{ "study_id": 21, "specification_id": "S21-P003", "source_specification_id": "LANDMINES-F8A-INITIAL", "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-P003.json", "input_bytes": 25958, "specification_type": "event_study_post_average", "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": [], "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": 11, "post_weighting": "equal_periods", "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-p003", "specification_id": "S21-P003", "source_specification_id": "LANDMINES-F8A-INITIAL", "study_id": 21, "study": "Landmines and Spatial Development", "citation": "Chiovelli et al. (2025), ECMA. https://doi.org/10.3982/ECTA17951", "description": "LANDMINES-F8A-INITIAL", "data": "analyses/full-archive/prepared/S21-P003.parquet", "output_dir": "analyses/full-archive/results/S21-P003" }, "source": { "file": "S21-P003.parquet", "bytes": 25958, "sha256": "a0d4521bbb024e498f891fcacf03b4f8672e3b409705613e8a80a6d68f445c0b" }, "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": 25734, "source_sd": 0.3269081274898158, "rows": 25734, "units": 1184, "clusters": 140, "treated_units": 886, "never_treated_units": 298, "treated_cohorts": 22, "latest_cohort_control_index": null, "unique_unit_period_cells": 25734, "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": 0, "additional_rows_removed": 0 }, "estimates": [ { "method": "Static TWFE", "estimate": 0.04561293787199686, "se": 0.024565088392952288, "pvalue": 0.06545347614746995, "lower": -0.0029566076986844297, "upper": 0.09418248344267816 }, { "method": "Dynamic TWFE", "estimate": 0.05065020247399928, "se": 0.02398136966268965, "pvalue": 0.036469620905363015, "lower": 0.003234772574161056, "upper": 0.0980656323738375 }, { "method": "BJS / did2s", "estimate": 0.07667091163688142, "se": 0.026747580732519267, "pvalue": 0.004797088015086123, "lower": 0.023786190828537494, "upper": 0.12955563244522533 }, { "method": "Sun\u2013Abraham", "estimate": 0.05315485520642897, "se": 0.0257463506332266, "pvalue": 0.04082366473097773, "lower": 0.002249744247495758, "upper": 0.10405996616536219 } ], "event_studies": { "Dynamic TWFE": [ { "event_time": -22, "estimate": 0.3314876216595387, "se": 0.13854427987194462, "pvalue": 0.018063932943837607, "lower": 0.057560957641175414, "upper": 0.605414285677902 }, { "event_time": -21, "estimate": 0.15192256491056264, "se": 0.1854601997036313, "pvalue": 0.41409438090247497, "lower": -0.21476521072298585, "upper": 0.5186103405441111 }, { "event_time": -20, "estimate": -0.17985313583810436, "se": 0.12815844110871302, "pvalue": 0.16273785269491517, "lower": -0.43324515080365794, "upper": 0.07353887912744922 }, { "event_time": -19, "estimate": -0.014461967372794302, "se": 0.11890943060636376, "pvalue": 0.9033742730751545, "lower": -0.24956704479952574, "upper": 0.22064311005393716 }, { "event_time": -18, "estimate": 0.08853789187456411, "se": 0.09363279128956148, "pvalue": 0.34600043422476706, "lower": -0.09659077734500933, "upper": 0.27366656109413756 }, { "event_time": -17, "estimate": 0.10520105478488934, "se": 0.11163196274208304, "pvalue": 0.34762706378851377, "lower": -0.11551517528989202, "upper": 0.3259172848596707 }, { "event_time": -16, "estimate": 0.17437475748029488, "se": 0.06710677452400346, "pvalue": 0.010373618502873029, "lower": 0.041692737729039864, "upper": 0.3070567772315499 }, { "event_time": -15, "estimate": 0.13141931095232376, "se": 0.06361758786532201, "pvalue": 0.04070734475585647, "lower": 0.0056360333392025674, "upper": 0.257202588565445 }, { "event_time": -14, "estimate": 0.05986661673761933, "se": 0.054298349746239385, "pvalue": 0.27212816782139765, "lower": -0.047490870857230506, "upper": 0.16722410433246918 }, { "event_time": -13, "estimate": 0.05686014495490116, "se": 0.05984158748402673, "pvalue": 0.34367112183872783, "lower": -0.06145730881665601, "upper": 0.17517759872645833 }, { "event_time": -12, "estimate": -0.01915064986645476, "se": 0.05486829777518083, "pvalue": 0.7275953851132083, "lower": -0.1276350260082448, "upper": 0.08933372627533528 }, { "event_time": -11, "estimate": -0.004182170442464926, "se": 0.05032037738956815, "pvalue": 0.9338829496489176, "lower": -0.10367449970506608, "upper": 0.09531015882013623 }, { "event_time": -10, "estimate": -0.018436956974480778, "se": 0.04171492874701736, "pvalue": 0.6591941430022279, "lower": -0.10091478487178494, "upper": 0.06404087092282339 }, { "event_time": -9, "estimate": -0.05151798446207828, "se": 0.03490893518222369, "pvalue": 0.14226408450878167, "lower": -0.12053915349004785, "upper": 0.017503184565891283 }, { "event_time": -8, "estimate": -0.023897163864088165, "se": 0.03667272344238539, "pvalue": 0.5157137935182167, "lower": -0.096405655750767, "upper": 0.048611328022590675 }, { "event_time": -7, "estimate": -0.06181981114508997, "se": 0.03095338856911177, "pvalue": 0.04775682078012245, "lower": -0.12302016152143147, "upper": -0.0006194607687484768 }, { "event_time": -6, "estimate": -0.026413027443588043, "se": 0.030821059931862852, "pvalue": 0.39293109861061354, "lower": -0.08735174058604882, "upper": 0.034525685698872724 }, { "event_time": -5, "estimate": -0.01355303953602518, "se": 0.030533769417168864, "pvalue": 0.6578264163196234, "lower": -0.07392372827237564, "upper": 0.04681764920032528 }, { "event_time": -4, "estimate": -0.0008890517797418473, "se": 0.026938694492825887, "pvalue": 0.97371971475265, "lower": -0.0541516384578076, "upper": 0.0523735348983239 }, { "event_time": -3, "estimate": -0.026093615916060776, "se": 0.02357666120956578, "pvalue": 0.2703110371778582, "lower": -0.07270886527746954, "upper": 0.020521633445347992 }, { "event_time": -2, "estimate": -0.01536937897765602, "se": 0.018482303863735484, "pvalue": 0.4070764525935451, "lower": -0.05191217847429544, "upper": 0.021173420518983396 }, { "event_time": 0, "estimate": -0.02859519193715254, "se": 0.02066804650562841, "pvalue": 0.16871544584672335, "lower": -0.0694595930968113, "upper": 0.012269209222506221 }, { "event_time": 1, "estimate": 0.02536713642169705, "se": 0.023612047067935616, "pvalue": 0.28453610033384263, "lower": -0.02131807707064253, "upper": 0.07205234991403664 }, { "event_time": 2, "estimate": 0.00996354360108046, "se": 0.022478038927068542, "pvalue": 0.6582691226263788, "lower": -0.03447953425574605, "upper": 0.05440662145790697 }, { "event_time": 3, "estimate": 0.01970844269510163, "se": 0.02605313201627984, "pvalue": 0.45064698741304754, "lower": -0.03180322958069278, "upper": 0.07122011497089603 }, { "event_time": 4, "estimate": 0.028026207896149832, "se": 0.022171799990666655, "pvalue": 0.20832862269563837, "lower": -0.015811381157251253, "upper": 0.07186379694955092 }, { "event_time": 5, "estimate": 0.048317461581697425, "se": 0.025647525317962966, "pvalue": 0.06166669615150082, "lower": -0.0023922541652807994, "upper": 0.09902717732867565 }, { "event_time": 6, "estimate": 0.049330722776714006, "se": 0.029665621832196377, "pvalue": 0.09858733361346991, "lower": -0.009323483893058773, "upper": 0.10798492944648679 }, { "event_time": 7, "estimate": 0.07064558179825114, "se": 0.03556759804484334, "pvalue": 0.048974045486846786, "lower": 0.00032211923036096213, "upper": 0.14096904436614133 }, { "event_time": 8, "estimate": 0.05535231050390196, "se": 0.035196646692461545, "pvalue": 0.11807135423503928, "lower": -0.014237715313189368, "upper": 0.12494233632099327 }, { "event_time": 9, "estimate": 0.11036912207034721, "se": 0.04100286832463244, "pvalue": 0.007981156423659033, "lower": 0.029299164178673703, "upper": 0.19143907996202073 }, { "event_time": 10, "estimate": 0.06655414120852599, "se": 0.04384785581726625, "pvalue": 0.13132522862787624, "lower": -0.020140862580036722, "upper": 0.1532491449970887 }, { "event_time": 11, "estimate": 0.1527629510716773, "se": 0.04825105544730554, "pvalue": 0.0018996115080008138, "lower": 0.05736203905811685, "upper": 0.24816386308523777 } ], "BJS / did2s": [ { "event_time": -22, "estimate": 0.202089879868644, "se": 0.09748034248729878, "pvalue": 0.04000621576246169, "lower": 0.009353918127068261, "upper": 0.3948258416102197 }, { "event_time": -21, "estimate": 0.10121810444467144, "se": 0.09872729622301979, "pvalue": 0.30703594391521216, "lower": -0.09398330644664188, "upper": 0.29641951533598476 }, { "event_time": -20, "estimate": -0.14553073050141824, "se": 0.10606021033201009, "pvalue": 0.17222645555928479, "lower": -0.35523061582462806, "upper": 0.06416915482179159 }, { "event_time": -19, "estimate": -0.02275523449822735, "se": 0.06858221369411059, "pvalue": 0.7405438279584525, "lower": -0.1583544597104587, "upper": 0.11284399071400399 }, { "event_time": -18, "estimate": 0.04881173033842751, "se": 0.04525272247510722, "pvalue": 0.28261319583809974, "lower": -0.040660944511897536, "upper": 0.13828440518875257 }, { "event_time": -17, "estimate": 0.042344777208885, "se": 0.061237551033930235, "pvalue": 0.49041484346628506, "lower": -0.07873274459774182, "upper": 0.16342229901551183 }, { "event_time": -16, "estimate": 0.12249307376165446, "se": 0.043043152235169316, "pvalue": 0.005100621136914399, "lower": 0.03738911197043139, "upper": 0.2075970355528775 }, { "event_time": -15, "estimate": 0.07857365736040428, "se": 0.03872970310334072, "pvalue": 0.044391244034992026, "lower": 0.001998151108354884, "upper": 0.15514916361245368 }, { "event_time": -14, "estimate": 0.0060045499757618555, "se": 0.01966692830457462, "pvalue": 0.7605852281369798, "lower": -0.03288046257719151, "upper": 0.044889562528715225 }, { "event_time": -13, "estimate": 0.016505529910315307, "se": 0.03503685657677823, "pvalue": 0.6383146151118941, "lower": -0.05276856244945322, "upper": 0.08577962227008384 }, { "event_time": -12, "estimate": -0.018285174042091592, "se": 0.030533372679079993, "pvalue": 0.5502418751042052, "lower": -0.07865507835673027, "upper": 0.0420847302725471 }, { "event_time": -11, "estimate": 0.000934426070387791, "se": 0.021090513251150356, "pvalue": 0.9647244597973795, "lower": -0.040765266927854885, "upper": 0.04263411906863046 }, { "event_time": -10, "estimate": -0.00920930248031825, "se": 0.020702136083022127, "pvalue": 0.6571215747780331, "lower": -0.050141104793037156, "upper": 0.03172249983240065 }, { "event_time": -9, "estimate": -0.03404135992149301, "se": 0.015741684571460055, "pvalue": 0.03229092606041527, "lower": -0.06516546800213699, "upper": -0.002917251840849032 }, { "event_time": -8, "estimate": -0.0022661172904010905, "se": 0.016035529020826125, "pvalue": 0.8878229213821669, "lower": -0.03397120807079679, "upper": 0.029438973489994608 }, { "event_time": -7, "estimate": -0.03659261283589034, "se": 0.012751977230395136, "pvalue": 0.004752924061939782, "lower": -0.061805538159035535, "upper": -0.011379687512745144 }, { "event_time": -6, "estimate": 0.0013986428475094102, "se": 0.01465889982139728, "pvalue": 0.9241245716599239, "lower": -0.02758460734489261, "upper": 0.030381893039911435 }, { "event_time": -5, "estimate": 0.010149832679263143, "se": 0.015613398034169609, "pvalue": 0.5167186701367235, "lower": -0.02072063011749816, "upper": 0.04102029547602445 }, { "event_time": -4, "estimate": 0.014918140693109124, "se": 0.013898275845775448, "pvalue": 0.28496025165330613, "lower": -0.012561220717980133, "upper": 0.04239750210419838 }, { "event_time": -3, "estimate": -0.009567872467967758, "se": 0.012791761992924556, "pvalue": 0.45574100506837684, "lower": -0.03485945933736026, "upper": 0.01572371440142474 }, { "event_time": -2, "estimate": -0.003006997426481826, "se": 0.014258010242955609, "pvalue": 0.8332750993776901, "lower": -0.031197617674408658, "upper": 0.025183622821445005 }, { "event_time": -1, "estimate": 0.01284358508594494, "se": 0.014363124064143985, "pvalue": 0.37275763498925607, "lower": -0.015554863867771607, "upper": 0.041242034039661486 }, { "event_time": 0, "estimate": -0.010128494463407564, "se": 0.021374173927970856, "pvalue": 0.6363389272272597, "lower": -0.05238903503317358, "upper": 0.032132046106358454 }, { "event_time": 1, "estimate": 0.05020736546750291, "se": 0.02429384849733683, "pvalue": 0.04062112072034408, "lower": 0.0021741093764255787, "upper": 0.09824062155858024 }, { "event_time": 2, "estimate": 0.0327075582991439, "se": 0.026149371867917826, "pvalue": 0.2131098291785806, "lower": -0.018994397267517393, "upper": 0.0844095138658052 }, { "event_time": 3, "estimate": 0.04002689779344558, "se": 0.02867373585021721, "pvalue": 0.1649573226714974, "lower": -0.016666174007523772, "upper": 0.09671996959441492 }, { "event_time": 4, "estimate": 0.04366081156946129, "se": 0.026462488379137825, "pvalue": 0.10121864102254409, "lower": -0.008660230988354313, "upper": 0.09598185412727689 }, { "event_time": 5, "estimate": 0.06571253988682213, "se": 0.02687805782437196, "pvalue": 0.015742996649311697, "lower": 0.012569842678910786, "upper": 0.11885523709473347 }, { "event_time": 6, "estimate": 0.07118647445268238, "se": 0.031854447757922934, "pvalue": 0.027030146407682646, "lower": 0.008204569919776125, "upper": 0.13416837898558864 }, { "event_time": 7, "estimate": 0.10099702170876579, "se": 0.03818665553347285, "pvalue": 0.009113882338041944, "lower": 0.02549521701519776, "upper": 0.17649882640233383 }, { "event_time": 8, "estimate": 0.09481029277698012, "se": 0.039363194243913484, "pvalue": 0.017324181105566012, "lower": 0.016982261953128283, "upper": 0.17263832360083198 }, { "event_time": 9, "estimate": 0.15419330488338281, "se": 0.04729535870582046, "pvalue": 0.0014000754361991944, "lower": 0.06068197517845465, "upper": 0.247704634588311 }, { "event_time": 10, "estimate": 0.09319609558312392, "se": 0.047250496678469214, "pvalue": 0.050550450694406696, "lower": -0.00022653392064987676, "upper": 0.1866187250868977 }, { "event_time": 11, "estimate": 0.1834810716846738, "se": 0.05283591891509781, "pvalue": 0.0006872520464491102, "lower": 0.07901506975276497, "upper": 0.28794707361658267 } ], "Sun\u2013Abraham": [ { "event_time": -22, "estimate": 0.8460981597169094, "se": 0.23336296451987307, "pvalue": 0.00040353306894785207, "lower": 0.38469810454718845, "upper": 1.3074982148866303 }, { "event_time": -21, "estimate": 0.29610542999196354, "se": 0.2795013048146347, "pvalue": 0.29125226903637136, "lower": -0.2565183238535148, "upper": 0.8487291838374419 }, { "event_time": -20, "estimate": -0.08393174541688934, "se": 0.21012087809815716, "pvalue": 0.6901783845825489, "lower": -0.4993780650429144, "upper": 0.33151457420913566 }, { "event_time": -19, "estimate": -0.06302029446383055, "se": 0.1658973423394524, "pvalue": 0.7046178094760847, "lower": -0.3910288242895429, "upper": 0.26498823536188176 }, { "event_time": -18, "estimate": 0.04567622171348201, "se": 0.13509986723784986, "pvalue": 0.7358037476804449, "lower": -0.22144022637079608, "upper": 0.3127926697977601 }, { "event_time": -17, "estimate": 0.06124095294984154, "se": 0.16186452342944382, "pvalue": 0.7057500598192165, "lower": -0.2587939771600984, "upper": 0.3812758830597815 }, { "event_time": -16, "estimate": 0.18195895998343156, "se": 0.09840842277275962, "pvalue": 0.06657954282565351, "lower": -0.012611981425095953, "upper": 0.3765299013919591 }, { "event_time": -15, "estimate": 0.13519082014327025, "se": 0.08759621824832524, "pvalue": 0.12502171794660344, "lower": -0.038002471326912035, "upper": 0.3083841116134525 }, { "event_time": -14, "estimate": 0.06312835608182671, "se": 0.0782968084495843, "pvalue": 0.4214645541987136, "lower": -0.09167834948337786, "upper": 0.21793506164703128 }, { "event_time": -13, "estimate": 0.05497738381428264, "se": 0.07620687504497918, "pvalue": 0.471861096218193, "lower": -0.09569715197766845, "upper": 0.20565191960623372 }, { "event_time": -12, "estimate": -0.056356632707213056, "se": 0.05976263409989827, "pvalue": 0.3473130330681157, "lower": -0.1745179816063983, "upper": 0.0618047161919722 }, { "event_time": -11, "estimate": -0.04043917211269971, "se": 0.050447621662283476, "pvalue": 0.42414849084462336, "lower": -0.14018308591688258, "upper": 0.059304741691483163 }, { "event_time": -10, "estimate": -0.0364091690060593, "se": 0.04339049282789995, "pvalue": 0.4028513059487305, "lower": -0.12219988488004065, "upper": 0.04938154686792205 }, { "event_time": -9, "estimate": -0.06140356251590885, "se": 0.038776858780431425, "pvalue": 0.11557776937097695, "lower": -0.13807230392228526, "upper": 0.015265178890467537 }, { "event_time": -8, "estimate": -0.03074940470526972, "se": 0.03758935580916831, "pvalue": 0.4147373599266721, "lower": -0.10507024168909859, "upper": 0.04357143227855915 }, { "event_time": -7, "estimate": -0.06018307278021998, "se": 0.03306744994724053, "pvalue": 0.07090904037918495, "lower": -0.125563298221603, "upper": 0.005197152661163031 }, { "event_time": -6, "estimate": -0.018324764245766043, "se": 0.033621705870788, "pvalue": 0.5866078351842301, "lower": -0.08480085215285392, "upper": 0.04815132366132184 }, { "event_time": -5, "estimate": -0.00945986548235599, "se": 0.032802336588527305, "pvalue": 0.7734778279483224, "lower": -0.0743159146964264, "upper": 0.05539618373171443 }, { "event_time": -4, "estimate": -0.0011463235763297984, "se": 0.027956816212593893, "pvalue": 0.9673520497351159, "lower": -0.05642191783954065, "upper": 0.054129270686881045 }, { "event_time": -3, "estimate": -0.03089435156643896, "se": 0.023763761167347144, "pvalue": 0.19573153061927093, "lower": -0.07787953079662613, "upper": 0.01609082766374821 }, { "event_time": -2, "estimate": -0.01893764600445291, "se": 0.019127107743031984, "pvalue": 0.32384827087614465, "lower": -0.05675533736790232, "upper": 0.0188800453589965 }, { "event_time": 0, "estimate": -0.03198131396528828, "se": 0.023192107627748232, "pvalue": 0.17011769325535936, "lower": -0.07783623255085442, "upper": 0.013873604620277868 }, { "event_time": 1, "estimate": 0.026256915204880424, "se": 0.024258687544661452, "pvalue": 0.28096153301330656, "lower": -0.021706821433795292, "upper": 0.07422065184355614 }, { "event_time": 2, "estimate": 0.015233322676329097, "se": 0.02343328271468988, "pvalue": 0.5167186144314292, "lower": -0.031098441918840092, "upper": 0.06156508727149829 }, { "event_time": 3, "estimate": 0.01316374833963781, "se": 0.02774360679367762, "pvalue": 0.6359032027843041, "lower": -0.04169029300984026, "upper": 0.06801778968911587 }, { "event_time": 4, "estimate": 0.0248432444871374, "se": 0.024379107734163883, "pvalue": 0.30995516645270843, "lower": -0.02335858426780142, "upper": 0.07304507324207622 }, { "event_time": 5, "estimate": 0.04645493726880163, "se": 0.027894488131538175, "pvalue": 0.09808915257265395, "lower": -0.00869742330093562, "upper": 0.10160729783853888 }, { "event_time": 6, "estimate": 0.05065933115489368, "se": 0.030743483676546588, "pvalue": 0.10165093790550601, "lower": -0.010125999943606398, "upper": 0.11144466225339376 }, { "event_time": 7, "estimate": 0.0821453064752729, "se": 0.038350393716658146, "pvalue": 0.03393911448603804, "lower": 0.006319762293262393, "upper": 0.15797085065728342 }, { "event_time": 8, "estimate": 0.07370106685118286, "se": 0.03532291180920802, "pvalue": 0.03876072428140032, "lower": 0.003861392457880239, "upper": 0.14354074124448546 }, { "event_time": 9, "estimate": 0.12274157568364885, "se": 0.04188414542326706, "pvalue": 0.003957475169323279, "lower": 0.0399291763434515, "upper": 0.2055539750238462 }, { "event_time": 10, "estimate": 0.06590305043604378, "se": 0.04507400246499944, "pvalue": 0.14596888743776626, "lower": -0.023216263191375472, "upper": 0.15502236406346304 }, { "event_time": 11, "estimate": 0.14873707786460752, "se": 0.04945165012021251, "pvalue": 0.0031251569862805503, "lower": 0.050962376807633644, "upper": 0.24651177892158138 } ] }, "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 ], "weights": [ 0.08333333333333333, 0.08333333333333333, 0.08333333333333333, 0.08333333333333333, 0.08333333333333333, 0.08333333333333333, 0.08333333333333333, 0.08333333333333333, 0.08333333333333333, 0.08333333333333333, 0.08333333333333333, 0.08333333333333333 ], "weighting": "equal_periods" }, "checks": { "did2s_vs_direct_imputation_max_post_difference": 2.7755575615628914e-17, "package_aggregate_vs_estimable_cell_weights": null, "saturated_vs_deviations_relative_rss_difference": 1.2532448224340565e-13 }, "inference": { "standard_errors": "Cluster-robust; did2s uses two-stage covariance", "confidence_intervals": "Pointwise t, clusters minus one degrees of freedom" }, "f_test": { "F": 0.8067420068602192, "df_num": 195, "df_den": 23841, "pvalue": 0.9775744925581922, "log10_pvalue": -0.009850138817710411, "inference": "Homoskedastic nested-model F", "observations": 25734, "design_columns": 459, "restricted_design_columns": 264, "fixed_effect_rank": 1434, "covariance_rank": 195, "rss_unrestricted": 8258.601608321607, "rss_restricted": 8313.095940056623, "test_horizon": null, "reference_cohort": 2, "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_3,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)|unit_fe+time_fe", "restriction_names": [ "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_3", "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_3", "C(rel_time, contr.treatment(base=-1.0))[T.3.0]:cohort_dummy_3", "C(rel_time, contr.treatment(base=-1.0))[T.4.0]:cohort_dummy_3", "C(rel_time, contr.treatment(base=-1.0))[T.5.0]:cohort_dummy_3", "C(rel_time, contr.treatment(base=-1.0))[T.6.0]:cohort_dummy_3", "C(rel_time, contr.treatment(base=-1.0))[T.7.0]:cohort_dummy_3", "C(rel_time, contr.treatment(base=-1.0))[T.8.0]:cohort_dummy_3", "C(rel_time, contr.treatment(base=-1.0))[T.9.0]:cohort_dummy_3", "C(rel_time, contr.treatment(base=-1.0))[T.10.0]:cohort_dummy_3", "C(rel_time, contr.treatment(base=-1.0))[T.11.0]:cohort_dummy_3", "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.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.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.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.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.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.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.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.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.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.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.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": -2.0, "cohort": 3, "estimate": 0.13110277458835273 }, { "event_time": 0.0, "cohort": 3, "estimate": -0.10579187022135868 }, { "event_time": 1.0, "cohort": 3, "estimate": -0.016146311398012543 }, { "event_time": 2.0, "cohort": 3, "estimate": -0.005574042197158345 }, { "event_time": 3.0, "cohort": 3, "estimate": -0.06586613866088993 }, { "event_time": 4.0, "cohort": 3, "estimate": 0.058232816053259855 }, { "event_time": 5.0, "cohort": 3, "estimate": 0.09852791310179373 }, { "event_time": 6.0, "cohort": 3, "estimate": 0.08224052004917445 }, { "event_time": 7.0, "cohort": 3, "estimate": 0.15548479351583888 }, { "event_time": 8.0, "cohort": 3, "estimate": 0.1797476820258836 }, { "event_time": 9.0, "cohort": 3, "estimate": 0.17508646881307202 }, { "event_time": 10.0, "cohort": 3, "estimate": 0.17918005311427468 }, { "event_time": 11.0, "cohort": 3, "estimate": 0.38742556526045974 }, { "event_time": -3.0, "cohort": 4, "estimate": -0.3901840311563991 }, { "event_time": -2.0, "cohort": 4, "estimate": 0.11506361495882517 }, { "event_time": 0.0, "cohort": 4, "estimate": 0.015279084176657427 }, { "event_time": 1.0, "cohort": 4, "estimate": -0.00800810136227627 }, { "event_time": 2.0, "cohort": 4, "estimate": 0.09061923441632536 }, { "event_time": 3.0, "cohort": 4, "estimate": 0.062237407765180996 }, { "event_time": 4.0, "cohort": 4, "estimate": 0.05633190593567382 }, { "event_time": 5.0, "cohort": 4, "estimate": 0.059148906512382624 }, { "event_time": 6.0, "cohort": 4, "estimate": -0.010047299179334453 }, { "event_time": 7.0, "cohort": 4, "estimate": 0.04059446359274926 }, { "event_time": 8.0, "cohort": 4, "estimate": 0.036392506686536666 }, { "event_time": 9.0, "cohort": 4, "estimate": 0.1148399854343371 }, { "event_time": 10.0, "cohort": 4, "estimate": 0.06494843539272624 }, { "event_time": 11.0, "cohort": 4, "estimate": 0.330799422193793 }, { "event_time": -4.0, "cohort": 5, "estimate": -0.2752173374173993 }, { "event_time": -3.0, "cohort": 5, "estimate": -0.3254313931133936 }, { "event_time": -2.0, "cohort": 5, "estimate": 0.12799468772746497 }, { "event_time": 0.0, "cohort": 5, "estimate": -0.006583788503186548 }, { "event_time": 1.0, "cohort": 5, "estimate": 0.09572476054559084 }, { "event_time": 2.0, "cohort": 5, "estimate": 0.08779787662941592 }, { "event_time": 3.0, "cohort": 5, "estimate": 0.0820197400812486 }, { "event_time": 4.0, "cohort": 5, "estimate": -0.017113151627152864 }, { "event_time": 5.0, "cohort": 5, "estimate": 0.06586333656669159 }, { "event_time": 6.0, "cohort": 5, "estimate": 0.08301026658307052 }, { "event_time": 7.0, "cohort": 5, "estimate": 0.25880144712123737 }, { "event_time": 8.0, "cohort": 5, "estimate": 0.13270937781122039 }, { "event_time": 9.0, "cohort": 5, "estimate": 0.26647070395706407 }, { "event_time": 10.0, "cohort": 5, "estimate": 0.3197016602030219 }, { "event_time": 11.0, "cohort": 5, "estimate": 0.27246965343567414 }, { "event_time": -5.0, "cohort": 6, "estimate": -0.31504942089302523 }, { "event_time": -4.0, "cohort": 6, "estimate": -0.3947669666739247 }, { "event_time": -3.0, "cohort": 6, "estimate": -0.39356150294630926 }, { "event_time": -2.0, "cohort": 6, "estimate": 0.10409495653950251 }, { "event_time": 0.0, "cohort": 6, "estimate": 0.0963276913588522 }, { "event_time": 1.0, "cohort": 6, "estimate": 0.18804812285048236 }, { "event_time": 2.0, "cohort": 6, "estimate": 0.06483104451810351 }, { "event_time": 3.0, "cohort": 6, "estimate": 0.024639785038211324 }, { "event_time": 4.0, "cohort": 6, "estimate": 0.103886132011143 }, { "event_time": 5.0, "cohort": 6, "estimate": 0.14106409904872821 }, { "event_time": 6.0, "cohort": 6, "estimate": 0.20345472136245685 }, { "event_time": 7.0, "cohort": 6, "estimate": 0.2086054008504758 }, { "event_time": 8.0, "cohort": 6, "estimate": 0.0763259410295555 }, { "event_time": 9.0, "cohort": 6, "estimate": 0.23046134157797293 }, { "event_time": 10.0, "cohort": 6, "estimate": 0.003523656639282849 }, { "event_time": 11.0, "cohort": 6, "estimate": 0.35650652369988484 }, { "event_time": -6.0, "cohort": 7, "estimate": -0.45204036440082274 }, { "event_time": -5.0, "cohort": 7, "estimate": -0.35674097902295865 }, { "event_time": -4.0, "cohort": 7, "estimate": -0.4132390876166608 }, { "event_time": -3.0, "cohort": 7, "estimate": -0.29502705852108724 }, { "event_time": -2.0, "cohort": 7, "estimate": 0.11345981771278973 }, { "event_time": 0.0, "cohort": 7, "estimate": 0.10363599412748875 }, { "event_time": 1.0, "cohort": 7, "estimate": 0.09093145274152048 }, { "event_time": 2.0, "cohort": 7, "estimate": 0.04031258105118315 }, { "event_time": 3.0, "cohort": 7, "estimate": 0.16515240649354646 }, { "event_time": 4.0, "cohort": 7, "estimate": 0.20737470764175794 }, { "event_time": 5.0, "cohort": 7, "estimate": 0.2511949958801755 }, { "event_time": 6.0, "cohort": 7, "estimate": 0.13028228151026788 }, { "event_time": 7.0, "cohort": 7, "estimate": 0.3334312647911461 }, { "event_time": 8.0, "cohort": 7, "estimate": 0.24948644905356646 }, { "event_time": 9.0, "cohort": 7, "estimate": 0.16971669182906712 }, { "event_time": 10.0, "cohort": 7, "estimate": 0.2824264407505117 }, { "event_time": 11.0, "cohort": 7, "estimate": 0.6426408210006013 }, { "event_time": -7.0, "cohort": 8, "estimate": -0.37771850636176496 }, { "event_time": -6.0, "cohort": 8, "estimate": -0.4687151661674083 }, { "event_time": -5.0, "cohort": 8, "estimate": -0.4142291843841257 }, { "event_time": -4.0, "cohort": 8, "estimate": -0.4113448037519007 }, { "event_time": -3.0, "cohort": 8, "estimate": -0.3521033441661033 }, { "event_time": -2.0, "cohort": 8, "estimate": 0.12423647812209421 }, { "event_time": 0.0, "cohort": 8, "estimate": 0.048766838697942405 }, { "event_time": 1.0, "cohort": 8, "estimate": 0.1088227728963572 }, { "event_time": 2.0, "cohort": 8, "estimate": 0.09959727160046072 }, { "event_time": 3.0, "cohort": 8, "estimate": 0.17345306233843846 }, { "event_time": 4.0, "cohort": 8, "estimate": 0.19478773365717644 }, { "event_time": 5.0, "cohort": 8, "estimate": 0.09732502275579533 }, { "event_time": 6.0, "cohort": 8, "estimate": 0.25764136618223893 }, { "event_time": 7.0, "cohort": 8, "estimate": 0.27505084537133745 }, { "event_time": 8.0, "cohort": 8, "estimate": 0.07751145571134625 }, { "event_time": 9.0, "cohort": 8, "estimate": 0.16015671607485835 }, { "event_time": 10.0, "cohort": 8, "estimate": 0.15249971244561256 }, { "event_time": 11.0, "cohort": 8, "estimate": 0.5072655984891833 }, { "event_time": -8.0, "cohort": 9, "estimate": -0.49067086164982526 }, { "event_time": -7.0, "cohort": 9, "estimate": -0.3899699307787949 }, { "event_time": -6.0, "cohort": 9, "estimate": -0.4147441456805796 }, { "event_time": -5.0, "cohort": 9, "estimate": -0.3055065852357087 }, { "event_time": -4.0, "cohort": 9, "estimate": -0.32980078635836363 }, { "event_time": -3.0, "cohort": 9, "estimate": -0.3497017956968857 }, { "event_time": -2.0, "cohort": 9, "estimate": 0.14312299622291408 }, { "event_time": 0.0, "cohort": 9, "estimate": 0.024072028835180267 }, { "event_time": 1.0, "cohort": 9, "estimate": 0.09737424753327453 }, { "event_time": 2.0, "cohort": 9, "estimate": 0.1477902301291753 }, { "event_time": 3.0, "cohort": 9, "estimate": 0.30445070145045044 }, { "event_time": 4.0, "cohort": 9, "estimate": 0.18442788999367687 }, { "event_time": 5.0, "cohort": 9, "estimate": 0.2424085151159825 }, { "event_time": 6.0, "cohort": 9, "estimate": 0.3789607549514369 }, { "event_time": 7.0, "cohort": 9, "estimate": 0.22728494587328152 }, { "event_time": 8.0, "cohort": 9, "estimate": 0.36689101552333725 }, { "event_time": 9.0, "cohort": 9, "estimate": 0.1786639263191872 }, { "event_time": 10.0, "cohort": 9, "estimate": 0.2624955223478158 }, { "event_time": 11.0, "cohort": 9, "estimate": 0.5844732242891475 }, { "event_time": -9.0, "cohort": 10, "estimate": -0.6758598987995883 }, { "event_time": -8.0, "cohort": 10, "estimate": -0.7005098325212952 }, { "event_time": -7.0, "cohort": 10, "estimate": -0.5382960178500577 }, { "event_time": -6.0, "cohort": 10, "estimate": -0.5046854891565684 }, { "event_time": -5.0, "cohort": 10, "estimate": -0.38246735967644135 }, { "event_time": -4.0, "cohort": 10, "estimate": -0.3752631314070838 }, { "event_time": -3.0, "cohort": 10, "estimate": -0.3244615488409524 }, { "event_time": -2.0, "cohort": 10, "estimate": 0.11534021672273875 }, { "event_time": 0.0, "cohort": 10, "estimate": -0.03406224474604526 }, { "event_time": 1.0, "cohort": 10, "estimate": 0.0618248561756579 }, { "event_time": 2.0, "cohort": 10, "estimate": 0.15605389314663687 }, { "event_time": 3.0, "cohort": 10, "estimate": 0.26306089050834286 }, { "event_time": 4.0, "cohort": 10, "estimate": 0.227192948526036 }, { "event_time": 5.0, "cohort": 10, "estimate": 0.23610689913892458 }, { "event_time": 6.0, "cohort": 10, "estimate": 0.12015241552349998 }, { "event_time": 7.0, "cohort": 10, "estimate": 0.21329800830230367 }, { "event_time": 8.0, "cohort": 10, "estimate": 0.2630281067817762 }, { "event_time": 9.0, "cohort": 10, "estimate": 0.3784956317155716 }, { "event_time": 10.0, "cohort": 10, "estimate": 0.31745163512628016 }, { "event_time": 11.0, "cohort": 10, "estimate": 0.6055725699379628 }, { "event_time": -10.0, "cohort": 11, "estimate": -0.4158918782851313 }, { "event_time": -9.0, "cohort": 11, "estimate": -0.6588988446242456 }, { "event_time": -8.0, "cohort": 11, "estimate": -0.5547039487081268 }, { "event_time": -7.0, "cohort": 11, "estimate": -0.437951434210743 }, { "event_time": -6.0, "cohort": 11, "estimate": -0.43346675779752886 }, { "event_time": -5.0, "cohort": 11, "estimate": -0.2509819894570699 }, { "event_time": -4.0, "cohort": 11, "estimate": -0.20982614707958955 }, { "event_time": -3.0, "cohort": 11, "estimate": -0.40601721245571826 }, { "event_time": -2.0, "cohort": 11, "estimate": 0.08420381598692273 }, { "event_time": 0.0, "cohort": 11, "estimate": -0.013779815972164364 }, { "event_time": 1.0, "cohort": 11, "estimate": 0.2615324723974841 }, { "event_time": 2.0, "cohort": 11, "estimate": 0.2197565277714319 }, { "event_time": 3.0, "cohort": 11, "estimate": 0.2624552218590292 }, { "event_time": 4.0, "cohort": 11, "estimate": 0.3175129203285079 }, { "event_time": 5.0, "cohort": 11, "estimate": 0.16718694740159906 }, { "event_time": 6.0, "cohort": 11, "estimate": 0.25035700383333126 }, { "event_time": 7.0, "cohort": 11, "estimate": 0.2900465978476111 }, { "event_time": 8.0, "cohort": 11, "estimate": 0.22186199775872165 }, { "event_time": 9.0, "cohort": 11, "estimate": 0.40122131681194867 }, { "event_time": 10.0, "cohort": 11, "estimate": 0.3289541701887018 }, { "event_time": 11.0, "cohort": 11, "estimate": 0.5202841521637545 }, { "event_time": -11.0, "cohort": 12, "estimate": -0.6831446585650028 }, { "event_time": -10.0, "cohort": 12, "estimate": -0.6321266539829459 }, { "event_time": -9.0, "cohort": 12, "estimate": -0.6872816433225597 }, { "event_time": -8.0, "cohort": 12, "estimate": -0.5889902659268194 }, { "event_time": -7.0, "cohort": 12, "estimate": -0.49051437588453406 }, { "event_time": -6.0, "cohort": 12, "estimate": -0.4215616445891938 }, { "event_time": -5.0, "cohort": 12, "estimate": -0.36228622416190637 }, { "event_time": -4.0, "cohort": 12, "estimate": -0.30677098080324455 }, { "event_time": -3.0, "cohort": 12, "estimate": -0.3986666895766699 }, { "event_time": -2.0, "cohort": 12, "estimate": 0.11116587121770327 }, { "event_time": 0.0, "cohort": 12, "estimate": -0.009196878541687922 }, { "event_time": 1.0, "cohort": 12, "estimate": 0.11011610822653739 }, { "event_time": 2.0, "cohort": 12, "estimate": 0.0627131108664716 }, { "event_time": 3.0, "cohort": 12, "estimate": 0.2878510826045319 }, { "event_time": 4.0, "cohort": 12, "estimate": 0.20666929721334967 }, { "event_time": 5.0, "cohort": 12, "estimate": 0.2114624523750584 }, { "event_time": 6.0, "cohort": 12, "estimate": 0.3222379878442539 }, { "event_time": 7.0, "cohort": 12, "estimate": 0.3492051001980883 }, { "event_time": 8.0, "cohort": 12, "estimate": 0.2124939998951594 }, { "event_time": 9.0, "cohort": 12, "estimate": 0.4073859281689542 }, { "event_time": 10.0, "cohort": 12, "estimate": 0.3227580079348485 }, { "event_time": 11.0, "cohort": 12, "estimate": 0.4228642074240395 }, { "event_time": -12.0, "cohort": 13, "estimate": -0.9405338190943562 }, { "event_time": -11.0, "cohort": 13, "estimate": -0.9749568594507505 }, { "event_time": -10.0, "cohort": 13, "estimate": -0.7542419258392495 }, { "event_time": -9.0, "cohort": 13, "estimate": -0.8325716064462789 }, { "event_time": -8.0, "cohort": 13, "estimate": -0.8166423805222889 }, { "event_time": -7.0, "cohort": 13, "estimate": -0.6693409009995979 }, { "event_time": -6.0, "cohort": 13, "estimate": -0.5811512536236386 }, { "event_time": -5.0, "cohort": 13, "estimate": -0.5105091107199757 }, { "event_time": -4.0, "cohort": 13, "estimate": -0.4836212329235541 }, { "event_time": -3.0, "cohort": 13, "estimate": -0.5269591573076872 }, { "event_time": -2.0, "cohort": 13, "estimate": -0.009667978136696287 }, { "event_time": 0.0, "cohort": 13, "estimate": -0.08503713595335081 }, { "event_time": 1.0, "cohort": 13, "estimate": 0.03784094341858384 }, { "event_time": 2.0, "cohort": 13, "estimate": 0.028727903685118013 }, { "event_time": 3.0, "cohort": 13, "estimate": 0.006725298851399292 }, { "event_time": 4.0, "cohort": 13, "estimate": 0.09823999818720194 }, { "event_time": 5.0, "cohort": 13, "estimate": 0.15334451862430215 }, { "event_time": 6.0, "cohort": 13, "estimate": 0.0852426107373982 }, { "event_time": 7.0, "cohort": 13, "estimate": 0.15025320962631566 }, { "event_time": 8.0, "cohort": 13, "estimate": 0.15117507445630907 }, { "event_time": 9.0, "cohort": 13, "estimate": 0.1179018472685395 }, { "event_time": 10.0, "cohort": 13, "estimate": 0.10148687676884353 }, { "event_time": 11.0, "cohort": 13, "estimate": 0.18187383506772128 }, { "event_time": -13.0, "cohort": 14, "estimate": -0.7637359523617531 }, { "event_time": -12.0, "cohort": 14, "estimate": -1.0410587646009035 }, { "event_time": -11.0, "cohort": 14, "estimate": -0.9016484137243803 }, { "event_time": -10.0, "cohort": 14, "estimate": -0.8307573306069387 }, { "event_time": -9.0, "cohort": 14, "estimate": -0.7005530147245607 }, { "event_time": -8.0, "cohort": 14, "estimate": -0.5586733159625284 }, { "event_time": -7.0, "cohort": 14, "estimate": -0.5887024195584494 }, { "event_time": -6.0, "cohort": 14, "estimate": -0.5471832600977229 }, { "event_time": -5.0, "cohort": 14, "estimate": -0.4411865897775621 }, { "event_time": -4.0, "cohort": 14, "estimate": -0.3534990488479377 }, { "event_time": -3.0, "cohort": 14, "estimate": -0.3111139048963375 }, { "event_time": -2.0, "cohort": 14, "estimate": 0.16098771009994584 }, { "event_time": 0.0, "cohort": 14, "estimate": 0.16283614356922843 }, { "event_time": 1.0, "cohort": 14, "estimate": 0.16405160026690288 }, { "event_time": 2.0, "cohort": 14, "estimate": 0.055768035700428986 }, { "event_time": 3.0, "cohort": 14, "estimate": 0.11713729114600493 }, { "event_time": 4.0, "cohort": 14, "estimate": 0.16286940744158512 }, { "event_time": 5.0, "cohort": 14, "estimate": 0.237744481821327 }, { "event_time": 6.0, "cohort": 14, "estimate": 0.1513923941848006 }, { "event_time": 7.0, "cohort": 14, "estimate": 0.15176234117871598 }, { "event_time": 8.0, "cohort": 14, "estimate": 0.1064388158362782 }, { "event_time": 9.0, "cohort": 14, "estimate": -0.13565650236337484 }, { "event_time": 10.0, "cohort": 14, "estimate": -0.031071752036387453 }, { "event_time": 11.0, "cohort": 14, "estimate": 0.21370901828793398 }, { "event_time": -14.0, "cohort": 15, "estimate": -0.5767866413411002 }, { "event_time": -13.0, "cohort": 15, "estimate": -0.41052081138794605 }, { "event_time": -12.0, "cohort": 15, "estimate": -0.7208466824038678 }, { "event_time": -11.0, "cohort": 15, "estimate": -0.6673987893144875 }, { "event_time": -10.0, "cohort": 15, "estimate": -0.5075063131872142 }, { "event_time": -9.0, "cohort": 15, "estimate": -0.5799873182663343 }, { "event_time": -8.0, "cohort": 15, "estimate": -0.538438745043874 }, { "event_time": -7.0, "cohort": 15, "estimate": -0.3828460953188335 }, { "event_time": -6.0, "cohort": 15, "estimate": -0.4462844389544977 }, { "event_time": -5.0, "cohort": 15, "estimate": -0.376618182801674 }, { "event_time": -4.0, "cohort": 15, "estimate": -0.10638276670611818 }, { "event_time": -3.0, "cohort": 15, "estimate": 0.09291150655549174 }, { "event_time": -2.0, "cohort": 15, "estimate": 0.1215948646561546 }, { "event_time": 0.0, "cohort": 15, "estimate": 0.0018021274495339662 }, { "event_time": 1.0, "cohort": 15, "estimate": -0.04747735897453753 }, { "event_time": 2.0, "cohort": 15, "estimate": 0.16534214038884973 }, { "event_time": 3.0, "cohort": 15, "estimate": 0.23766820852596815 }, { "event_time": 4.0, "cohort": 15, "estimate": 0.1865781271773993 }, { "event_time": 5.0, "cohort": 15, "estimate": -0.03108155360359173 }, { "event_time": 6.0, "cohort": 15, "estimate": 0.01986029894864698 }, { "event_time": 7.0, "cohort": 15, "estimate": -0.15327740767169548 }, { "event_time": 8.0, "cohort": 15, "estimate": -0.034001313711866585 }, { "event_time": 9.0, "cohort": 15, "estimate": 0.10941074326791879 }, { "event_time": 10.0, "cohort": 15, "estimate": -0.1133609809107565 }, { "event_time": 11.0, "cohort": 15, "estimate": 0.20740064714735607 }, { "event_time": -15.0, "cohort": 16, "estimate": -0.634065729032421 }, { "event_time": -14.0, "cohort": 16, "estimate": -0.6338179383747705 }, { "event_time": -13.0, "cohort": 16, "estimate": -0.6215438351382939 }, { "event_time": -12.0, "cohort": 16, "estimate": -0.7835324251710132 }, { "event_time": -11.0, "cohort": 16, "estimate": -0.7238059362431141 }, { "event_time": -10.0, "cohort": 16, "estimate": -0.5650266934804248 }, { "event_time": -9.0, "cohort": 16, "estimate": -0.642420586007503 }, { "event_time": -8.0, "cohort": 16, "estimate": -0.46805398295440825 }, { "event_time": -7.0, "cohort": 16, "estimate": -0.46868531367564037 }, { "event_time": -6.0, "cohort": 16, "estimate": -0.357824517735739 }, { "event_time": -5.0, "cohort": 16, "estimate": -0.2404047257841429 }, { "event_time": -4.0, "cohort": 16, "estimate": -0.2242902996600052 }, { "event_time": -3.0, "cohort": 16, "estimate": -0.4508497166845803 }, { "event_time": -2.0, "cohort": 16, "estimate": 0.06309906752246047 }, { "event_time": 0.0, "cohort": 16, "estimate": -0.03941847490587436 }, { "event_time": 1.0, "cohort": 16, "estimate": -0.10189684215186742 }, { "event_time": 2.0, "cohort": 16, "estimate": -0.14525063895467155 }, { "event_time": 3.0, "cohort": 16, "estimate": -0.055211986665235774 }, { "event_time": 4.0, "cohort": 16, "estimate": 0.1891298349509669 }, { "event_time": 5.0, "cohort": 16, "estimate": 0.06986939731274591 }, { "event_time": 6.0, "cohort": 16, "estimate": 0.07933892822076202 }, { "event_time": 7.0, "cohort": 16, "estimate": 0.018302897828675606 }, { "event_time": 8.0, "cohort": 16, "estimate": -0.09666762537368906 }, { "event_time": 9.0, "cohort": 16, "estimate": 0.02590558358184535 }, { "event_time": 10.0, "cohort": 16, "estimate": 0.2561570538115784 }, { "event_time": -16.0, "cohort": 17, "estimate": -0.34878651613780576 }, { "event_time": -15.0, "cohort": 17, "estimate": -0.3613386060917856 }, { "event_time": -14.0, "cohort": 17, "estimate": -0.37072947882807256 }, { "event_time": -13.0, "cohort": 17, "estimate": -0.35993518747987985 }, { "event_time": -12.0, "cohort": 17, "estimate": -0.5098530028557356 }, { "event_time": -11.0, "cohort": 17, "estimate": -0.4437481007308922 }, { "event_time": -10.0, "cohort": 17, "estimate": -0.3291709425878428 }, { "event_time": -9.0, "cohort": 17, "estimate": -0.39513163506146093 }, { "event_time": -8.0, "cohort": 17, "estimate": -0.3577233301582643 }, { "event_time": -7.0, "cohort": 17, "estimate": -0.30521544772567366 }, { "event_time": -6.0, "cohort": 17, "estimate": -0.2865466484883246 }, { "event_time": -5.0, "cohort": 17, "estimate": -0.18686827334687978 }, { "event_time": -4.0, "cohort": 17, "estimate": -0.2610201074315045 }, { "event_time": -3.0, "cohort": 17, "estimate": -0.20260294325589356 }, { "event_time": -2.0, "cohort": 17, "estimate": 0.199617588723011 }, { "event_time": 0.0, "cohort": 17, "estimate": 0.3263272168660116 }, { "event_time": 1.0, "cohort": 17, "estimate": 0.30784129321969556 }, { "event_time": 2.0, "cohort": 17, "estimate": 0.473583688263882 }, { "event_time": 3.0, "cohort": 17, "estimate": 0.4318430949936767 }, { "event_time": 4.0, "cohort": 17, "estimate": 0.5834603616635368 }, { "event_time": 5.0, "cohort": 17, "estimate": 0.6363228428880127 }, { "event_time": 6.0, "cohort": 17, "estimate": 0.6158304421321872 }, { "event_time": 7.0, "cohort": 17, "estimate": 0.6184888786731211 }, { "event_time": 8.0, "cohort": 17, "estimate": 0.5163076811385525 }, { "event_time": 9.0, "cohort": 17, "estimate": 0.6054710639069674 }, { "event_time": -17.0, "cohort": 18, "estimate": -0.6051443769096256 }, { "event_time": -16.0, "cohort": 18, "estimate": -0.7019583401211527 }, { "event_time": -15.0, "cohort": 18, "estimate": -0.45402421049965436 }, { "event_time": -14.0, "cohort": 18, "estimate": -0.6806543811143378 }, { "event_time": -13.0, "cohort": 18, "estimate": -0.6767617961976673 }, { "event_time": -12.0, "cohort": 18, "estimate": -0.7807173383870871 }, { "event_time": -11.0, "cohort": 18, "estimate": -0.5628345680407102 }, { "event_time": -10.0, "cohort": 18, "estimate": -0.6066646899009827 }, { "event_time": -9.0, "cohort": 18, "estimate": -0.6774222924639994 }, { "event_time": -8.0, "cohort": 18, "estimate": -0.4663748305771265 }, { "event_time": -7.0, "cohort": 18, "estimate": -0.5078943771248697 }, { "event_time": -6.0, "cohort": 18, "estimate": -0.5234087490282391 }, { "event_time": -5.0, "cohort": 18, "estimate": -0.5310049905434273 }, { "event_time": -4.0, "cohort": 18, "estimate": -0.2190560169958268 }, { "event_time": -3.0, "cohort": 18, "estimate": -0.30869280610118854 }, { "event_time": -2.0, "cohort": 18, "estimate": 0.29672549004625426 }, { "event_time": 0.0, "cohort": 18, "estimate": 0.005727700804754737 }, { "event_time": 1.0, "cohort": 18, "estimate": -0.07271815735514206 }, { "event_time": 2.0, "cohort": 18, "estimate": -0.13600066677053665 }, { "event_time": 3.0, "cohort": 18, "estimate": 0.09839287697217196 }, { "event_time": 4.0, "cohort": 18, "estimate": -0.0812816535891634 }, { "event_time": 5.0, "cohort": 18, "estimate": -0.31660272373865683 }, { "event_time": 6.0, "cohort": 18, "estimate": -0.13732426709656398 }, { "event_time": 7.0, "cohort": 18, "estimate": -0.3794349366913483 }, { "event_time": 8.0, "cohort": 18, "estimate": -0.42441946718626 }, { "event_time": -18.0, "cohort": 19, "estimate": -0.3905691617290365 }, { "event_time": -17.0, "cohort": 19, "estimate": -0.41980061215227604 }, { "event_time": -16.0, "cohort": 19, "estimate": -0.4773847668668381 }, { "event_time": -15.0, "cohort": 19, "estimate": -0.4790702322905914 }, { "event_time": -14.0, "cohort": 19, "estimate": -0.5095029885501585 }, { "event_time": -13.0, "cohort": 19, "estimate": -0.42943547388782366 }, { "event_time": -12.0, "cohort": 19, "estimate": -0.6539508174699251 }, { "event_time": -11.0, "cohort": 19, "estimate": -0.6044701127100078 }, { "event_time": -10.0, "cohort": 19, "estimate": -0.4129725341436118 }, { "event_time": -9.0, "cohort": 19, "estimate": -0.6118543465169672 }, { "event_time": -8.0, "cohort": 19, "estimate": -0.5743839619365981 }, { "event_time": -7.0, "cohort": 19, "estimate": -0.3863014742716516 }, { "event_time": -6.0, "cohort": 19, "estimate": -0.43115228760807706 }, { "event_time": -5.0, "cohort": 19, "estimate": -0.30648820041300373 }, { "event_time": -4.0, "cohort": 19, "estimate": -0.3706676627858674 }, { "event_time": -3.0, "cohort": 19, "estimate": -0.41012069765535286 }, { "event_time": -2.0, "cohort": 19, "estimate": 0.09590780872352636 }, { "event_time": 0.0, "cohort": 19, "estimate": -0.07830363428396486 }, { "event_time": 1.0, "cohort": 19, "estimate": 0.09928748625384262 }, { "event_time": 2.0, "cohort": 19, "estimate": 0.1388155878443758 }, { "event_time": 3.0, "cohort": 19, "estimate": -0.06596457741977502 }, { "event_time": 4.0, "cohort": 19, "estimate": -0.15849178207825668 }, { "event_time": 5.0, "cohort": 19, "estimate": -0.15903000153059255 }, { "event_time": 6.0, "cohort": 19, "estimate": -0.23916113591014587 }, { "event_time": 7.0, "cohort": 19, "estimate": -0.15694950417866388 }, { "event_time": -19.0, "cohort": 20, "estimate": -0.9426527632071642 }, { "event_time": -18.0, "cohort": 20, "estimate": -1.0241471061985583 }, { "event_time": -17.0, "cohort": 20, "estimate": -0.8892012920045392 }, { "event_time": -16.0, "cohort": 20, "estimate": -0.7957618956908467 }, { "event_time": -15.0, "cohort": 20, "estimate": -0.9459453581783329 }, { "event_time": -14.0, "cohort": 20, "estimate": -0.9342823690310178 }, { "event_time": -13.0, "cohort": 20, "estimate": -0.9035023093882683 }, { "event_time": -12.0, "cohort": 20, "estimate": -1.0714026877083669 }, { "event_time": -11.0, "cohort": 20, "estimate": -0.9387420645425912 }, { "event_time": -10.0, "cohort": 20, "estimate": -0.7020123086534211 }, { "event_time": -9.0, "cohort": 20, "estimate": -0.8701779914950372 }, { "event_time": -8.0, "cohort": 20, "estimate": -0.7143575524727352 }, { "event_time": -7.0, "cohort": 20, "estimate": -0.7549498638704473 }, { "event_time": -6.0, "cohort": 20, "estimate": -0.6251536673844893 }, { "event_time": -5.0, "cohort": 20, "estimate": -0.5507855631027675 }, { "event_time": -4.0, "cohort": 20, "estimate": -0.480334699297682 }, { "event_time": -3.0, "cohort": 20, "estimate": -0.7872769570631017 }, { "event_time": -2.0, "cohort": 20, "estimate": -0.29786401659332495 }, { "event_time": 0.0, "cohort": 20, "estimate": -0.4268406598612918 }, { "event_time": 1.0, "cohort": 20, "estimate": -0.032044464673831013 }, { "event_time": 2.0, "cohort": 20, "estimate": -0.4307388049996082 }, { "event_time": 3.0, "cohort": 20, "estimate": -0.2565849767474338 }, { "event_time": 4.0, "cohort": 20, "estimate": -0.1662237396281705 }, { "event_time": 5.0, "cohort": 20, "estimate": -0.27936277463022785 }, { "event_time": 6.0, "cohort": 20, "estimate": -0.016635230341853845 }, { "event_time": -20.0, "cohort": 21, "estimate": -0.9932646670078689 }, { "event_time": -19.0, "cohort": 21, "estimate": -0.8928589161898528 }, { "event_time": -18.0, "cohort": 21, "estimate": -0.7593608705572431 }, { "event_time": -17.0, "cohort": 21, "estimate": -0.7508067654632261 }, { "event_time": -16.0, "cohort": 21, "estimate": -0.6048241835029226 }, { "event_time": -15.0, "cohort": 21, "estimate": -0.573685698823135 }, { "event_time": -14.0, "cohort": 21, "estimate": -0.720246715728715 }, { "event_time": -13.0, "cohort": 21, "estimate": -0.6791837324872968 }, { "event_time": -12.0, "cohort": 21, "estimate": -0.6668117565954788 }, { "event_time": -11.0, "cohort": 21, "estimate": -0.5757851343020364 }, { "event_time": -10.0, "cohort": 21, "estimate": -0.7650161900949728 }, { "event_time": -9.0, "cohort": 21, "estimate": -0.6384535092916435 }, { "event_time": -8.0, "cohort": 21, "estimate": -0.7643949820706925 }, { "event_time": -7.0, "cohort": 21, "estimate": -0.295130323242909 }, { "event_time": -6.0, "cohort": 21, "estimate": -0.599355865012372 }, { "event_time": -5.0, "cohort": 21, "estimate": -0.41814805221135 }, { "event_time": -4.0, "cohort": 21, "estimate": -0.3926676998523194 }, { "event_time": -3.0, "cohort": 21, "estimate": -0.44523125735654956 }, { "event_time": -2.0, "cohort": 21, "estimate": -0.07262782141779825 }, { "event_time": 0.0, "cohort": 21, "estimate": 0.15216589173983544 }, { "event_time": 1.0, "cohort": 21, "estimate": 0.18002349744049953 }, { "event_time": 2.0, "cohort": 21, "estimate": 0.11198176638342963 }, { "event_time": 3.0, "cohort": 21, "estimate": 0.8091647329208099 }, { "event_time": 4.0, "cohort": 21, "estimate": 0.4586035112506121 }, { "event_time": 5.0, "cohort": 21, "estimate": 0.6981690375792814 }, { "event_time": -21.0, "cohort": 22, "estimate": -0.8865981765914226 }, { "event_time": -20.0, "cohort": 22, "estimate": -0.8363163377749361 }, { "event_time": -19.0, "cohort": 22, "estimate": -0.8881756885156951 }, { "event_time": -18.0, "cohort": 22, "estimate": -0.9763886027609173 }, { "event_time": -17.0, "cohort": 22, "estimate": -0.9611754547510349 }, { "event_time": -16.0, "cohort": 22, "estimate": -0.9905939054409414 }, { "event_time": -15.0, "cohort": 22, "estimate": -0.9863589824718932 }, { "event_time": -14.0, "cohort": 22, "estimate": -0.9311428865412721 }, { "event_time": -13.0, "cohort": 22, "estimate": -0.910583614379149 }, { "event_time": -12.0, "cohort": 22, "estimate": -1.0230383780910512 }, { "event_time": -11.0, "cohort": 22, "estimate": -1.0051275893307643 }, { "event_time": -10.0, "cohort": 22, "estimate": -0.8438281796608269 }, { "event_time": -9.0, "cohort": 22, "estimate": -0.9651980584709111 }, { "event_time": -8.0, "cohort": 22, "estimate": -0.8609177998128646 }, { "event_time": -7.0, "cohort": 22, "estimate": -0.3188517106803276 }, { "event_time": -6.0, "cohort": 22, "estimate": -0.3801150026263129 }, { "event_time": -5.0, "cohort": 22, "estimate": -0.28911675525430713 }, { "event_time": -4.0, "cohort": 22, "estimate": -0.239671528010918 }, { "event_time": -3.0, "cohort": 22, "estimate": -0.3281307955664813 }, { "event_time": -2.0, "cohort": 22, "estimate": 0.08489563533989088 }, { "event_time": 0.0, "cohort": 22, "estimate": 0.5181763838598863 }, { "event_time": 1.0, "cohort": 22, "estimate": -0.1095408621547515 }, { "event_time": 2.0, "cohort": 22, "estimate": -0.16238667555670483 }, { "event_time": 3.0, "cohort": 22, "estimate": -0.1202789043943614 }, { "event_time": 4.0, "cohort": 22, "estimate": 0.3334112593544286 }, { "event_time": 0.0, "cohort": 23, "estimate": 0.12355659677207065 }, { "event_time": 1.0, "cohort": 23, "estimate": 0.03583001003024866 }, { "event_time": 2.0, "cohort": 23, "estimate": 0.014186531976039807 }, { "event_time": 3.0, "cohort": 23, "estimate": 0.1661191004713249 } ] } } }, "code_sha256": { "replication_engine.py": "b42dd52795225c55faa7af833b12a94304ddde96f066412b80dea4620c4bcc24", "reference_f_test.py": "9cf8f31eeda89784ac1750ea22c35401ae46e24e06279acf938d2d103b78cccf", "sparse_did2s.py": "75169d7fbba6e1bad163e564ac9b5b1262a04033eda925dc379dc3eef64c59fa", "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": 1791581180.577319, "adapter_sample_audit": { "y__d": { "sample": { "outcome": "y", "treatment": "d", "source_rows": 25734, "source_sd": 0.3269081274898158, "rows": 25734, "units": 1184, "clusters": 140, "treated_units": 886, "never_treated_units": 298, "treated_cohorts": 22, "latest_cohort_control_index": null, "unique_unit_period_cells": 25734, "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": 0, "additional_rows_removed": 0 } } }, "scalar_ranges": [ { "Outcome / treatment": "y__d", "Estimator": "Static TWFE", "Estimate (SDs)": 0.04561293787199686, "SE": 0.024565088392952288, "Aggregation": "Coefficient", "Event study": "No", "Status": "estimated", "Note": "", "lower": -0.0029566076986844297, "upper": 0.09418248344267816, "ci_level": 0.95, "inference": "Configured-cluster regression interval" }, { "Outcome / treatment": "y__d", "Estimator": "Dynamic TWFE", "Estimate (SDs)": 0.05065020247399928, "SE": 0.02398136966268965, "Aggregation": "equal_periods", "Event study": "Yes", "Status": "estimated", "Note": "", "lower": 0.003234772574161056, "upper": 0.0980656323738375, "ci_level": 0.95, "inference": "Configured-cluster regression interval" }, { "Outcome / treatment": "y__d", "Estimator": "BJS / did2s", "Estimate (SDs)": 0.07667091163688142, "SE": 0.026747580732519267, "Aggregation": "equal_periods", "Event study": "Yes", "Status": "estimated", "Note": "", "lower": 0.023786190828537494, "upper": 0.12955563244522533, "ci_level": 0.95, "inference": "Configured-cluster regression interval" }, { "Outcome / treatment": "y__d", "Estimator": "Sun\u2013Abraham", "Estimate (SDs)": 0.05315485520642897, "SE": 0.0257463506332266, "Aggregation": "equal_periods", "Event study": "Yes", "Status": "estimated", "Note": "", "lower": 0.002249744247495758, "upper": 0.10405996616536219, "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" } ] }