, "lower": -0.2543992348865464, "upper": 0.21428652889876604 }, { "event_time": -13, "estimate": 0.07630082342872456, "se": 0.11348634123071788, "pvalue": 0.5027309665400602, "lower": -0.14851474447478752, "upper": 0.3011163913322366 }, { "event_time": -12, "estimate": -0.13620762142661635, "se": 0.07733024800056976, "pvalue": 0.08085586511683554, "lower": -0.28939824711630796, "upper": 0.016983004263075252 }, { "event_time": -11, "estimate": -0.0949631047558642, "se": 0.07597898500220128, "pvalue": 0.21391042374764138, "lower": -0.2454768888532481, "upper": 0.05555067934151969 }, { "event_time": -10, "estimate": -0.11153315357830584, "se": 0.065623354242566, "pvalue": 0.09193412687274562, "lower": -0.2415325129001704, "upper": 0.0184662057435587 }, { "event_time": -9, "estimate": -0.08910647758190816, "se": 0.057710473575836294, "pvalue": 0.12535349155613174, "lower": -0.20343048124817908, "upper": 0.025217526084362743 }, { "event_time": -8, "estimate": -0.12397969639455257, "se": 0.05456211195061936, "pvalue": 0.02494540965682111, "lower": -0.23206681993002598, "upper": -0.015892572859079163 }, { "event_time": -7, "estimate": -0.10995018887943889, "se": 0.06500479430965286, "pvalue": 0.09348927582604513, "lower": -0.238724185738366, "upper": 0.01882380797948824 }, { "event_time": -6, "estimate": -0.0791936412449238, "se": 0.0575003068618117, "pvalue": 0.17112596815318967, "lower": -0.1931013062694211, "upper": 0.0347140237795735 }, { "event_time": -5, "estimate": -0.07173498103384462, "se": 0.05980919943581381, "pvalue": 0.2328605109113926, "lower": -0.19021654446429376, "upper": 0.046746582396604494 }, { "event_time": -4, "estimate": -0.0949841857458618, "se": 0.050606781130270805, "pvalue": 0.06308748993842637, "lower": -0.1952358293902782, "upper": 0.005267457898554595 }, { "event_time": -3, "estimate": -0.09247297184320741, "se": 0.05459646494299756, "pvalue": 0.09304270165691797, "lower": -0.20062814839199444, "upper": 0.01568220470557964 }, { "event_time": -2, "estimate": -0.07429471787576644, "se": 0.03815634642098139, "pvalue": 0.05398077336231912, "lower": -0.14988214625462923, "upper": 0.0012927105030963448 }, { "event_time": 0, "estimate": -0.0880268933841762, "se": 0.05756116441359999, "pvalue": 0.12896619644868332, "lower": -0.2020551167500398, "upper": 0.026001329981687374 }, { "event_time": 1, "estimate": -0.05848480577314688, "se": 0.05323953552619938, "pvalue": 0.2742912459410137, "lower": -0.16395191559835987, "upper": 0.046982304052066104 }, { "event_time": 2, "estimate": -0.03691659478754498, "se": 0.05218938419245172, "pvalue": 0.4807873679083111, "lower": -0.14030336290889478, "upper": 0.06647017333380481 }, { "event_time": 3, "estimate": -0.07409843171758332, "se": 0.059244070520275964, "pvalue": 0.21359336741293025, "lower": -0.19146047911898853, "upper": 0.04326361568382189 }, { "event_time": 4, "estimate": -0.046393547101397495, "se": 0.05332808134275208, "pvalue": 0.3861478184716862, "lower": -0.15203606550721938, "upper": 0.05924897130442437 }, { "event_time": 5, "estimate": 0.007770798954785459, "se": 0.05306295995030422, "pvalue": 0.883828851773716, "lower": -0.09734651601456856, "upper": 0.11288811392413947 }, { "event_time": 6, "estimate": -0.06786195215925275, "se": 0.047060749294901796, "pvalue": 0.1520418945009204, "lower": -0.16108893404942595, "upper": 0.025365029730920446 }, { "event_time": 7, "estimate": -0.05083658926901803, "se": 0.05553224386039973, "pvalue": 0.361891608512231, "lower": -0.160845536645787, "upper": 0.059172358107750914 }, { "event_time": 8, "estimate": -0.12906737050637287, "se": 0.06310594956267519, "pvalue": 0.04313251875279193, "lower": -0.25407977054648534, "upper": -0.00405497046626041 }, { "event_time": 9, "estimate": -0.007734328811160856, "se": 0.06654631537199396, "pvalue": 0.907678917250714, "lower": -0.13956206702175325, "upper": 0.12409340939943155 }, { "event_time": 10, "estimate": -0.03085034061842332, "se": 0.07538535190163924, "pvalue": 0.6831349062388579, "lower": -0.18018814211577028, "upper": 0.11848746087892364 }, { "event_time": 11, "estimate": -0.029921760789524417, "se": 0.07347716293970942, "pvalue": 0.6846061449891971, "lower": -0.17547945465020584, "upper": 0.11563593307115702 }, { "event_time": 12, "estimate": -0.03433100376975271, "se": 0.07952492612785589, "pvalue": 0.6667739721850391, "lower": -0.1918692699261342, "upper": 0.1232072623866288 }, { "event_time": 13, "estimate": -0.017879291470773932, "se": 0.10068893423674903, "pvalue": 0.8593761466608082, "lower": -0.21734329468517133, "upper": 0.18158471174362345 }, { "event_time": 14, "estimate": -0.1960664109754744, "se": 0.0649880222377946, "pvalue": 0.0031493311874816556, "lower": -0.32480718248922924, "upper": -0.06732563946171957 }, { "event_time": 15, "estimate": -0.16664792523443198, "se": 0.08789539711435626, "pvalue": 0.060494337183277715, "lower": -0.3407680299455011, "upper": 0.007472179476637142 }, { "event_time": 16, "estimate": 0.0005510778398809535, "se": 0.12779026787289882, "pvalue": 0.9965667811958784, "lower": -0.2526004585726032, "upper": 0.2537026142523651 }, { "event_time": 17, "estimate": -0.020017862786760772, "se": 0.15415351083270457, "pvalue": 0.8969086711759681, "lower": -0.32539478045228637, "upper": 0.28535905487876484 }, { "event_time": 18, "estimate": -0.10959577711366163, "se": 0.13392881549807284, "pvalue": 0.4148853297197856, "lower": -0.3749077290923735, "upper": 0.15571617486505024 }, { "event_time": 19, "estimate": -0.13233758354214603, "se": 0.13428432329781928, "pvalue": 0.3264641433792422, "lower": -0.39835379373402596, "upper": 0.1336786266497339 }, { "event_time": 20, "estimate": -0.1404787278263272, "se": 0.15798359283861366, "pvalue": 0.3757690651492921, "lower": -0.45344300844617463, "upper": 0.17248555279352024 }, { "event_time": 21, "estimate": -0.2072753139346316, "se": 0.22586300241811183, "pvalue": 0.3607114787130501, "lower": -0.6547081821226135, "upper": 0.24015755425335028 }, { "event_time": 22, "estimate": -0.29633142304800697, "se": 0.20804181388154097, "pvalue": 0.15706702951129276, "lower": -0.7084606540042664, "upper": 0.11579780790825239 }, { "event_time": 23, "estimate": -0.581566372881445, "se": 0.22167704522912157, "pvalue": 0.00989444412513873, "lower": -1.0207068921183806, "upper": -0.14242585364450944 } ] }, "target": { "event_times": [ 0.0, 1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0, 12.0, 13.0, 14.0, 15.0, 16.0, 17.0, 18.0, 19.0, 20.0, 21.0, 22.0, 23.0 ], "weights": [ 0.07637514839730906, 0.07637514839730906, 0.07637514839730906, 0.07637514839730906, 0.07479224376731301, 0.07281361297981796, 0.06727344677483181, 0.06133755441234666, 0.06015037593984962, 0.05777601899485556, 0.05579738820736051, 0.0518401266323704, 0.04788286505738029, 0.043134151167392165, 0.019786307874950535, 0.01662049861495845, 0.016224772457459437, 0.013058963197467353, 0.01226751088246933, 0.007914523149980214, 0.006331618519984171, 0.004352987732489117, 0.002770083102493075, 0.002374356944994064 ], "weighting": "observations" }, "checks": { "did2s_vs_direct_imputation_max_post_difference": 4.069181769317254e-09, "package_aggregate_vs_estimable_cell_weights": null, "saturated_vs_deviations_relative_rss_difference": 1.1515296555173938e-15 }, "inference": { "standard_errors": "Cluster-robust; did2s uses two-stage covariance", "confidence_intervals": "Pointwise t, clusters minus one degrees of freedom" }, "f_test": { "F": 1.0370946600085738, "df_num": 250, "df_den": 11050, "pvalue": 0.33223047213496354, "log10_pvalue": -0.4785605366253135, "inference": "Homoskedastic nested-model F", "observations": 12766, "design_columns": 975, "restricted_design_columns": 725, "fixed_effect_rank": 741, "covariance_rank": 250, "rss_unrestricted": 3159.2575924213925, "rss_restricted": 3233.385401894057, "test_horizon": null, "reference_cohort": 3, "pyfixest": "0.27.0", "formulaic": "1.0.2", "design_head": { "index": [ 0, 1, 2, 3, 4 ], "columns": [ "C(rel_time, contr.treatment(base=-1.0))[T.-22.0]", "C(rel_time, contr.treatment(base=-1.0))[T.-21.0]", "C(rel_time, contr.treatment(base=-1.0))[T.-20.0]", "C(rel_time, contr.treatment(base=-1.0))[T.-19.0]", "C(rel_time, contr.treatment(base=-1.0))[T.-18.0]", "C(rel_time, contr.treatment(base=-1.0))[T.-17.0]" ], "data": [ [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0 ], [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0 ], [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0 ], [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0 ], [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0 ] ] }, "formula": "y~i(rel_time,ref=-1.0)+i(rel_time,cohort_dummy_4,ref=-1.0)+i(rel_time,cohort_dummy_5,ref=-1.0)+i(rel_time,cohort_dummy_6,ref=-1.0)+i(rel_time,cohort_dummy_7,ref=-1.0)+i(rel_time,cohort_dummy_8,ref=-1.0)+i(rel_time,cohort_dummy_9,ref=-1.0)+i(rel_time,cohort_dummy_10,ref=-1.0)+i(rel_time,cohort_dummy_11,ref=-1.0)+i(rel_time,cohort_dummy_12,ref=-1.0)+i(rel_time,cohort_dummy_13,ref=-1.0)+i(rel_time,cohort_dummy_14,ref=-1.0)+i(rel_time,cohort_dummy_15,ref=-1.0)+i(rel_time,cohort_dummy_16,ref=-1.0)+i(rel_time,cohort_dummy_17,ref=-1.0)+i(rel_time,cohort_dummy_18,ref=-1.0)+i(rel_time,cohort_dummy_19,ref=-1.0)+i(rel_time,cohort_dummy_20,ref=-1.0)+i(rel_time,cohort_dummy_21,ref=-1.0)+i(rel_time,cohort_dummy_22,ref=-1.0)+i(rel_time,cohort_dummy_23,ref=-1.0)+x0+x1+x2+x3+x4+x5+x6+x7+x8+x9+x10+x11+x12+x13+x14+x15+x16+x17+x18+x19+x20+x21+x22+x23+x24+x25+x26+x27+x28+x29+x30+x31+x32+x33+x34+x35+x36+x37+x38+x39+x40+x41+x42+x43+x44+x45+x46+x47+x48+x49+x50+x51+x52+x53+x54+x55+x56+x57+x58+x59+x60+x61+x62+x63+x64+x65+x66+x67+x68+x69+x70+x71+x72+x73+x74+x75+x76+x77+x78+x79+x80+x81+x82+x83+x84+x85+x86+x87+x88+x89+x90+x91+x92+x93+x94+x95+x96+x97+x98+x99+x100+x101+x102+x103+x104+x105+x106+x107+x108+x109+x110+x111+x112+x113+x114+x115+x116+x117+x118+x119+x120+x121+x122+x123+x124+x125+x126+x127+x128+x129+x130+x131+x132+x133+x134+x135+x136+x137+x138+x139+x140+x141+x142+x143+x144+x145+x146+x147+x148+x149+x150+x151+x152+x153+x154+x155+x156+x157+x158+x159+x160+x161+x162+x163+x164+x165+x166+x167+x168+x169+x170+x171+x172+x173+x174+x175+x176+x177+x178+x179+x180+x181+x182+x183+x184+x185+x186+x187+x188+x189+x190+x191+x192+x193+x194+x195+x196+x197+x198+x199+x200+x201+x202+x203+x204+x205+x206+x207+x208+x209+x210+x211+x212+x213+x214+x215+x216+x217+x218+x219+x220+x221+x222+x223+x224+x225+x226+x227+x228+x229+x230+x231+x232+x233+x234+x235+x236+x237+x238+x239+x240+x241+x242+x243+x244+x245+x246+x247+x248+x249+x250+x251+x252+x253+x254+x255+x256+x257+x258+x259+x260+x261+x262+x263+x264+x265+x266+x267+x268+x269+x270+x271+x272+x273+x274+x275+x276+x277+x278+x279+x280+x281+x282+x283+x284+x285+x286+x287+x288+x289+x290+x291+x292+x293+x294+x295+x296+x297+x298+x299+x300+x301+x302+x303+x304+x305+x306+x307+x308+x309+x310+x311+x312+x313+x314+x315+x316+x317+x318+x319+x320+x321+x322+x323+x324+x325+x326+x327+x328+x329+x330+x331+x332+x333+x334+x335+x336+x337+x338+x339+x340+x341+x342+x343+x344+x345+x346+x347+x348+x349+x350+x351+x352+x353+x354+x355+x356+x357+x358+x359+x360+x361+x362+x363+x364+x365+x366+x367+x368+x369+x370+x371+x372+x373+x374+x375+x376+x377+x378+x379+x380+x381+x382+x383+x384+x385+x386+x387+x388+x389+x390+x391+x392+x393+x394+x395+x396+x397+x398+x399+x400+x401+x402+x403+x404+x405+x406+x407+x408+x409+x410+x411+x412+x413+x414+x415+x416+x417+x418+x419+x420+x421+x422+x423+x424+x425+x426+x427+x428+x429+x430+x431+x432+x433+x434+x435+x436+x437+x438+x439+x440+x441+x442+x443+x444+x445+x446+x447+x448+x449|unit_fe+time_fe", "restriction_names": [ "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_4", "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_4", "C(rel_time, contr.treatment(base=-1.0))[T.3.0]:cohort_dummy_4", "C(rel_time, contr.treatment(base=-1.0))[T.4.0]:cohort_dummy_4", "C(rel_time, contr.treatment(base=-1.0))[T.5.0]:cohort_dummy_4", "C(rel_time, contr.treatment(base=-1.0))[T.6.0]:cohort_dummy_4", "C(rel_time, contr.treatment(base=-1.0))[T.7.0]:cohort_dummy_4", "C(rel_time, contr.treatment(base=-1.0))[T.8.0]:cohort_dummy_4", "C(rel_time, contr.treatment(base=-1.0))[T.9.0]:cohort_dummy_4", "C(rel_time, contr.treatment(base=-1.0))[T.10.0]:cohort_dummy_4", "C(rel_time, contr.treatment(base=-1.0))[T.11.0]:cohort_dummy_4", "C(rel_time, contr.treatment(base=-1.0))[T.12.0]:cohort_dummy_4", "C(rel_time, contr.treatment(base=-1.0))[T.13.0]:cohort_dummy_4", "C(rel_time, contr.treatment(base=-1.0))[T.14.0]:cohort_dummy_4", "C(rel_time, contr.treatment(base=-1.0))[T.15.0]:cohort_dummy_4", "C(rel_time, contr.treatment(base=-1.0))[T.16.0]:cohort_dummy_4", "C(rel_time, contr.treatment(base=-1.0))[T.17.0]:cohort_dummy_4", "C(rel_time, contr.treatment(base=-1.0))[T.18.0]:cohort_dummy_4", "C(rel_time, contr.treatment(base=-1.0))[T.19.0]:cohort_dummy_4", "C(rel_time, contr.treatment(base=-1.0))[T.20.0]:cohort_dummy_4", "C(rel_time, contr.treatment(base=-1.0))[T.21.0]:cohort_dummy_4", "C(rel_time, contr.treatment(base=-1.0))[T.22.0]:cohort_dummy_4", "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_5", "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_5", "C(rel_time, contr.treatment(base=-1.0))[T.3.0]:cohort_dummy_5", "C(rel_time, contr.treatment(base=-1.0))[T.4.0]:cohort_dummy_5", "C(rel_time, contr.treatment(base=-1.0))[T.5.0]:cohort_dummy_5", "C(rel_time, contr.treatment(base=-1.0))[T.6.0]:cohort_dummy_5", "C(rel_time, contr.treatment(base=-1.0))[T.7.0]:cohort_dummy_5", "C(rel_time, contr.treatment(base=-1.0))[T.8.0]:cohort_dummy_5", "C(rel_time, contr.treatment(base=-1.0))[T.9.0]:cohort_dummy_5", "C(rel_time, contr.treatment(base=-1.0))[T.10.0]:cohort_dummy_5", "C(rel_time, contr.treatment(base=-1.0))[T.11.0]:cohort_dummy_5", "C(rel_time, contr.treatment(base=-1.0))[T.12.0]:cohort_dummy_5", "C(rel_time, contr.treatment(base=-1.0))[T.13.0]:cohort_dummy_5", "C(rel_time, contr.treatment(base=-1.0))[T.14.0]:cohort_dummy_5", "C(rel_time, contr.treatment(base=-1.0))[T.15.0]:cohort_dummy_5", "C(rel_time, contr.treatment(base=-1.0))[T.16.0]:cohort_dummy_5", "C(rel_time, contr.treatment(base=-1.0))[T.17.0]:cohort_dummy_5", "C(rel_time, contr.treatment(base=-1.0))[T.18.0]:cohort_dummy_5", "C(rel_time, contr.treatment(base=-1.0))[T.19.0]:cohort_dummy_5", "C(rel_time, contr.treatment(base=-1.0))[T.20.0]:cohort_dummy_5", "C(rel_time, contr.treatment(base=-1.0))[T.21.0]:cohort_dummy_5", "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_6", "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_6", "C(rel_time, contr.treatment(base=-1.0))[T.3.0]:cohort_dummy_6", "C(rel_time, contr.treatment(base=-1.0))[T.4.0]:cohort_dummy_6", "C(rel_time, contr.treatment(base=-1.0))[T.5.0]:cohort_dummy_6", "C(rel_time, contr.treatment(base=-1.0))[T.6.0]:cohort_dummy_6", "C(rel_time, contr.treatment(base=-1.0))[T.7.0]:cohort_dummy_6", "C(rel_time, contr.treatment(base=-1.0))[T.8.0]:cohort_dummy_6", "C(rel_time, contr.treatment(base=-1.0))[T.9.0]:cohort_dummy_6", "C(rel_time, contr.treatment(base=-1.0))[T.10.0]:cohort_dummy_6", "C(rel_time, contr.treatment(base=-1.0))[T.11.0]:cohort_dummy_6", "C(rel_time, contr.treatment(base=-1.0))[T.12.0]:cohort_dummy_6", "C(rel_time, contr.treatment(base=-1.0))[T.13.0]:cohort_dummy_6", "C(rel_time, contr.treatment(base=-1.0))[T.14.0]:cohort_dummy_6", "C(rel_time, contr.treatment(base=-1.0))[T.15.0]:cohort_dummy_6", "C(rel_time, contr.treatment(base=-1.0))[T.16.0]:cohort_dummy_6", "C(rel_time, contr.treatment(base=-1.0))[T.17.0]:cohort_dummy_6", "C(rel_time, contr.treatment(base=-1.0))[T.18.0]:cohort_dummy_6", "C(rel_time, contr.treatment(base=-1.0))[T.19.0]:cohort_dummy_6", "C(rel_time, contr.treatment(base=-1.0))[T.20.0]:cohort_dummy_6", "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_7", "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_7", "C(rel_time, contr.treatment(base=-1.0))[T.3.0]:cohort_dummy_7", "C(rel_time, contr.treatment(base=-1.0))[T.4.0]:cohort_dummy_7", "C(rel_time, contr.treatment(base=-1.0))[T.5.0]:cohort_dummy_7", "C(rel_time, contr.treatment(base=-1.0))[T.6.0]:cohort_dummy_7", "C(rel_time, contr.treatment(base=-1.0))[T.7.0]:cohort_dummy_7", "C(rel_time, contr.treatment(base=-1.0))[T.8.0]:cohort_dummy_7", "C(rel_time, contr.treatment(base=-1.0))[T.9.0]:cohort_dummy_7", "C(rel_time, contr.treatment(base=-1.0))[T.10.0]:cohort_dummy_7", "C(rel_time, contr.treatment(base=-1.0))[T.11.0]:cohort_dummy_7", "C(rel_time, contr.treatment(base=-1.0))[T.12.0]:cohort_dummy_7", "C(rel_time, contr.treatment(base=-1.0))[T.13.0]:cohort_dummy_7", "C(rel_time, contr.treatment(base=-1.0))[T.14.0]:cohort_dummy_7", "C(rel_time, contr.treatment(base=-1.0))[T.15.0]:cohort_dummy_7", "C(rel_time, contr.treatment(base=-1.0))[T.16.0]:cohort_dummy_7", "C(rel_time, contr.treatment(base=-1.0))[T.17.0]:cohort_dummy_7", "C(rel_time, contr.treatment(base=-1.0))[T.18.0]:cohort_dummy_7", "C(rel_time, contr.treatment(base=-1.0))[T.19.0]:cohort_dummy_7", "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_8", "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_8", "C(rel_time, contr.treatment(base=-1.0))[T.3.0]:cohort_dummy_8", "C(rel_time, contr.treatment(base=-1.0))[T.4.0]:cohort_dummy_8", "C(rel_time, contr.treatment(base=-1.0))[T.5.0]:cohort_dummy_8", "C(rel_time, contr.treatment(base=-1.0))[T.6.0]:cohort_dummy_8", "C(rel_time, contr.treatment(base=-1.0))[T.7.0]:cohort_dummy_8", "C(rel_time, contr.treatment(base=-1.0))[T.8.0]:cohort_dummy_8", "C(rel_time, contr.treatment(base=-1.0))[T.9.0]:cohort_dummy_8", "C(rel_time, contr.treatment(base=-1.0))[T.10.0]:cohort_dummy_8", "C(rel_time, contr.treatment(base=-1.0))[T.11.0]:cohort_dummy_8", "C(rel_time, contr.treatment(base=-1.0))[T.12.0]:cohort_dummy_8", "C(rel_time, contr.treatment(base=-1.0))[T.13.0]:cohort_dummy_8", "C(rel_time, contr.treatment(base=-1.0))[T.14.0]:cohort_dummy_8", "C(rel_time, contr.treatment(base=-1.0))[T.15.0]:cohort_dummy_8", "C(rel_time, contr.treatment(base=-1.0))[T.16.0]:cohort_dummy_8", "C(rel_time, contr.treatment(base=-1.0))[T.17.0]:cohort_dummy_8", "C(rel_time, contr.treatment(base=-1.0))[T.18.0]:cohort_dummy_8", "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_9", "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_9", "C(rel_time, contr.treatment(base=-1.0))[T.3.0]:cohort_dummy_9", "C(rel_time, contr.treatment(base=-1.0))[T.4.0]:cohort_dummy_9", "C(rel_time, contr.treatment(base=-1.0))[T.5.0]:cohort_dummy_9", "C(rel_time, contr.treatment(base=-1.0))[T.6.0]:cohort_dummy_9", "C(rel_time, contr.treatment(base=-1.0))[T.7.0]:cohort_dummy_9", "C(rel_time, contr.treatment(base=-1.0))[T.8.0]:cohort_dummy_9", "C(rel_time, contr.treatment(base=-1.0))[T.9.0]:cohort_dummy_9", "C(rel_time, contr.treatment(base=-1.0))[T.10.0]:cohort_dummy_9", "C(rel_time, contr.treatment(base=-1.0))[T.11.0]:cohort_dummy_9", "C(rel_time, contr.treatment(base=-1.0))[T.12.0]:cohort_dummy_9", "C(rel_time, contr.treatment(base=-1.0))[T.13.0]:cohort_dummy_9", "C(rel_time, contr.treatment(base=-1.0))[T.14.0]:cohort_dummy_9", "C(rel_time, contr.treatment(base=-1.0))[T.15.0]:cohort_dummy_9", "C(rel_time, contr.treatment(base=-1.0))[T.16.0]:cohort_dummy_9", "C(rel_time, contr.treatment(base=-1.0))[T.17.0]:cohort_dummy_9", "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_10", "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_10", "C(rel_time, contr.treatment(base=-1.0))[T.3.0]:cohort_dummy_10", "C(rel_time, contr.treatment(base=-1.0))[T.4.0]:cohort_dummy_10", "C(rel_time, contr.treatment(base=-1.0))[T.5.0]:cohort_dummy_10", "C(rel_time, contr.treatment(base=-1.0))[T.6.0]:cohort_dummy_10", "C(rel_time, contr.treatment(base=-1.0))[T.7.0]:cohort_dummy_10", "C(rel_time, contr.treatment(base=-1.0))[T.8.0]:cohort_dummy_10", "C(rel_time, contr.treatment(base=-1.0))[T.9.0]:cohort_dummy_10", "C(rel_time, contr.treatment(base=-1.0))[T.10.0]:cohort_dummy_10", "C(rel_time, contr.treatment(base=-1.0))[T.11.0]:cohort_dummy_10", "C(rel_time, contr.treatment(base=-1.0))[T.12.0]:cohort_dummy_10", "C(rel_time, contr.treatment(base=-1.0))[T.13.0]:cohort_dummy_10", "C(rel_time, contr.treatment(base=-1.0))[T.14.0]:cohort_dummy_10", "C(rel_time, contr.treatment(base=-1.0))[T.15.0]:cohort_dummy_10", "C(rel_time, contr.treatment(base=-1.0))[T.16.0]:cohort_dummy_10", "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_11", "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_11", "C(rel_time, contr.treatment(base=-1.0))[T.3.0]:cohort_dummy_11", "C(rel_time, contr.treatment(base=-1.0))[T.4.0]:cohort_dummy_11", "C(rel_time, contr.treatment(base=-1.0))[T.5.0]:cohort_dummy_11", "C(rel_time, contr.treatment(base=-1.0))[T.6.0]:cohort_dummy_11", "C(rel_time, contr.treatment(base=-1.0))[T.7.0]:cohort_dummy_11", "C(rel_time, contr.treatment(base=-1.0))[T.8.0]:cohort_dummy_11", "C(rel_time, contr.treatment(base=-1.0))[T.9.0]:cohort_dummy_11", "C(rel_time, contr.treatment(base=-1.0))[T.10.0]:cohort_dummy_11", "C(rel_time, contr.treatment(base=-1.0))[T.11.0]:cohort_dummy_11", "C(rel_time, contr.treatment(base=-1.0))[T.12.0]:cohort_dummy_11", "C(rel_time, contr.treatment(base=-1.0))[T.13.0]:cohort_dummy_11", "C(rel_time, contr.treatment(base=-1.0))[T.14.0]:cohort_dummy_11", "C(rel_time, contr.treatment(base=-1.0))[T.15.0]:cohort_dummy_11", "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_12", "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_12", "C(rel_time, contr.treatment(base=-1.0))[T.3.0]:cohort_dummy_12", "C(rel_time, contr.treatment(base=-1.0))[T.4.0]:cohort_dummy_12", "C(rel_time, contr.treatment(base=-1.0))[T.5.0]:cohort_dummy_12", "C(rel_time, contr.treatment(base=-1.0))[T.6.0]:cohort_dummy_12", "C(rel_time, contr.treatment(base=-1.0))[T.7.0]:cohort_dummy_12", "C(rel_time, contr.treatment(base=-1.0))[T.8.0]:cohort_dummy_12", "C(rel_time, contr.treatment(base=-1.0))[T.9.0]:cohort_dummy_12", "C(rel_time, contr.treatment(base=-1.0))[T.10.0]:cohort_dummy_12", "C(rel_time, contr.treatment(base=-1.0))[T.11.0]:cohort_dummy_12", "C(rel_time, contr.treatment(base=-1.0))[T.12.0]:cohort_dummy_12", "C(rel_time, contr.treatment(base=-1.0))[T.13.0]:cohort_dummy_12", "C(rel_time, contr.treatment(base=-1.0))[T.14.0]:cohort_dummy_12", "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_13", "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_13", "C(rel_time, contr.treatment(base=-1.0))[T.3.0]:cohort_dummy_13", "C(rel_time, contr.treatment(base=-1.0))[T.4.0]:cohort_dummy_13", "C(rel_time, contr.treatment(base=-1.0))[T.5.0]:cohort_dummy_13", "C(rel_time, contr.treatment(base=-1.0))[T.6.0]:cohort_dummy_13", "C(rel_time, contr.treatment(base=-1.0))[T.7.0]:cohort_dummy_13", "C(rel_time, contr.treatment(base=-1.0))[T.8.0]:cohort_dummy_13", "C(rel_time, contr.treatment(base=-1.0))[T.9.0]:cohort_dummy_13", "C(rel_time, contr.treatment(base=-1.0))[T.10.0]:cohort_dummy_13", "C(rel_time, contr.treatment(base=-1.0))[T.11.0]:cohort_dummy_13", "C(rel_time, contr.treatment(base=-1.0))[T.12.0]:cohort_dummy_13", "C(rel_time, contr.treatment(base=-1.0))[T.13.0]:cohort_dummy_13", "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_14", "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_14", "C(rel_time, contr.treatment(base=-1.0))[T.3.0]:cohort_dummy_14", "C(rel_time, contr.treatment(base=-1.0))[T.4.0]:cohort_dummy_14", "C(rel_time, contr.treatment(base=-1.0))[T.5.0]:cohort_dummy_14", "C(rel_time, contr.treatment(base=-1.0))[T.6.0]:cohort_dummy_14", "C(rel_time, contr.treatment(base=-1.0))[T.7.0]:cohort_dummy_14", "C(rel_time, contr.treatment(base=-1.0))[T.8.0]:cohort_dummy_14", "C(rel_time, contr.treatment(base=-1.0))[T.9.0]:cohort_dummy_14", "C(rel_time, contr.treatment(base=-1.0))[T.10.0]:cohort_dummy_14", "C(rel_time, contr.treatment(base=-1.0))[T.11.0]:cohort_dummy_14", "C(rel_time, contr.treatment(base=-1.0))[T.12.0]:cohort_dummy_14", "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_15", "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_15", "C(rel_time, contr.treatment(base=-1.0))[T.3.0]:cohort_dummy_15", "C(rel_time, contr.treatment(base=-1.0))[T.4.0]:cohort_dummy_15", "C(rel_time, contr.treatment(base=-1.0))[T.5.0]:cohort_dummy_15", "C(rel_time, contr.treatment(base=-1.0))[T.6.0]:cohort_dummy_15", "C(rel_time, contr.treatment(base=-1.0))[T.7.0]:cohort_dummy_15", "C(rel_time, contr.treatment(base=-1.0))[T.8.0]:cohort_dummy_15", "C(rel_time, contr.treatment(base=-1.0))[T.9.0]:cohort_dummy_15", "C(rel_time, contr.treatment(base=-1.0))[T.10.0]:cohort_dummy_15", "C(rel_time, contr.treatment(base=-1.0))[T.11.0]:cohort_dummy_15", "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_16", "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_16", "C(rel_time, contr.treatment(base=-1.0))[T.3.0]:cohort_dummy_16", "C(rel_time, contr.treatment(base=-1.0))[T.4.0]:cohort_dummy_16", "C(rel_time, contr.treatment(base=-1.0))[T.5.0]:cohort_dummy_16", "C(rel_time, contr.treatment(base=-1.0))[T.6.0]:cohort_dummy_16", "C(rel_time, contr.treatment(base=-1.0))[T.7.0]:cohort_dummy_16", "C(rel_time, contr.treatment(base=-1.0))[T.8.0]:cohort_dummy_16", "C(rel_time, contr.treatment(base=-1.0))[T.9.0]:cohort_dummy_16", "C(rel_time, contr.treatment(base=-1.0))[T.10.0]:cohort_dummy_16", "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_17", "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_17", "C(rel_time, contr.treatment(base=-1.0))[T.3.0]:cohort_dummy_17", "C(rel_time, contr.treatment(base=-1.0))[T.4.0]:cohort_dummy_17", "C(rel_time, contr.treatment(base=-1.0))[T.5.0]:cohort_dummy_17", "C(rel_time, contr.treatment(base=-1.0))[T.6.0]:cohort_dummy_17", "C(rel_time, contr.treatment(base=-1.0))[T.7.0]:cohort_dummy_17", "C(rel_time, contr.treatment(base=-1.0))[T.8.0]:cohort_dummy_17", "C(rel_time, contr.treatment(base=-1.0))[T.9.0]:cohort_dummy_17", "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_18", "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_18", "C(rel_time, contr.treatment(base=-1.0))[T.3.0]:cohort_dummy_18", "C(rel_time, contr.treatment(base=-1.0))[T.4.0]:cohort_dummy_18", "C(rel_time, contr.treatment(base=-1.0))[T.5.0]:cohort_dummy_18", "C(rel_time, contr.treatment(base=-1.0))[T.6.0]:cohort_dummy_18", "C(rel_time, contr.treatment(base=-1.0))[T.7.0]:cohort_dummy_18", "C(rel_time, contr.treatment(base=-1.0))[T.8.0]:cohort_dummy_18", "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_19", "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_19", "C(rel_time, contr.treatment(base=-1.0))[T.3.0]:cohort_dummy_19", "C(rel_time, contr.treatment(base=-1.0))[T.4.0]:cohort_dummy_19", "C(rel_time, contr.treatment(base=-1.0))[T.5.0]:cohort_dummy_19", "C(rel_time, contr.treatment(base=-1.0))[T.6.0]:cohort_dummy_19", "C(rel_time, contr.treatment(base=-1.0))[T.7.0]:cohort_dummy_19", "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_20", "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_20", "C(rel_time, contr.treatment(base=-1.0))[T.3.0]:cohort_dummy_20", "C(rel_time, contr.treatment(base=-1.0))[T.4.0]:cohort_dummy_20", "C(rel_time, contr.treatment(base=-1.0))[T.5.0]:cohort_dummy_20", "C(rel_time, contr.treatment(base=-1.0))[T.6.0]:cohort_dummy_20", "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_21", "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_21", "C(rel_time, contr.treatment(base=-1.0))[T.3.0]:cohort_dummy_21", "C(rel_time, contr.treatment(base=-1.0))[T.4.0]:cohort_dummy_21", "C(rel_time, contr.treatment(base=-1.0))[T.5.0]:cohort_dummy_21", "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_22", "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_22", "C(rel_time, contr.treatment(base=-1.0))[T.3.0]:cohort_dummy_22", "C(rel_time, contr.treatment(base=-1.0))[T.4.0]:cohort_dummy_22", "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_23", "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_23", "C(rel_time, contr.treatment(base=-1.0))[T.3.0]:cohort_dummy_23" ], "deviations": [ { "event_time": -3.0, "cohort": 4, "estimate": -0.2075376620075934 }, { "event_time": -2.0, "cohort": 4, "estimate": -0.4226014534551158 }, { "event_time": 0.0, "cohort": 4, "estimate": 0.008722757361631507 }, { "event_time": 1.0, "cohort": 4, "estimate": 0.12424134405619347 }, { "event_time": 2.0, "cohort": 4, "estimate": 0.10226433204424049 }, { "event_time": 3.0, "cohort": 4, "estimate": 0.06446425288787572 }, { "event_time": 4.0, "cohort": 4, "estimate": 0.1240973169301101 }, { "event_time": 5.0, "cohort": 4, "estimate": 0.08833130777698206 }, { "event_time": 6.0, "cohort": 4, "estimate": 0.025818262073504974 }, { "event_time": 7.0, "cohort": 4, "estimate": 0.010794785245753833 }, { "event_time": 8.0, "cohort": 4, "estimate": 0.20441166361008234 }, { "event_time": 9.0, "cohort": 4, "estimate": 2.8091058750852427 }, { "event_time": 10.0, "cohort": 4, "estimate": 0.153845821149221 }, { "event_time": 11.0, "cohort": 4, "estimate": 2.9830603686287547 }, { "event_time": 12.0, "cohort": 4, "estimate": 3.0689346492868625 }, { "event_time": 13.0, "cohort": 4, "estimate": 2.711096322799698 }, { "event_time": 14.0, "cohort": 4, "estimate": 2.586340626641049 }, { "event_time": 15.0, "cohort": 4, "estimate": 2.668374878819076 }, { "event_time": 16.0, "cohort": 4, "estimate": 2.245066443773414 }, { "event_time": 17.0, "cohort": 4, "estimate": 2.6068530259681104 }, { "event_time": 18.0, "cohort": 4, "estimate": 2.1911274605488167 }, { "event_time": 19.0, "cohort": 4, "estimate": 1.7455774070194534 }, { "event_time": 20.0, "cohort": 4, "estimate": 1.8286061753621552 }, { "event_time": 21.0, "cohort": 4, "estimate": 1.850420724599449 }, { "event_time": 22.0, "cohort": 4, "estimate": 1.7853320892424864 }, { "event_time": -4.0, "cohort": 5, "estimate": -0.2935837813203078 }, { "event_time": -3.0, "cohort": 5, "estimate": -0.2939024227967861 }, { "event_time": -2.0, "cohort": 5, "estimate": -0.4778090683140862 }, { "event_time": 0.0, "cohort": 5, "estimate": -0.02711727068758658 }, { "event_time": 1.0, "cohort": 5, "estimate": 0.09171032637634793 }, { "event_time": 2.0, "cohort": 5, "estimate": 0.11933815507719202 }, { "event_time": 3.0, "cohort": 5, "estimate": 0.054239965838087316 }, { "event_time": 4.0, "cohort": 5, "estimate": 0.05372965133912529 }, { "event_time": 5.0, "cohort": 5, "estimate": 0.08539233277094818 }, { "event_time": 6.0, "cohort": 5, "estimate": 0.07481641342644793 }, { "event_time": 7.0, "cohort": 5, "estimate": 0.003181541787342021 }, { "event_time": 8.0, "cohort": 5, "estimate": 0.09796498255689991 }, { "event_time": 9.0, "cohort": 5, "estimate": -0.023410788300528493 }, { "event_time": 10.0, "cohort": 5, "estimate": 0.0672618510966614 }, { "event_time": 11.0, "cohort": 5, "estimate": -0.07065374480422382 }, { "event_time": 12.0, "cohort": 5, "estimate": -0.020459780275230696 }, { "event_time": 13.0, "cohort": 5, "estimate": -0.0714375916666546 }, { "event_time": 14.0, "cohort": 5, "estimate": -0.047998661321438 }, { "event_time": 15.0, "cohort": 5, "estimate": -0.15995285330592451 }, { "event_time": 16.0, "cohort": 5, "estimate": 0.5935371624450154 }, { "event_time": 17.0, "cohort": 5, "estimate": 0.6251027302347258 }, { "event_time": 18.0, "cohort": 5, "estimate": 0.3075899412631632 }, { "event_time": 19.0, "cohort": 5, "estimate": 0.4558923045429223 }, { "event_time": 20.0, "cohort": 5, "estimate": 0.5290794327916601 }, { "event_time": 21.0, "cohort": 5, "estimate": 0.7004250145738597 }, { "event_time": -5.0, "cohort": 6, "estimate": -0.43290979598717905 }, { "event_time": -4.0, "cohort": 6, "estimate": -0.9226288685935411 }, { "event_time": -3.0, "cohort": 6, "estimate": -0.8802961661912762 }, { "event_time": -2.0, "cohort": 6, "estimate": -1.010757606691445 }, { "event_time": 0.0, "cohort": 6, "estimate": -0.5816786395427281 }, { "event_time": 1.0, "cohort": 6, "estimate": 0.1299478122573801 }, { "event_time": 2.0, "cohort": 6, "estimate": 0.07562891770661086 }, { "event_time": 3.0, "cohort": 6, "estimate": -0.4723590566297573 }, { "event_time": 4.0, "cohort": 6, "estimate": 0.04115221947171642 }, { "event_time": 5.0, "cohort": 6, "estimate": 0.0051748961283955425 }, { "event_time": 6.0, "cohort": 6, "estimate": 0.009154084163980877 }, { "event_time": 7.0, "cohort": 6, "estimate": -0.07346475863677526 }, { "event_time": 8.0, "cohort": 6, "estimate": 0.10595705182844858 }, { "event_time": 9.0, "cohort": 6, "estimate": -0.014368838183887532 }, { "event_time": 10.0, "cohort": 6, "estimate": -0.22796195663051672 }, { "event_time": 11.0, "cohort": 6, "estimate": -0.14876601979021187 }, { "event_time": 12.0, "cohort": 6, "estimate": 0.16403667084811274 }, { "event_time": 13.0, "cohort": 6, "estimate": 0.14972199411040307 }, { "event_time": 14.0, "cohort": 6, "estimate": 0.0798924565711391 }, { "event_time": 15.0, "cohort": 6, "estimate": -0.09057768081524947 }, { "event_time": 16.0, "cohort": 6, "estimate": 0.009270370761223848 }, { "event_time": 17.0, "cohort": 6, "estimate": 0.20750635885158086 }, { "event_time": 18.0, "cohort": 6, "estimate": -0.08279442926050444 }, { "event_time": 19.0, "cohort": 6, "estimate": 0.10373989168517914 }, { "event_time": 20.0, "cohort": 6, "estimate": 0.220897458854013 }, { "event_time": -6.0, "cohort": 7, "estimate": -0.2859301129720394 }, { "event_time": -5.0, "cohort": 7, "estimate": -0.19217629201374176 }, { "event_time": -4.0, "cohort": 7, "estimate": -0.242684154372812 }, { "event_time": -3.0, "cohort": 7, "estimate": -0.11455745566755737 }, { "event_time": -2.0, "cohort": 7, "estimate": -0.42306118377740903 }, { "event_time": 0.0, "cohort": 7, "estimate": 0.08236340933924251 }, { "event_time": 1.0, "cohort": 7, "estimate": 0.15682138096688336 }, { "event_time": 2.0, "cohort": 7, "estimate": 0.20293548587084845 }, { "event_time": 3.0, "cohort": 7, "estimate": 0.21727839971347876 }, { "event_time": 4.0, "cohort": 7, "estimate": 0.21375859674184716 }, { "event_time": 5.0, "cohort": 7, "estimate": 0.13798695179492632 }, { "event_time": 6.0, "cohort": 7, "estimate": 0.10184472401567116 }, { "event_time": 7.0, "cohort": 7, "estimate": 0.025652521252601677 }, { "event_time": 8.0, "cohort": 7, "estimate": 0.13961321002474797 }, { "event_time": 9.0, "cohort": 7, "estimate": 0.08699782415311529 }, { "event_time": 10.0, "cohort": 7, "estimate": 0.104780870915454 }, { "event_time": 11.0, "cohort": 7, "estimate": 0.028836425267242588 }, { "event_time": 12.0, "cohort": 7, "estimate": 0.18024441150353707 }, { "event_time": 13.0, "cohort": 7, "estimate": -0.06730962077113431 }, { "event_time": 14.0, "cohort": 7, "estimate": -0.2768397417454351 }, { "event_time": 15.0, "cohort": 7, "estimate": -0.17127982601560635 }, { "event_time": 16.0, "cohort": 7, "estimate": -0.19285741736711365 }, { "event_time": 17.0, "cohort": 7, "estimate": -0.17760356999349933 }, { "event_time": 18.0, "cohort": 7, "estimate": -0.3271684732717835 }, { "event_time": 19.0, "cohort": 7, "estimate": -0.17232439790583742 }, { "event_time": -7.0, "cohort": 8, "estimate": -0.49669645988246713 }, { "event_time": -6.0, "cohort": 8, "estimate": -0.720850093025313 }, { "event_time": -5.0, "cohort": 8, "estimate": -0.5528843671195587 }, { "event_time": -4.0, "cohort": 8, "estimate": -0.517349066048173 }, { "event_time": -3.0, "cohort": 8, "estimate": -0.21981591787469862 }, { "event_time": -2.0, "cohort": 8, "estimate": -0.37614814320209927 }, { "event_time": 0.0, "cohort": 8, "estimate": -0.03462857616115936 }, { "event_time": 1.0, "cohort": 8, "estimate": -0.0722178636936629 }, { "event_time": 2.0, "cohort": 8, "estimate": 0.04220268709748154 }, { "event_time": 3.0, "cohort": 8, "estimate": 0.09495290563656682 }, { "event_time": 4.0, "cohort": 8, "estimate": 0.03927182021981043 }, { "event_time": 5.0, "cohort": 8, "estimate": -0.04030211816865312 }, { "event_time": 6.0, "cohort": 8, "estimate": -0.038207956411926605 }, { "event_time": 7.0, "cohort": 8, "estimate": -0.06313812296183291 }, { "event_time": 8.0, "cohort": 8, "estimate": 0.03475633135116496 }, { "event_time": 9.0, "cohort": 8, "estimate": -0.051655890152110195 }, { "event_time": 10.0, "cohort": 8, "estimate": 0.028419081743996502 }, { "event_time": 11.0, "cohort": 8, "estimate": -0.1479857707435105 }, { "event_time": 12.0, "cohort": 8, "estimate": 0.16763648494673816 }, { "event_time": 13.0, "cohort": 8, "estimate": 0.04679165496810547 }, { "event_time": 14.0, "cohort": 8, "estimate": -0.21294161959067512 }, { "event_time": 15.0, "cohort": 8, "estimate": 0.11815096893980903 }, { "event_time": 16.0, "cohort": 8, "estimate": 0.06276665529042393 }, { "event_time": 17.0, "cohort": 8, "estimate": 0.4509113649695891 }, { "event_time": 18.0, "cohort": 8, "estimate": -0.043040461056904386 }, { "event_time": -8.0, "cohort": 9, "estimate": -0.6185727968476622 }, { "event_time": -7.0, "cohort": 9, "estimate": -0.45623664278875226 }, { "event_time": -6.0, "cohort": 9, "estimate": -0.5871739991536231 }, { "event_time": -5.0, "cohort": 9, "estimate": -0.41472555814947054 }, { "event_time": -4.0, "cohort": 9, "estimate": -0.35812626595740965 }, { "event_time": -3.0, "cohort": 9, "estimate": -0.3187021378249428 }, { "event_time": -2.0, "cohort": 9, "estimate": -0.3847383452164318 }, { "event_time": 0.0, "cohort": 9, "estimate": 0.02663876299612379 }, { "event_time": 1.0, "cohort": 9, "estimate": 0.1033501421252308 }, { "event_time": 2.0, "cohort": 9, "estimate": 0.1328275692071781 }, { "event_time": 3.0, "cohort": 9, "estimate": 0.1484126003374448 }, { "event_time": 4.0, "cohort": 9, "estimate": 0.07082976487007164 }, { "event_time": 5.0, "cohort": 9, "estimate": 0.0568549497111677 }, { "event_time": 6.0, "cohort": 9, "estimate": 0.08433370525907845 }, { "event_time": 7.0, "cohort": 9, "estimate": -0.11743122792547056 }, { "event_time": 8.0, "cohort": 9, "estimate": 0.2380288575789683 }, { "event_time": 9.0, "cohort": 9, "estimate": 0.12398724798656897 }, { "event_time": 10.0, "cohort": 9, "estimate": 0.11748117568861714 }, { "event_time": 11.0, "cohort": 9, "estimate": -0.01259113639263354 }, { "event_time": 12.0, "cohort": 9, "estimate": 0.04473643862773666 }, { "event_time": 13.0, "cohort": 9, "estimate": 0.05337433795799702 }, { "event_time": 14.0, "cohort": 9, "estimate": 0.026371097364592824 }, { "event_time": 15.0, "cohort": 9, "estimate": -0.026370902822254544 }, { "event_time": 16.0, "cohort": 9, "estimate": -0.012917607294326477 }, { "event_time": 17.0, "cohort": 9, "estimate": -0.07908089396445861 }, { "event_time": -9.0, "cohort": 10, "estimate": -0.37738490991217155 }, { "event_time": -8.0, "cohort": 10, "estimate": -0.5184619464414616 }, { "event_time": -7.0, "cohort": 10, "estimate": -0.3310233333943249 }, { "event_time": -6.0, "cohort": 10, "estimate": -0.1039878651511632 }, { "event_time": -5.0, "cohort": 10, "estimate": 0.010440725428842723 }, { "event_time": -4.0, "cohort": 10, "estimate": 0.006567225191272341 }, { "event_time": -3.0, "cohort": 10, "estimate": 0.12501105886994673 }, { "event_time": -2.0, "cohort": 10, "estimate": -0.4477239853352395 }, { "event_time": 0.0, "cohort": 10, "estimate": -0.038418423211550645 }, { "event_time": 1.0, "cohort": 10, "estimate": 0.16320939822570063 }, { "event_time": 2.0, "cohort": 10, "estimate": 0.5155239964467 }, { "event_time": 3.0, "cohort": 10, "estimate": 0.41912711411295805 }, { "event_time": 4.0, "cohort": 10, "estimate": 0.45593930004008865 }, { "event_time": 5.0, "cohort": 10, "estimate": 0.4118291668499281 }, { "event_time": 6.0, "cohort": 10, "estimate": 0.27049197103950695 }, { "event_time": 7.0, "cohort": 10, "estimate": 0.2575366537492832 }, { "event_time": 8.0, "cohort": 10, "estimate": 0.5506935119196068 }, { "event_time": 9.0, "cohort": 10, "estimate": 0.7434215208264061 }, { "event_time": 10.0, "cohort": 10, "estimate": 0.7110896324986961 }, { "event_time": 11.0, "cohort": 10, "estimate": 0.5323444484966623 }, { "event_time": 12.0, "cohort": 10, "estimate": 0.3488428725170713 }, { "event_time": 13.0, "cohort": 10, "estimate": 0.38883819901653627 }, { "event_time": 14.0, "cohort": 10, "estimate": 0.28755871079438183 }, { "event_time": 15.0, "cohort": 10, "estimate": 0.3673588598956452 }, { "event_time": 16.0, "cohort": 10, "estimate": 0.664509717105555 }, { "event_time": -10.0, "cohort": 11, "estimate": -2.9491775364220087 }, { "event_time": -9.0, "cohort": 11, "estimate": -2.9374584267492736 }, { "event_time": -8.0, "cohort": 11, "estimate": -3.055453051270267 }, { "event_time": -7.0, "cohort": 11, "estimate": -2.9072461885498173 }, { "event_time": -6.0, "cohort": 11, "estimate": -3.100440641581029 }, { "event_time": -5.0, "cohort": 11, "estimate": -0.19704855462162701 }, { "event_time": -4.0, "cohort": 11, "estimate": 0.04451841373040272 }, { "event_time": -3.0, "cohort": 11, "estimate": -2.8249466839229007 }, { "event_time": -2.0, "cohort": 11, "estimate": -3.0590660151571427 }, { "event_time": 0.0, "cohort": 11, "estimate": -2.553709295298543 }, { "event_time": 1.0, "cohort": 11, "estimate": -2.324197446836562 }, { "event_time": 2.0, "cohort": 11, "estimate": 0.308676441818678 }, { "event_time": 3.0, "cohort": 11, "estimate": -2.3984173994303646 }, { "event_time": 4.0, "cohort": 11, "estimate": -2.393911737266922 }, { "event_time": 5.0, "cohort": 11, "estimate": -2.5226659809675764 }, { "event_time": 6.0, "cohort": 11, "estimate": -2.395270153676831 }, { "event_time": 7.0, "cohort": 11, "estimate": -2.4113294652078126 }, { "event_time": 8.0, "cohort": 11, "estimate": -2.3599463205016686 }, { "event_time": 9.0, "cohort": 11, "estimate": -2.5215423423673644 }, { "event_time": 10.0, "cohort": 11, "estimate": -2.580303332162092 }, { "event_time": 11.0, "cohort": 11, "estimate": -2.8349377233997255 }, { "event_time": 12.0, "cohort": 11, "estimate": -2.463460225627248 }, { "event_time": 13.0, "cohort": 11, "estimate": -2.546548115717758 }, { "event_time": 14.0, "cohort": 11, "estimate": -2.4831123459053215 }, { "event_time": 15.0, "cohort": 11, "estimate": -2.600393025308486 }, { "event_time": -11.0, "cohort": 12, "estimate": -0.6061462380722624 }, { "event_time": -10.0, "cohort": 12, "estimate": -0.4547262465202737 }, { "event_time": -9.0, "cohort": 12, "estimate": -0.41937974571768843 }, { "event_time": -8.0, "cohort": 12, "estimate": -0.6083768901740338 }, { "event_time": -7.0, "cohort": 12, "estimate": -0.41340819171885335 }, { "event_time": -6.0, "cohort": 12, "estimate": -0.5814636891887746 }, { "event_time": -5.0, "cohort": 12, "estimate": -0.33811116890472764 }, { "event_time": -4.0, "cohort": 12, "estimate": -0.3316492447691448 }, { "event_time": -3.0, "cohort": 12, "estimate": -0.28684671334311407 }, { "event_time": -2.0, "cohort": 12, "estimate": -0.45133303823658366 }, { "event_time": 0.0, "cohort": 12, "estimate": 0.028025901763801764 }, { "event_time": 1.0, "cohort": 12, "estimate": 0.08544867651300979 }, { "event_time": 2.0, "cohort": 12, "estimate": 0.09209471130002961 }, { "event_time": 3.0, "cohort": 12, "estimate": 0.06312652223752176 }, { "event_time": 4.0, "cohort": 12, "estimate": -0.05234715199856381 }, { "event_time": 5.0, "cohort": 12, "estimate": -0.009994662056954297 }, { "event_time": 6.0, "cohort": 12, "estimate": 0.3052634358401245 }, { "event_time": 7.0, "cohort": 12, "estimate": -0.1674014974607092 }, { "event_time": 8.0, "cohort": 12, "estimate": 0.3542157905534674 }, { "event_time": 9.0, "cohort": 12, "estimate": 0.2616991169663572 }, { "event_time": 10.0, "cohort": 12, "estimate": 0.2533763524422332 }, { "event_time": 11.0, "cohort": 12, "estimate": 0.0748906409736931 }, { "event_time": 12.0, "cohort": 12, "estimate": 0.20855048283528543 }, { "event_time": 13.0, "cohort": 12, "estimate": 0.2253567077919445 }, { "event_time": 14.0, "cohort": 12, "estimate": 0.048048118798253665 }, { "event_time": -12.0, "cohort": 13, "estimate": -1.076213297053449 }, { "event_time": -11.0, "cohort": 13, "estimate": -0.9064105971005038 }, { "event_time": -10.0, "cohort": 13, "estimate": -0.6726012423507596 }, { "event_time": -9.0, "cohort": 13, "estimate": -0.6367215511290794 }, { "event_time": -8.0, "cohort": 13, "estimate": -0.8106080934027068 }, { "event_time": -7.0, "cohort": 13, "estimate": -0.6830242816957737 }, { "event_time": -6.0, "cohort": 13, "estimate": -0.7547329721524009 }, { "event_time": -5.0, "cohort": 13, "estimate": -0.6234607229490503 }, { "event_time": -4.0, "cohort": 13, "estimate": -0.5393900010897243 }, { "event_time": -3.0, "cohort": 13, "estimate": -0.47661906253410236 }, { "event_time": -2.0, "cohort": 13, "estimate": -0.5331896274386426 }, { "event_time": 0.0, "cohort": 13, "estimate": -0.20958858764948 }, { "event_time": 1.0, "cohort": 13, "estimate": 0.015028057567549935 }, { "event_time": 2.0, "cohort": 13, "estimate": -0.03689373147081404 }, { "event_time": 3.0, "cohort": 13, "estimate": -0.18699134161946473 }, { "event_time": 4.0, "cohort": 13, "estimate": -0.11146592133538397 }, { "event_time": 5.0, "cohort": 13, "estimate": -0.03637359076715499 }, { "event_time": 6.0, "cohort": 13, "estimate": -0.13988600232596554 }, { "event_time": 7.0, "cohort": 13, "estimate": -0.044034784376890956 }, { "event_time": 8.0, "cohort": 13, "estimate": -0.03874904113639857 }, { "event_time": 9.0, "cohort": 13, "estimate": -0.031163464713598876 }, { "event_time": 10.0, "cohort": 13, "estimate": 0.12815201305726795 }, { "event_time": 11.0, "cohort": 13, "estimate": -0.029564661448676567 }, { "event_time": 12.0, "cohort": 13, "estimate": 0.18393844586603955 }, { "event_time": 13.0, "cohort": 13, "estimate": 0.27977081010169086 }, { "event_time": -13.0, "cohort": 14, "estimate": -0.1556718500532045 }, { "event_time": -12.0, "cohort": 14, "estimate": -0.6656571351256307 }, { "event_time": -11.0, "cohort": 14, "estimate": -0.5404052624376254 }, { "event_time": -10.0, "cohort": 14, "estimate": -0.3521428004557883 }, { "event_time": -9.0, "cohort": 14, "estimate": -0.35457756912260396 }, { "event_time": -8.0, "cohort": 14, "estimate": -0.4944476174503842 }, { "event_time": -7.0, "cohort": 14, "estimate": -0.387747337716537 }, { "event_time": -6.0, "cohort": 14, "estimate": -0.5588431666340035 }, { "event_time": -5.0, "cohort": 14, "estimate": -0.33263859460566 }, { "event_time": -4.0, "cohort": 14, "estimate": -0.32557728763190846 }, { "event_time": -3.0, "cohort": 14, "estimate": -0.3073314881673316 }, { "event_time": -2.0, "cohort": 14, "estimate": -0.43979856745387264 }, { "event_time": 0.0, "cohort": 14, "estimate": 0.20684741705558746 }, { "event_time": 1.0, "cohort": 14, "estimate": 0.36114128280504093 }, { "event_time": 2.0, "cohort": 14, "estimate": 0.20672133077693025 }, { "event_time": 3.0, "cohort": 14, "estimate": 0.0197657988129631 }, { "event_time": 4.0, "cohort": 14, "estimate": 0.09805505170174647 }, { "event_time": 5.0, "cohort": 14, "estimate": 0.006450756392324737 }, { "event_time": 6.0, "cohort": 14, "estimate": 0.0799752040196543 }, { "event_time": 7.0, "cohort": 14, "estimate": -0.12810554704477367 }, { "event_time": 8.0, "cohort": 14, "estimate": 0.11596717425798142 }, { "event_time": 9.0, "cohort": 14, "estimate": 0.015013582154514774 }, { "event_time": 10.0, "cohort": 14, "estimate": 0.04650940762413647 }, { "event_time": 11.0, "cohort": 14, "estimate": -0.09319769923929569 }, { "event_time": 12.0, "cohort": 14, "estimate": 0.05812259794983904 }, { "event_time": -14.0, "cohort": 15, "estimate": -0.518323544117989 }, { "event_time": -13.0, "cohort": 15, "estimate": -0.08216762345645368 }, { "event_time": -12.0, "cohort": 15, "estimate": -0.6601349676329192 }, { "event_time": -11.0, "cohort": 15, "estimate": -0.48481804288723196 }, { "event_time": -10.0, "cohort": 15, "estimate": -0.32094647196916515 }, { "event_time": -9.0, "cohort": 15, "estimate": -0.34527091149223976 }, { "event_time": -8.0, "cohort": 15, "estimate": -0.44451288170418723 }, { "event_time": -7.0, "cohort": 15, "estimate": -0.38721200214480106 }, { "event_time": -6.0, "cohort": 15, "estimate": -0.5523762442303138 }, { "event_time": -5.0, "cohort": 15, "estimate": -0.3528496317086402 }, { "event_time": -4.0, "cohort": 15, "estimate": -0.3091391420702524 }, { "event_time": -3.0, "cohort": 15, "estimate": -0.20552993100426697 }, { "event_time": -2.0, "cohort": 15, "estimate": -0.41534955585114536 }, { "event_time": 0.0, "cohort": 15, "estimate": -0.007447390077043007 }, { "event_time": 1.0, "cohort": 15, "estimate": 0.12003263331349573 }, { "event_time": 2.0, "cohort": 15, "estimate": 0.10334694346680637 }, { "event_time": 3.0, "cohort": 15, "estimate": 0.14224006631693428 }, { "event_time": 4.0, "cohort": 15, "estimate": 0.07741510463277049 }, { "event_time": 5.0, "cohort": 15, "estimate": 0.08885383970169208 }, { "event_time": 6.0, "cohort": 15, "estimate": -0.07325544079517057 }, { "event_time": 7.0, "cohort": 15, "estimate": -0.040748245576088526 }, { "event_time": 8.0, "cohort": 15, "estimate": 0.1201180478644694 }, { "event_time": 9.0, "cohort": 15, "estimate": 0.028537253855783835 }, { "event_time": 10.0, "cohort": 15, "estimate": 0.06541278288867576 }, { "event_time": 11.0, "cohort": 15, "estimate": -0.08533583506193446 }, { "event_time": -15.0, "cohort": 16, "estimate": -0.6836623185363563 }, { "event_time": -14.0, "cohort": 16, "estimate": -0.4842631737596529 }, { "event_time": -13.0, "cohort": 16, "estimate": -0.38572210117717964 }, { "event_time": -12.0, "cohort": 16, "estimate": -0.6746929323119154 }, { "event_time": -11.0, "cohort": 16, "estimate": -0.5637791356902208 }, { "event_time": -10.0, "cohort": 16, "estimate": -0.4175069241061905 }, { "event_time": -9.0, "cohort": 16, "estimate": -0.39181267934086184 }, { "event_time": -8.0, "cohort": 16, "estimate": -0.5288907361429134 }, { "event_time": -7.0, "cohort": 16, "estimate": -0.4042921307472039 }, { "event_time": -6.0, "cohort": 16, "estimate": -0.5500669258390729 }, { "event_time": -5.0, "cohort": 16, "estimate": -0.38434578819541065 }, { "event_time": -4.0, "cohort": 16, "estimate": -0.3211112214265701 }, { "event_time": -3.0, "cohort": 16, "estimate": -0.2178681782445855 }, { "event_time": -2.0, "cohort": 16, "estimate": -0.4241821303995395 }, { "event_time": 0.0, "cohort": 16, "estimate": -0.023023195390321383 }, { "event_time": 1.0, "cohort": 16, "estimate": 0.16922555094014377 }, { "event_time": 2.0, "cohort": 16, "estimate": 0.17213561741070754 }, { "event_time": 3.0, "cohort": 16, "estimate": 0.3031315150074881 }, { "event_time": 4.0, "cohort": 16, "estimate": 0.31950302170834205 }, { "event_time": 5.0, "cohort": 16, "estimate": 0.2693243483101346 }, { "event_time": 6.0, "cohort": 16, "estimate": 0.2817935846516394 }, { "event_time": 7.0, "cohort": 16, "estimate": 0.11011940217261525 }, { "event_time": 8.0, "cohort": 16, "estimate": 0.29599370498827354 }, { "event_time": 9.0, "cohort": 16, "estimate": 0.40011663893927707 }, { "event_time": 10.0, "cohort": 16, "estimate": 0.13115392598357517 }, { "event_time": -16.0, "cohort": 17, "estimate": -0.6893998351197393 }, { "event_time": -15.0, "cohort": 17, "estimate": -0.6934478024902483 }, { "event_time": -14.0, "cohort": 17, "estimate": -0.6252026271894537 }, { "event_time": -13.0, "cohort": 17, "estimate": -0.5199489953092021 }, { "event_time": -12.0, "cohort": 17, "estimate": -0.834142542168037 }, { "event_time": -11.0, "cohort": 17, "estimate": -0.7013121686046078 }, { "event_time": -10.0, "cohort": 17, "estimate": -0.5702327555268973 }, { "event_time": -9.0, "cohort": 17, "estimate": -0.4408540703700924 }, { "event_time": -8.0, "cohort": 17, "estimate": -0.6763204118683237 }, { "event_time": -7.0, "cohort": 17, "estimate": -0.4990810895312613 }, { "event_time": -6.0, "cohort": 17, "estimate": -0.6920380715340031 }, { "event_time": -5.0, "cohort": 17, "estimate": -0.4846673879150432 }, { "event_time": -4.0, "cohort": 17, "estimate": -0.41662404094735084 }, { "event_time": -3.0, "cohort": 17, "estimate": -0.3583571687023371 }, { "event_time": -2.0, "cohort": 17, "estimate": -0.4876046426301327 }, { "event_time": 0.0, "cohort": 17, "estimate": 0.5155553388936154 }, { "event_time": 1.0, "cohort": 17, "estimate": 0.631884636124396 }, { "event_time": 2.0, "cohort": 17, "estimate": 0.5414106838486237 }, { "event_time": 3.0, "cohort": 17, "estimate": 0.41582289320880783 }, { "event_time": 4.0, "cohort": 17, "estimate": 0.4549876535057423 }, { "event_time": 5.0, "cohort": 17, "estimate": 0.3000502324357486 }, { "event_time": 6.0, "cohort": 17, "estimate": 0.1549794227587465 }, { "event_time": 7.0, "cohort": 17, "estimate": 0.008465177048454231 }, { "event_time": 8.0, "cohort": 17, "estimate": 0.029029521281350196 }, { "event_time": 9.0, "cohort": 17, "estimate": 0.06283335456075267 }, { "event_time": -17.0, "cohort": 18, "estimate": -0.8754675893715245 }, { "event_time": -16.0, "cohort": 18, "estimate": -0.9379627321324511 }, { "event_time": -15.0, "cohort": 18, "estimate": -0.9099661895641368 }, { "event_time": -14.0, "cohort": 18, "estimate": -0.7573218484289631 }, { "event_time": -13.0, "cohort": 18, "estimate": -0.8071268126890153 }, { "event_time": -12.0, "cohort": 18, "estimate": -1.078633845268914 }, { "event_time": -11.0, "cohort": 18, "estimate": -1.0015164551765217 }, { "event_time": -10.0, "cohort": 18, "estimate": -0.7482276295366157 }, { "event_time": -9.0, "cohort": 18, "estimate": -0.7493253042767061 }, { "event_time": -8.0, "cohort": 18, "estimate": -0.8941544081854651 }, { "event_time": -7.0, "cohort": 18, "estimate": -0.8304414569018346 }, { "event_time": -6.0, "cohort": 18, "estimate": -0.9309324565966521 }, { "event_time": -5.0, "cohort": 18, "estimate": -0.7921680894951153 }, { "event_time": -4.0, "cohort": 18, "estimate": -0.6664829099148782 }, { "event_time": -3.0, "cohort": 18, "estimate": -0.6901461619038967 }, { "event_time": -2.0, "cohort": 18, "estimate": -0.30496819207984494 }, { "event_time": 0.0, "cohort": 18, "estimate": 0.042158601855753264 }, { "event_time": 1.0, "cohort": 18, "estimate": 0.1739212437546996 }, { "event_time": 2.0, "cohort": 18, "estimate": 0.08388719362500169 }, { "event_time": 3.0, "cohort": 18, "estimate": 0.13029739543590507 }, { "event_time": 4.0, "cohort": 18, "estimate": 0.01951512040041177 }, { "event_time": 5.0, "cohort": 18, "estimate": -0.02448630569663858 }, { "event_time": 6.0, "cohort": 18, "estimate": -0.181716788406524 }, { "event_time": 7.0, "cohort": 18, "estimate": -0.1953536549886125 }, { "event_time": 8.0, "cohort": 18, "estimate": 0.021903309628023254 }, { "event_time": -18.0, "cohort": 19, "estimate": -0.3870572690171443 }, { "event_time": -17.0, "cohort": 19, "estimate": -0.33304901391946873 }, { "event_time": -16.0, "cohort": 19, "estimate": -0.3645941437132111 }, { "event_time": -15.0, "cohort": 19, "estimate": -0.3131680320737374 }, { "event_time": -14.0, "cohort": 19, "estimate": -0.19125685947158394 }, { "event_time": -13.0, "cohort": 19, "estimate": -0.13000040017639714 }, { "event_time": -12.0, "cohort": 19, "estimate": -0.4064650238405903 }, { "event_time": -11.0, "cohort": 19, "estimate": -0.2648482752356891 }, { "event_time": -10.0, "cohort": 19, "estimate": -0.10175658542704219 }, { "event_time": -9.0, "cohort": 19, "estimate": -0.050331439213671114 }, { "event_time": -8.0, "cohort": 19, "estimate": -0.19884464742828756 }, { "event_time": -7.0, "cohort": 19, "estimate": -0.02741226006549677 }, { "event_time": -6.0, "cohort": 19, "estimate": -0.23695395731506932 }, { "event_time": -5.0, "cohort": 19, "estimate": 0.006876187138665779 }, { "event_time": -4.0, "cohort": 19, "estimate": 0.12750862921636352 }, { "event_time": -3.0, "cohort": 19, "estimate": 0.17199265837409983 }, { "event_time": -2.0, "cohort": 19, "estimate": -0.3538863600765886 }, { "event_time": 0.0, "cohort": 19, "estimate": 0.05190222513340431 }, { "event_time": 1.0, "cohort": 19, "estimate": 0.8151758568138164 }, { "event_time": 2.0, "cohort": 19, "estimate": 1.0051449874169203 }, { "event_time": 3.0, "cohort": 19, "estimate": -0.09931596913207397 }, { "event_time": 4.0, "cohort": 19, "estimate": 0.17760396961741282 }, { "event_time": 5.0, "cohort": 19, "estimate": 0.1535658229599357 }, { "event_time": 6.0, "cohort": 19, "estimate": -0.006010796865593637 }, { "event_time": 7.0, "cohort": 19, "estimate": 0.01646010672850834 }, { "event_time": -19.0, "cohort": 20, "estimate": -0.8164692695366497 }, { "event_time": -18.0, "cohort": 20, "estimate": -1.0440426802811917 }, { "event_time": -17.0, "cohort": 20, "estimate": -0.8656564912581389 }, { "event_time": -16.0, "cohort": 20, "estimate": -0.6890967480645065 }, { "event_time": -15.0, "cohort": 20, "estimate": -0.914638075682497 }, { "event_time": -14.0, "cohort": 20, "estimate": -0.7872548831633269 }, { "event_time": -13.0, "cohort": 20, "estimate": -0.7155660765636845 }, { "event_time": -12.0, "cohort": 20, "estimate": -1.2588843830409426 }, { "event_time": -11.0, "cohort": 20, "estimate": -0.8502157214010146 }, { "event_time": -10.0, "cohort": 20, "estimate": -0.5772504729095147 }, { "event_time": -9.0, "cohort": 20, "estimate": -0.6923183379663105 }, { "event_time": -8.0, "cohort": 20, "estimate": -0.8707773462884315 }, { "event_time": -7.0, "cohort": 20, "estimate": -0.7017756897039603 }, { "event_time": -6.0, "cohort": 20, "estimate": -0.7110797490565638 }, { "event_time": -5.0, "cohort": 20, "estimate": -0.551187332290392 }, { "event_time": -4.0, "cohort": 20, "estimate": -0.7715233474205407 }, { "event_time": -3.0, "cohort": 20, "estimate": -0.6537564639734493 }, { "event_time": -2.0, "cohort": 20, "estimate": -0.7512217058481416 }, { "event_time": 0.0, "cohort": 20, "estimate": -0.5405143456008789 }, { "event_time": 1.0, "cohort": 20, "estimate": -0.027881019983787322 }, { "event_time": 2.0, "cohort": 20, "estimate": -0.35139159041585194 }, { "event_time": 3.0, "cohort": 20, "estimate": -0.25287322812062374 }, { "event_time": 4.0, "cohort": 20, "estimate": -0.07928095521991178 }, { "event_time": 5.0, "cohort": 20, "estimate": -0.27629175213227053 }, { "event_time": 6.0, "cohort": 20, "estimate": 0.09620039930724267 }, { "event_time": -20.0, "cohort": 21, "estimate": -0.7754856311020083 }, { "event_time": -19.0, "cohort": 21, "estimate": -0.8292545263102122 }, { "event_time": -18.0, "cohort": 21, "estimate": -0.7797004433441351 }, { "event_time": -17.0, "cohort": 21, "estimate": -0.7473308678688111 }, { "event_time": -16.0, "cohort": 21, "estimate": -0.5752017122903373 }, { "event_time": -15.0, "cohort": 21, "estimate": -0.5889056360667198 }, { "event_time": -14.0, "cohort": 21, "estimate": -0.6133164836440603 }, { "event_time": -13.0, "cohort": 21, "estimate": -0.4938859359647625 }, { "event_time": -12.0, "cohort": 21, "estimate": -0.638324398943376 }, { "event_time": -11.0, "cohort": 21, "estimate": -0.529972524237543 }, { "event_time": -10.0, "cohort": 21, "estimate": -0.7501768125012608 }, { "event_time": -9.0, "cohort": 21, "estimate": -0.5056766592473559 }, { "event_time": -8.0, "cohort": 21, "estimate": -0.767915264449878 }, { "event_time": -7.0, "cohort": 21, "estimate": -0.30945093729981255 }, { "event_time": -6.0, "cohort": 21, "estimate": -0.685080439456209 }, { "event_time": -5.0, "cohort": 21, "estimate": -0.3696728660097016 }, { "event_time": -4.0, "cohort": 21, "estimate": -0.5423215645911101 }, { "event_time": -3.0, "cohort": 21, "estimate": -0.34066157692272964 }, { "event_time": -2.0, "cohort": 21, "estimate": -0.5675234400416557 }, { "event_time": 0.0, "cohort": 21, "estimate": 0.06621526179964804 }, { "event_time": 1.0, "cohort": 21, "estimate": 0.07573485445775921 }, { "event_time": 2.0, "cohort": 21, "estimate": 0.25146818592030834 }, { "event_time": 3.0, "cohort": 21, "estimate": 0.718889860485535 }, { "event_time": 4.0, "cohort": 21, "estimate": 0.29666991135265114 }, { "event_time": 5.0, "cohort": 21, "estimate": 0.6612396213900292 }, { "event_time": -21.0, "cohort": 22, "estimate": -0.7910498718550185 }, { "event_time": -20.0, "cohort": 22, "estimate": -0.547446739110659 }, { "event_time": -19.0, "cohort": 22, "estimate": -0.7926643263267035 }, { "event_time": -18.0, "cohort": 22, "estimate": -0.8820229145514485 }, { "event_time": -17.0, "cohort": 22, "estimate": -0.8632955147043597 }, { "event_time": -16.0, "cohort": 22, "estimate": -0.9169417615557696 }, { "event_time": -15.0, "cohort": 22, "estimate": -0.8836758606230775 }, { "event_time": -14.0, "cohort": 22, "estimate": -0.7398062342839413 }, { "event_time": -13.0, "cohort": 22, "estimate": -0.713422570443943 }, { "event_time": -12.0, "cohort": 22, "estimate": -1.0653555761634883 }, { "event_time": -11.0, "cohort": 22, "estimate": -0.9562235737397189 }, { "event_time": -10.0, "cohort": 22, "estimate": -0.7396320971171817 }, { "event_time": -9.0, "cohort": 22, "estimate": -0.6117644170718044 }, { "event_time": -8.0, "cohort": 22, "estimate": -0.8410930733174387 }, { "event_time": -7.0, "cohort": 22, "estimate": -0.12820161675778044 }, { "event_time": -6.0, "cohort": 22, "estimate": -0.4087641057749502 }, { "event_time": -5.0, "cohort": 22, "estimate": -0.0621822756474244 }, { "event_time": -4.0, "cohort": 22, "estimate": 0.024865872887036164 }, { "event_time": -3.0, "cohort": 22, "estimate": -0.07874262838900442 }, { "event_time": -2.0, "cohort": 22, "estimate": -0.3203527458895964 }, { "event_time": 0.0, "cohort": 22, "estimate": 0.5409624334378369 }, { "event_time": 1.0, "cohort": 22, "estimate": -0.019064302543766787 }, { "event_time": 2.0, "cohort": 22, "estimate": -0.11302903407636683 }, { "event_time": 3.0, "cohort": 22, "estimate": -0.19112636971886504 }, { "event_time": 4.0, "cohort": 22, "estimate": -0.20617371442913857 }, { "event_time": -2.0, "cohort": 23, "estimate": -0.36134872771906684 }, { "event_time": 0.0, "cohort": 23, "estimate": 0.12495565014639778 }, { "event_time": 1.0, "cohort": 23, "estimate": 0.21326914070404374 }, { "event_time": 2.0, "cohort": 23, "estimate": 0.15001380553739044 }, { "event_time": 3.0, "cohort": 23, "estimate": 0.18728024672043248 } ] } } }, "code_sha256": { "replication_engine.py": "35ded31e20eb4abb8626fef7be43e603e832ff031a721cb5cfe8bce81be6ce8c", "reference_f_test.py": "9cf8f31eeda89784ac1750ea22c35401ae46e24e06279acf938d2d103b78cccf", "sparse_did2s.py": "80f31c1a9b71ccb8a6113641ff8ef830af32dbdea8af48d60740c31d4b00b63c", "frequency.py": "8f922ae4be2b63ad9b89515d8e665cda4e11a354258b54ef3b820648243642eb", "sparse_models.py": "538c06b81a46a104838d662d6e6489d0d2daa7f680fd234049f28c97c87ef555" } }, "alternative_status": [ { "method": "CS-DID", "status": "unsupported", "reason": "csdid: matching the configured nonstandard fixed effects is not implemented." }, { "method": "SDID", "status": "unsupported", "reason": "sdid: matching the configured nonstandard fixed effects is not implemented." }, { "method": "Matrix completion", "status": "unsupported", "reason": "matrix-completion: matching the configured nonstandard fixed effects is not implemented." }, { "method": "Horizontal ridge", "status": "unsupported", "reason": "horizontal-ridge: matching the configured nonstandard fixed effects is not implemented." }, { "method": "Multisynth (cohort-averaged)", "status": "unsupported", "reason": "multisynth-cohort: matching the configured nonstandard fixed effects is not implemented." }, { "method": "Multisynth (individual)", "status": "unsupported", "reason": "multisynth-individual: matching the configured nonstandard fixed effects is not implemented." } ], "finished": 1791581184.4972632, "adapter_sample_audit": { "y__d": { "sample": { "outcome": "y", "treatment": "d", "source_rows": 24504, "source_sd": 0.3549213680053363, "rows": 12766, "units": 491, "clusters": 115, "treated_units": 193, "never_treated_units": 298, "treated_cohorts": 21, "latest_cohort_control_index": null, "unique_unit_period_cells": 12766, "unsupported_prediction_rows_removed": 0, "rows_without_never_control_time_fe_removed": 0, "initially_treated_units_removed": 0, "post_adoption_untreated_rows_removed": 0, "units_without_minus_one_removed": 693, "additional_rows_removed": 11738 } } }, "scalar_ranges": [ { "Outcome / treatment": "y__d", "Estimator": "Static TWFE", "Estimate (SDs)": 0.03635322332315991, "SE": 0.045990893516608594, "Aggregation": "Coefficient", "Event study": "No", "Status": "estimated", "Note": "", "lower": -0.05475438251026949, "upper": 0.12746082915658932, "ci_level": 0.95, "inference": "Configured-cluster regression interval" }, { "Outcome / treatment": "y__d", "Estimator": "Dynamic TWFE", "Estimate (SDs)": -0.039721651217501285, "SE": 0.050805728533818637, "Aggregation": "Treated cells", "Event study": "Yes", "Status": "estimated", "Note": "", "lower": -0.14036740813604823, "upper": 0.060924105701045665, "ci_level": 0.95, "inference": "Configured-cluster regression interval" }, { "Outcome / treatment": "y__d", "Estimator": "BJS / did2s", "Estimate (SDs)": 0.007437503268746014, "SE": 0.057427032737917556, "Aggregation": "Treated cells", "Event study": "Yes", "Status": "estimated", "Note": "", "lower": -0.10632500628067607, "upper": 0.12120001281816808, "ci_level": 0.95, "inference": "Configured-cluster regression interval" }, { "Outcome / treatment": "y__d", "Estimator": "Sun\u2013Abraham", "Estimate (SDs)": -0.05744106277769158, "SE": 0.04178419221742845, "Aggregation": "Treated cells", "Event study": "Yes", "Status": "estimated", "Note": "", "lower": -0.14021522573756007, "upper": 0.025333100182176924, "ci_level": 0.95, "inference": "Configured-cluster regression interval" }, { "Outcome / treatment": "y__d", "Estimator": "CS-DID (equal event-time)", "Estimate (SDs)": null, "SE": null, "Aggregation": "Equal post-event times", "Event study": "No", "Status": "unsupported", "Note": "csdid: matching the configured nonstandard fixed effects is not implemented.", "lower": null, "upper": null, "ci_level": null, "inference": "Not computed" }, { "Outcome / treatment": "y__d", "Estimator": "SDID", "Estimate (SDs)": null, "SE": null, "Aggregation": "Treated cells", "Event study": "No", "Status": "unsupported", "Note": "sdid: matching the configured nonstandard fixed effects is not implemented.", "lower": null, "upper": null, "ci_level": null, "inference": "Not computed" }, { "Outcome / treatment": "y__d", "Estimator": "Matrix completion", "Estimate (SDs)": null, "SE": null, "Aggregation": "Treated cells", "Event study": "No", "Status": "unsupported", "Note": "matrix-completion: matching the configured nonstandard fixed effects is not implemented.", "lower": null, "upper": null, "ci_level": null, "inference": "Not computed" }, { "Outcome / treatment": "y__d", "Estimator": "Horizontal ridge", "Estimate (SDs)": null, "SE": null, "Aggregation": "Treated cells", "Event study": "No", "Status": "unsupported", "Note": "horizontal-ridge: matching the configured nonstandard fixed effects is not implemented.", "lower": null, "upper": null, "ci_level": null, "inference": "Not computed" }, { "Outcome / treatment": "y__d", "Estimator": "Multisynth (cohort-averaged)", "Estimate (SDs)": null, "SE": null, "Aggregation": "Treated cells", "Event study": "No", "Status": "unsupported", "Note": "multisynth-cohort: matching the configured nonstandard fixed effects is not implemented.", "lower": null, "upper": null, "ci_level": null, "inference": "Not computed" }, { "Outcome / treatment": "y__d", "Estimator": "Multisynth (individual)", "Estimate (SDs)": null, "SE": null, "Aggregation": "Treated cells", "Event study": "No", "Status": "unsupported", "Note": "multisynth-individual: matching the configured nonstandard fixed effects is not implemented.", "lower": null, "upper": null, "ci_level": null, "inference": "Not computed" } ] }