{
  "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": null,
    "post_weighting": "observations",
    "sample_query": null,
    "reversal_policy": "drop_post_untreated",
    "labels": {},
    "allow_repeated_cells": true,
    "time_fe": null,
    "unit_fe": null,
    "frequency_weights": false,
    "source_sd": null,
    "require_never_control_periods": false,
    "latest_cohort_control": true,
    "slug": "s03-p003",
    "specification_id": "S03-P003",
    "source_specification_id": "PP-REPLY-T1-PA-NOOIL-CHGEMP",
    "study_id": 3,
    "study": "Reply: Do Powerful Politicians Really Cause Corporate Downsizing?",
    "citation": "Cohen et al. (2017), JPE. https://doi.org/10.1086/694203",
    "description": "PP-REPLY-T1-PA-NOOIL-CHGEMP",
    "data": "analyses/full-archive/prepared/S03-P003.parquet",
    "output_dir": "analyses/full-archive/results/S03-P003"
  },
  "source": {
    "file": "S03-P003.parquet",
    "bytes": 1262045,
    "sha256": "6ff73409d2cd439669e893b9814b19309365a132971d06e381b10ba4f9a177bf"
  },
  "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": 159619,
        "source_sd": 0.3105743177184955,
        "rows": 152549,
        "units": 14280,
        "clusters": 58,
        "treated_units": 707,
        "never_treated_units": 13573,
        "treated_cohorts": 7,
        "latest_cohort_control_index": null,
        "unique_unit_period_cells": 152451,
        "unsupported_prediction_rows_removed": 0,
        "rows_without_never_control_time_fe_removed": 0,
        "initially_treated_units_removed": 188,
        "post_adoption_untreated_rows_removed": 4417,
        "units_without_minus_one_removed": 22,
        "additional_rows_removed": 1919
      },
      "estimates": [
        {
          "method": "Static TWFE",
          "estimate": -0.04983128423661516,
          "se": 0.023269833494926877,
          "pvalue": 0.036525127708712656,
          "lower": -0.09642832205365917,
          "upper": -0.0032342464195711518
        },
        {
          "method": "Dynamic TWFE",
          "estimate": -0.012188821141177615,
          "se": 0.10060533912831014,
          "pvalue": 0.9039945055286253,
          "lower": -0.2136475377658767,
          "upper": 0.18926989548352147
        },
        {
          "method": "BJS / did2s",
          "estimate": -0.06103769287540867,
          "se": 0.023798000861249613,
          "pvalue": 0.01298066169610297,
          "lower": -0.10869236760023865,
          "upper": -0.013383018150578685
        },
        {
          "method": "Sun\u2013Abraham",
          "estimate": -0.009579258164665427,
          "se": 0.018456490179759883,
          "pvalue": 0.6057573057376304,
          "lower": -0.04653774224937826,
          "upper": 0.027379225920047406
        }
      ],
      "event_studies": {
        "Dynamic TWFE": [
          {
            "event_time": -29,
            "estimate": -0.3238206010404655,
            "se": 0.1283519129881916,
            "pvalue": 0.014453509785259484,
            "lower": -0.580840873433244,
            "upper": -0.06680032864768704
          },
          {
            "event_time": -28,
            "estimate": -0.2862684640298388,
            "se": 0.13839919156762417,
            "pvalue": 0.04314741240185488,
            "lower": -0.5634080647378055,
            "upper": -0.009128863321872183
          },
          {
            "event_time": -27,
            "estimate": -0.1837931982336037,
            "se": 0.1441568582301837,
            "pvalue": 0.2074984787347937,
            "lower": -0.47246232755945705,
            "upper": 0.10487593109224966
          },
          {
            "event_time": -26,
            "estimate": -0.0411952252309373,
            "se": 0.11571077937405981,
            "pvalue": 0.7231407479780115,
            "lower": -0.27290206419513435,
            "upper": 0.19051161373325975
          },
          {
            "event_time": -25,
            "estimate": -0.0049675475955588,
            "se": 0.11858160045857272,
            "pvalue": 0.9667316813039366,
            "lower": -0.24242310662129732,
            "upper": 0.2324880114301797
          },
          {
            "event_time": -24,
            "estimate": -0.02635787411624964,
            "se": 0.12658463997643932,
            "pvalue": 0.8357968476064195,
            "lower": -0.2798392433458569,
            "upper": 0.22712349511335767
          },
          {
            "event_time": -23,
            "estimate": 0.013524385965123696,
            "se": 0.11426819305497571,
            "pvalue": 0.906201288973196,
            "lower": -0.2152937237230617,
            "upper": 0.2423424956533091
          },
          {
            "event_time": -22,
            "estimate": -0.08806801594013719,
            "se": 0.12048742459449306,
            "pvalue": 0.46781524702607064,
            "lower": -0.3293399219695393,
            "upper": 0.15320389008926494
          },
          {
            "event_time": -21,
            "estimate": -0.12140759991682663,
            "se": 0.12564057183782085,
            "pvalue": 0.33797180464187415,
            "lower": -0.37299850530763334,
            "upper": 0.13018330547398005
          },
          {
            "event_time": -20,
            "estimate": -0.08876334268207067,
            "se": 0.1892143004664491,
            "pvalue": 0.6407765867402128,
            "lower": -0.4676584437700453,
            "upper": 0.2901317584059039
          },
          {
            "event_time": -19,
            "estimate": 0.0811646556057176,
            "se": 0.1420978462661618,
            "pvalue": 0.5701172380789081,
            "lower": -0.20338137338191492,
            "upper": 0.36571068459335015
          },
          {
            "event_time": -18,
            "estimate": -0.031115794244682558,
            "se": 0.10676595908321355,
            "pvalue": 0.7717733553952083,
            "lower": -0.24491093953689463,
            "upper": 0.18267935104752953
          },
          {
            "event_time": -17,
            "estimate": -0.031600451769062884,
            "se": 0.08098348791434913,
            "pvalue": 0.6978367462472425,
            "lower": -0.1937670890904577,
            "upper": 0.13056618555233196
          },
          {
            "event_time": -16,
            "estimate": -0.030339235538218604,
            "se": 0.11358065357011018,
            "pvalue": 0.7903437653532204,
            "lower": -0.25778057115606207,
            "upper": 0.19710210007962484
          },
          {
            "event_time": -15,
            "estimate": 0.06440862019102615,
            "se": 0.1378820865212542,
            "pvalue": 0.6421889142668715,
            "lower": -0.21169549552275946,
            "upper": 0.3405127359048118
          },
          {
            "event_time": -14,
            "estimate": 0.030427485474147784,
            "se": 0.11281053859865946,
            "pvalue": 0.78834820719308,
            "lower": -0.1954717215136827,
            "upper": 0.25632669246197826
          },
          {
            "event_time": -13,
            "estimate": 0.07648193873574592,
            "se": 0.09811675494648019,
            "pvalue": 0.43891028016340977,
            "lower": -0.11999347402230069,
            "upper": 0.2729573514937925
          },
          {
            "event_time": -12,
            "estimate": -0.010821707386934295,
            "se": 0.1395464680123535,
            "pvalue": 0.9384582904396793,
            "lower": -0.2902586895477295,
            "upper": 0.26861527477386093
          },
          {
            "event_time": -11,
            "estimate": 0.10133942649097201,
            "se": 0.11599873063852972,
            "pvalue": 0.38598817176026956,
            "lower": -0.1309440249342852,
            "upper": 0.33362287791622924
          },
          {
            "event_time": -10,
            "estimate": 0.006512779912558992,
            "se": 0.14183205858893858,
            "pvalue": 0.963535347514424,
            "lower": -0.27750101843192887,
            "upper": 0.29052657825704686
          },
          {
            "event_time": -9,
            "estimate": 0.06020453437637021,
            "se": 0.16733303159118662,
            "pvalue": 0.7203347898139104,
            "lower": -0.2748740815834319,
            "upper": 0.3952831503361723
          },
          {
            "event_time": -8,
            "estimate": 0.1291434403590352,
            "se": 0.10873572947323443,
            "pvalue": 0.2398844910738683,
            "lower": -0.08859610210192786,
            "upper": 0.34688298281999824
          },
          {
            "event_time": -7,
            "estimate": 0.12287855534312538,
            "se": 0.1525890825288204,
            "pvalue": 0.4239985813015134,
            "lower": -0.18267581188574233,
            "upper": 0.42843292257199306
          },
          {
            "event_time": -6,
            "estimate": 0.09346592565931632,
            "se": 0.14938438379747465,
            "pvalue": 0.5340260770456674,
            "lower": -0.20567114305259782,
            "upper": 0.3926029943712305
          },
          {
            "event_time": -5,
            "estimate": 0.026058913764412023,
            "se": 0.13064427489129263,
            "pvalue": 0.8426091605172353,
            "lower": -0.23555173415952083,
            "upper": 0.2876695616883449
          },
          {
            "event_time": -4,
            "estimate": 0.03462647484292959,
            "se": 0.12500434732998472,
            "pvalue": 0.782780525988451,
            "lower": -0.2156904129465808,
            "upper": 0.28494336263243997
          },
          {
            "event_time": -3,
            "estimate": 0.06778519325003986,
            "se": 0.11590438138725925,
            "pvalue": 0.5609651888343531,
            "lower": -0.16430932705843826,
            "upper": 0.299879713558518
          },
          {
            "event_time": -2,
            "estimate": 0.024257364860425998,
            "se": 0.08551318748482703,
            "pvalue": 0.7776925596137024,
            "lower": -0.14697983939181614,
            "upper": 0.19549456911266816
          },
          {
            "event_time": 0,
            "estimate": 0.052978951864626325,
            "se": 0.0976700653359042,
            "pvalue": 0.5896384529430583,
            "lower": -0.14260198037721772,
            "upper": 0.2485598841064704
          },
          {
            "event_time": 1,
            "estimate": -0.09353092070225295,
            "se": 0.09831020639890678,
            "pvalue": 0.34542553076587795,
            "lower": -0.2903937133118335,
            "upper": 0.10333187190732761
          },
          {
            "event_time": 2,
            "estimate": -0.013493904173624574,
            "se": 0.11195732625884292,
            "pvalue": 0.9044893797979677,
            "lower": -0.23768458292153155,
            "upper": 0.21069677457428243
          },
          {
            "event_time": 3,
            "estimate": -0.05737951334769211,
            "se": 0.12018925740033126,
            "pvalue": 0.6348960100691972,
            "lower": -0.2980543498696915,
            "upper": 0.18329532317430727
          },
          {
            "event_time": 4,
            "estimate": 0.023340694486957754,
            "se": 0.10694327238718325,
            "pvalue": 0.8280114746841245,
            "lower": -0.1908095145719264,
            "upper": 0.2374909035458419
          },
          {
            "event_time": 5,
            "estimate": 0.02062658307327707,
            "se": 0.11861472381005207,
            "pvalue": 0.8625636092890999,
            "lower": -0.21689530431969478,
            "upper": 0.25814847046624895
          },
          {
            "event_time": 9,
            "estimate": -0.1294073327420137,
            "se": 0.7980231447246408,
            "pvalue": 0.8717534388740131,
            "lower": -1.7274211157678951,
            "upper": 1.4686064502838676
          },
          {
            "event_time": 10,
            "estimate": -0.79953330767412,
            "se": 0.7929142074563903,
            "pvalue": 0.3175489750732149,
            "lower": -2.3873166202866454,
            "upper": 0.7882500049384054
          },
          {
            "event_time": 11,
            "estimate": -1.5395148473345437,
            "se": 0.8014668879572409,
            "pvalue": 0.05975467363136879,
            "lower": -3.144424607234374,
            "upper": 0.06539491256528662
          },
          {
            "event_time": 12,
            "estimate": 1.3809294570666164,
            "se": 0.8056718476770222,
            "pvalue": 0.09196061347462096,
            "lower": -0.23240058942978603,
            "upper": 2.994259503563019
          },
          {
            "event_time": 13,
            "estimate": -0.19204454255082973,
            "se": 0.810208529285037,
            "pvalue": 0.8134825741675408,
            "lower": -1.8144591372670824,
            "upper": 1.430370052165423
          },
          {
            "event_time": 14,
            "estimate": -0.31500212302090924,
            "se": 0.8072643768035321,
            "pvalue": 0.6978361657093513,
            "lower": -1.9315211540860626,
            "upper": 1.3015169080442441
          }
        ],
        "BJS / did2s": [
          {
            "event_time": -29,
            "estimate": -0.2679221257617463,
            "se": 0.023458428207125254,
            "pvalue": 2.308607642558145e-16,
            "lower": -0.31489681797577246,
            "upper": -0.22094743354772012
          },
          {
            "event_time": -28,
            "estimate": -0.2236334949228704,
            "se": 0.02145419867611918,
            "pvalue": 8.035416001690601e-15,
            "lower": -0.2665947867285659,
            "upper": -0.1806722031171749
          },
          {
            "event_time": -27,
            "estimate": -0.1170128001830782,
            "se": 0.02419962131694044,
            "pvalue": 1.0458921109754003e-05,
            "lower": -0.1654717059981738,
            "upper": -0.06855389436798262
          },
          {
            "event_time": -26,
            "estimate": -0.0507387943980569,
            "se": 0.02124639866570788,
            "pvalue": 0.020271139488931257,
            "lower": -0.09328397386046347,
            "upper": -0.00819361493565033
          },
          {
            "event_time": -25,
            "estimate": -0.02070195576747304,
            "se": 0.018447514966763296,
            "pvalue": 0.26647891340775964,
            "lower": -0.057642467298170436,
            "upper": 0.01623855576322435
          },
          {
            "event_time": -24,
            "estimate": -0.037227427496679184,
            "se": 0.022231902299945993,
            "pvalue": 0.09951039294239607,
            "lower": -0.08174604394665333,
            "upper": 0.007291188953294961
          },
          {
            "event_time": -23,
            "estimate": 0.0016644121257982706,
            "se": 0.01633992931178324,
            "pvalue": 0.9192239829574642,
            "lower": -0.031055731928304346,
            "upper": 0.03438455617990089
          },
          {
            "event_time": -22,
            "estimate": -0.09454053660110465,
            "se": 0.02097010240604935,
            "pvalue": 3.3024632676817546e-05,
            "lower": -0.13653244234701373,
            "upper": -0.05254863085519558
          },
          {
            "event_time": -21,
            "estimate": -0.12854011174012342,
            "se": 0.022032975298440123,
            "pvalue": 2.685932326464952e-07,
            "lower": -0.17266038374066173,
            "upper": -0.08441983973958511
          },
          {
            "event_time": -20,
            "estimate": -0.09897698866399345,
            "se": 0.06566806487899089,
            "pvalue": 0.13727393985450873,
            "lower": -0.2304750203626536,
            "upper": 0.0325210430346667
          },
          {
            "event_time": -19,
            "estimate": 0.06510568590577676,
            "se": 0.0289773334677522,
            "pvalue": 0.028543677926758527,
            "lower": 0.0070795765342456796,
            "upper": 0.12313179527730783
          },
          {
            "event_time": -18,
            "estimate": -0.04418055587563411,
            "se": 0.01544708099670828,
            "pvalue": 0.005908366251253124,
            "lower": -0.07511280201841294,
            "upper": -0.01324830973285528
          },
          {
            "event_time": -17,
            "estimate": -0.048643350088158704,
            "se": 0.0405163054749078,
            "pvalue": 0.23487716916627976,
            "lower": -0.1297758523397447,
            "upper": 0.03248915216342729
          },
          {
            "event_time": -16,
            "estimate": -0.04403167282912659,
            "se": 0.009554695443779841,
            "pvalue": 2.330582212660863e-05,
            "lower": -0.06316462042934087,
            "upper": -0.024898725228912295
          },
          {
            "event_time": -15,
            "estimate": 0.04570830774973286,
            "se": 0.023225787946585915,
            "pvalue": 0.053939714124051415,
            "lower": -0.0008005303781228323,
            "upper": 0.09221714587758856
          },
          {
            "event_time": -14,
            "estimate": 0.00942928603901264,
            "se": 0.01723884241296999,
            "pvalue": 0.5865282670135242,
            "lower": -0.0250909004511206,
            "upper": 0.04394947252914588
          },
          {
            "event_time": -13,
            "estimate": 0.04799695550352495,
            "se": 0.0261809763826805,
            "pvalue": 0.07198510499503147,
            "lower": -0.00442954539330636,
            "upper": 0.10042345640035627
          },
          {
            "event_time": -12,
            "estimate": -0.034772093456917855,
            "se": 0.022587273306425668,
            "pvalue": 0.12922669253606703,
            "lower": -0.08000232807260102,
            "upper": 0.010458141158765318
          },
          {
            "event_time": -11,
            "estimate": 0.07033857262585404,
            "se": 0.012857069021162374,
            "pvalue": 1.039195164717989e-06,
            "lower": 0.044592736003255945,
            "upper": 0.09608440924845213
          },
          {
            "event_time": -10,
            "estimate": -0.018287207553561936,
            "se": 0.028398083730964255,
            "pvalue": 0.5221847308245764,
            "lower": -0.07515338933487174,
            "upper": 0.03857897422774788
          },
          {
            "event_time": -9,
            "estimate": 0.0268120026195489,
            "se": 0.05022390584719877,
            "pvalue": 0.595521617305131,
            "lower": -0.07375963407015027,
            "upper": 0.12738363930924806
          },
          {
            "event_time": -8,
            "estimate": 0.09152005785318669,
            "se": 0.013411389579629908,
            "pvalue": 6.246055363906065e-09,
            "lower": 0.06466421345888246,
            "upper": 0.11837590224749092
          },
          {
            "event_time": -7,
            "estimate": 0.08568773282809848,
            "se": 0.04576514228537615,
            "pvalue": 0.06629294719009993,
            "lower": -0.005955383837905545,
            "upper": 0.1773308494941025
          },
          {
            "event_time": -6,
            "estimate": 0.044708649247258314,
            "se": 0.040864060943470136,
            "pvalue": 0.27852085229783996,
            "lower": -0.03712022131840331,
            "upper": 0.12653751981291994
          },
          {
            "event_time": -5,
            "estimate": -0.0172015299665384,
            "se": 0.0206614535380737,
            "pvalue": 0.40857775967753385,
            "lower": -0.05857537701527696,
            "upper": 0.02417231708220015
          },
          {
            "event_time": -4,
            "estimate": -0.007608164221936245,
            "se": 0.01645724412861209,
            "pvalue": 0.6456269219255807,
            "lower": -0.040563227144601685,
            "upper": 0.025346898700729193
          },
          {
            "event_time": -3,
            "estimate": 0.0075885554029979764,
            "se": 0.016590549107734907,
            "pvalue": 0.6491205989155184,
            "lower": -0.025633446135912414,
            "upper": 0.04081055694190837
          },
          {
            "event_time": -2,
            "estimate": -0.03007842341971553,
            "se": 0.03802097678425808,
            "pvalue": 0.4321647401391036,
            "lower": -0.10621411615869761,
            "upper": 0.04605726931926654
          },
          {
            "event_time": -1,
            "estimate": -0.06327744221815446,
            "se": 0.09721982168206661,
            "pvalue": 0.5177458505991689,
            "lower": -0.25795677709492376,
            "upper": 0.13140189265861485
          },
          {
            "event_time": 0,
            "estimate": -0.011031408590273904,
            "se": 0.048265360214453025,
            "pvalue": 0.8200308980138896,
            "lower": -0.10768112529995448,
            "upper": 0.08561830811940667
          },
          {
            "event_time": 1,
            "estimate": -0.15422274594643473,
            "se": 0.03921667672442573,
            "pvalue": 0.00023031469727930555,
            "lower": -0.23275278651527884,
            "upper": -0.07569270537759062
          },
          {
            "event_time": 2,
            "estimate": -0.07553578729339747,
            "se": 0.0541387022178409,
            "pvalue": 0.16835997103831649,
            "lower": -0.18394666849546532,
            "upper": 0.03287509390867037
          },
          {
            "event_time": 3,
            "estimate": -0.10717449676351476,
            "se": 0.07391729947015943,
            "pvalue": 0.1525599812746196,
            "lower": -0.2551913357965785,
            "upper": 0.04084234226954894
          },
          {
            "event_time": 4,
            "estimate": -0.02308013146217687,
            "se": 0.03106569104560769,
            "pvalue": 0.46056549554330867,
            "lower": -0.0852881047500122,
            "upper": 0.039127841825658455
          },
          {
            "event_time": 5,
            "estimate": 0.0018597991874142292,
            "se": 0.04414983239851393,
            "pvalue": 0.9665464912832195,
            "lower": -0.08654871522409695,
            "upper": 0.09026831359892541
          },
          {
            "event_time": 9,
            "estimate": 1.8640468513007291,
            "se": 0.033432288411795845,
            "pvalue": 2.0178105193138923e-51,
            "lower": 1.797099848531053,
            "upper": 1.9309938540704052
          },
          {
            "event_time": 10,
            "estimate": 1.2021672259906169,
            "se": 0.03877640039249692,
            "pvalue": 2.2587774836228794e-37,
            "lower": 1.1245188235690036,
            "upper": 1.2798156284122302
          },
          {
            "event_time": 11,
            "estimate": 0.4616520392388107,
            "se": 0.05083174723221023,
            "pvalue": 1.1347175756054474e-12,
            "lower": 0.3598632211708985,
            "upper": 0.5634408573067229
          },
          {
            "event_time": 12,
            "estimate": 3.3815928499553065,
            "se": 0.0276572829282888,
            "pvalue": 1.1001533765971147e-70,
            "lower": 3.326210096193569,
            "upper": 3.436975603717044
          },
          {
            "event_time": 13,
            "estimate": 1.8065953572879412,
            "se": 0.03789305073210873,
            "pvalue": 1.2589032833647322e-47,
            "lower": 1.7307158320497316,
            "upper": 1.8824748825261508
          },
          {
            "event_time": 14,
            "estimate": 1.6854059005824547,
            "se": 0.04114641339290339,
            "pvalue": 5.65970616168449e-44,
            "lower": 1.6030116289894567,
            "upper": 1.7678001721754526
          }
        ],
        "Sun\u2013Abraham": [
          {
            "event_time": -29,
            "estimate": -0.6144530818619889,
            "se": 0.053997117081722015,
            "pvalue": 2.672220451999819e-16,
            "lower": -0.7225804437194296,
            "upper": -0.5063257200045481
          },
          {
            "event_time": -28,
            "estimate": -0.57185888742681,
            "se": 0.05584890758551113,
            "pvalue": 1.568730355006963e-14,
            "lower": -0.6836943958059316,
            "upper": -0.4600233790476885
          },
          {
            "event_time": -27,
            "estimate": -0.47534125956533096,
            "se": 0.05923287979205201,
            "pvalue": 6.247097292432713e-11,
            "lower": -0.5939530554032514,
            "upper": -0.35672946372741055
          },
          {
            "event_time": -26,
            "estimate": -0.14821847685255962,
            "se": 0.04659284064804482,
            "pvalue": 0.0023742784876123746,
            "lower": -0.2415190309005194,
            "upper": -0.05491792280459985
          },
          {
            "event_time": -25,
            "estimate": -0.11830389035048762,
            "se": 0.043840130459915416,
            "pvalue": 0.00914736354736628,
            "lower": -0.20609223732727983,
            "upper": -0.030515543373695428
          },
          {
            "event_time": -24,
            "estimate": -0.1472887731470378,
            "se": 0.04864204620706813,
            "pvalue": 0.003693387099437343,
            "lower": -0.24469279054592885,
            "upper": -0.049884755748146756
          },
          {
            "event_time": -23,
            "estimate": -0.11298394251173702,
            "se": 0.03776134188887105,
            "pvalue": 0.004089758862413177,
            "lower": -0.18859972534067992,
            "upper": -0.03736815968279411
          },
          {
            "event_time": -22,
            "estimate": -0.2075135590779948,
            "se": 0.037719032360819874,
            "pvalue": 9.274494887161684e-07,
            "lower": -0.28304461853841634,
            "upper": -0.13198249961757327
          },
          {
            "event_time": -21,
            "estimate": -0.23578550741947765,
            "se": 0.050983560631609436,
            "pvalue": 2.2008632796307314e-05,
            "lower": -0.33787832657594435,
            "upper": -0.13369268826301095
          },
          {
            "event_time": -20,
            "estimate": -0.14140568328350875,
            "se": 0.03815727486388761,
            "pvalue": 0.00047817563244683374,
            "lower": -0.21781430821911665,
            "upper": -0.06499705834790084
          },
          {
            "event_time": -19,
            "estimate": 0.027648797917102855,
            "se": 0.03255330442922939,
            "pvalue": 0.39924578840886066,
            "lower": -0.03753806978821396,
            "upper": 0.09283566562241967
          },
          {
            "event_time": -18,
            "estimate": -0.08291156183771481,
            "se": 0.03453107570941426,
            "pvalue": 0.01963234094621997,
            "lower": -0.15205884821797955,
            "upper": -0.013764275457450056
          },
          {
            "event_time": -17,
            "estimate": -0.07523147188629678,
            "se": 0.03902751128228778,
            "pvalue": 0.05888642506661848,
            "lower": -0.15338271519116814,
            "upper": 0.0029197714185745655
          },
          {
            "event_time": -16,
            "estimate": -0.06064768941714349,
            "se": 0.037809843944595224,
            "pvalue": 0.11423721442090477,
            "lower": -0.13636059593737865,
            "upper": 0.01506521710309168
          },
          {
            "event_time": -15,
            "estimate": 0.03681835744303127,
            "se": 0.04237892084199935,
            "pvalue": 0.3886058279456484,
            "lower": -0.04804396774510019,
            "upper": 0.12168068263116272
          },
          {
            "event_time": -14,
            "estimate": 0.022073476050893312,
            "se": 0.04164378650306629,
            "pvalue": 0.5981329840008994,
            "lower": -0.06131676801558597,
            "upper": 0.1054637201173726
          },
          {
            "event_time": -13,
            "estimate": 0.07971377687519005,
            "se": 0.0366652284130943,
            "pvalue": 0.03386454106842672,
            "lower": 0.006292923420953486,
            "upper": 0.1531346303294266
          },
          {
            "event_time": -12,
            "estimate": -0.007778151278322237,
            "se": 0.03351629662050312,
            "pvalue": 0.8173142719665957,
            "lower": -0.07489337758423165,
            "upper": 0.05933707502758717
          },
          {
            "event_time": -11,
            "estimate": 0.10774692663795973,
            "se": 0.04124678282322077,
            "pvalue": 0.011479344444284202,
            "lower": 0.025151668727582538,
            "upper": 0.19034218454833693
          },
          {
            "event_time": -10,
            "estimate": 0.007906011701929325,
            "se": 0.04179026134467765,
            "pvalue": 0.8506213340789636,
            "lower": -0.07577754317553181,
            "upper": 0.09158956657939046
          },
          {
            "event_time": -9,
            "estimate": 0.06301462961879084,
            "se": 0.03694366924102177,
            "pvalue": 0.09350916805162242,
            "lower": -0.010963791975826864,
            "upper": 0.13699305121340855
          },
          {
            "event_time": -8,
            "estimate": 0.1329013965656055,
            "se": 0.03741710961581778,
            "pvalue": 0.0007755623855930928,
            "lower": 0.057974926973425,
            "upper": 0.20782786615778603
          },
          {
            "event_time": -7,
            "estimate": 0.11668769398463535,
            "se": 0.03472057339852508,
            "pvalue": 0.001392337695058338,
            "lower": 0.04716094502731072,
            "upper": 0.18621444294196
          },
          {
            "event_time": -6,
            "estimate": 0.07614294313030656,
            "se": 0.047612405666663714,
            "pvalue": 0.11529961507631305,
            "lower": -0.019199254650938927,
            "upper": 0.17148514091155204
          },
          {
            "event_time": -5,
            "estimate": 0.011673509352761222,
            "se": 0.030574107158734237,
            "pvalue": 0.7040218030272805,
            "lower": -0.049550084181265996,
            "upper": 0.07289710288678844
          },
          {
            "event_time": -4,
            "estimate": 0.025499370488873588,
            "se": 0.03301269412774546,
            "pvalue": 0.4430620087419241,
            "lower": -0.04060740922007576,
            "upper": 0.09160615019782294
          },
          {
            "event_time": -3,
            "estimate": 0.06537986330420259,
            "se": 0.02685482345924843,
            "pvalue": 0.018063918682073788,
            "lower": 0.011604006911699771,
            "upper": 0.11915571969670541
          },
          {
            "event_time": -2,
            "estimate": 0.026123414493532275,
            "se": 0.025931778738081643,
            "pvalue": 0.3180048509850407,
            "lower": -0.02580407672745315,
            "upper": 0.0780509057145177
          },
          {
            "event_time": 0,
            "estimate": 0.0541600412840488,
            "se": 0.02373747971221245,
            "pvalue": 0.026265511307893598,
            "lower": 0.00662655806972233,
            "upper": 0.10169352449837527
          },
          {
            "event_time": 1,
            "estimate": -0.09334184769336075,
            "se": 0.020557653933162005,
            "pvalue": 2.9535172662830378e-05,
            "lower": -0.13450783961857557,
            "upper": -0.05217585576814592
          },
          {
            "event_time": 2,
            "estimate": -0.02082637180162357,
            "se": 0.02178476990450293,
            "pvalue": 0.34310636304488307,
            "lower": -0.06444962107399294,
            "upper": 0.022796877470745797
          },
          {
            "event_time": 3,
            "estimate": -0.056470361595728935,
            "se": 0.024140603557029686,
            "pvalue": 0.022851805408559262,
            "lower": -0.1048110863851185,
            "upper": -0.008129636806339366
          },
          {
            "event_time": 4,
            "estimate": 0.03248499752429565,
            "se": 0.02268733190183795,
            "pvalue": 0.15764591226149444,
            "lower": -0.012945600972605796,
            "upper": 0.0779155960211971
          },
          {
            "event_time": 5,
            "estimate": 0.03463990724551193,
            "se": 0.03559798397953362,
            "pvalue": 0.33462199221010785,
            "lower": -0.03664382609389877,
            "upper": 0.10592364058492262
          },
          {
            "event_time": 9,
            "estimate": 0.061777261225594834,
            "se": 0.7485369986099097,
            "pvalue": 0.9345138710142118,
            "lower": -1.4371422234921098,
            "upper": 1.5606967459432997
          },
          {
            "event_time": 10,
            "estimate": -0.6016550283634061,
            "se": 0.7413679923692165,
            "pvalue": 0.420427649055592,
            "lower": -2.086218825706681,
            "upper": 0.8829087689798687
          },
          {
            "event_time": 11,
            "estimate": -1.342054593916233,
            "se": 0.7489102544788525,
            "pvalue": 0.07843952436131942,
            "lower": -2.8417215106189735,
            "upper": 0.1576123227865074
          },
          {
            "event_time": 12,
            "estimate": 1.5778620111783836,
            "se": 0.7541002033459259,
            "pvalue": 0.04086892332429465,
            "lower": 0.0678024011338425,
            "upper": 3.087921621222925
          },
          {
            "event_time": 13,
            "estimate": 0.003403838935897442,
            "se": 0.7590858638305199,
            "pvalue": 0.9964378518664114,
            "lower": -1.5166393840207952,
            "upper": 1.5234470618925902
          },
          {
            "event_time": 14,
            "estimate": -0.1181253499551442,
            "se": 0.7562910546491696,
            "pvalue": 0.876434871329567,
            "lower": -1.6325720640608736,
            "upper": 1.3963213641505852
          }
        ]
      },
      "target": {
        "event_times": [
          0.0,
          1.0,
          2.0,
          3.0,
          4.0,
          5.0,
          9.0,
          10.0,
          11.0,
          12.0,
          13.0,
          14.0
        ],
        "weights": [
          0.21331726423621572,
          0.18830973184694186,
          0.17053329316059054,
          0.15727628803856583,
          0.14191021391985537,
          0.12684543537210002,
          0.00030129557095510696,
          0.00030129557095510696,
          0.00030129557095510696,
          0.00030129557095510696,
          0.00030129557095510696,
          0.00030129557095510696
        ],
        "weighting": "observations"
      },
      "checks": {
        "did2s_vs_direct_imputation_max_post_difference": 4.163336342344337e-17,
        "package_aggregate_vs_estimable_cell_weights": 2.7755575615628914e-17,
        "saturated_vs_deviations_relative_rss_difference": 4.472455112398974e-10
      },
      "inference": {
        "standard_errors": "Cluster-robust; did2s uses two-stage covariance",
        "confidence_intervals": "Pointwise t, clusters minus one degrees of freedom"
      },
      "f_test": {
        "F": 3.3313640620089298,
        "df_num": 22,
        "df_den": 138079,
        "pvalue": 1.998841751158025e-07,
        "log10_pvalue": -6.699221587732467,
        "inference": "Homoskedastic nested-model F",
        "observations": 152549,
        "design_columns": 149,
        "restricted_design_columns": 127,
        "fixed_effect_rank": 14321,
        "covariance_rank": 22,
        "rss_unrestricted": 117961.13982405944,
        "rss_restricted": 118023.75161182092,
        "test_horizon": null,
        "reference_cohort": 5,
        "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.-29.0]",
            "C(rel_time, contr.treatment(base=-1.0))[T.-28.0]",
            "C(rel_time, contr.treatment(base=-1.0))[T.-27.0]",
            "C(rel_time, contr.treatment(base=-1.0))[T.-26.0]",
            "C(rel_time, contr.treatment(base=-1.0))[T.-25.0]",
            "C(rel_time, contr.treatment(base=-1.0))[T.-24.0]"
          ],
          "data": [
            [
              -1.3803041129340701e-05,
              -1.4370405265001052e-05,
              -1.4815589166359928e-05,
              2.2444977116844414e-05,
              1.4337120429873605e-05,
              -1.94366302835208e-06
            ],
            [
              -8.765068951869171e-06,
              -1.0375238587897927e-05,
              -1.0820896649948923e-05,
              7.775622890814306e-05,
              7.752543047848195e-05,
              6.532716092046675e-05
            ],
            [
              -3.524534846173354e-06,
              -6.167798493849144e-06,
              -6.555239397157786e-06,
              0.00013563472592352275,
              0.0001447496339751684,
              0.00013793002124634526
            ],
            [
              4.703231158450432e-07,
              -3.0472087961583244e-06,
              -3.322274678681164e-06,
              0.00017354290043906812,
              0.00018889749775879636,
              0.00018751082830144135
            ],
            [
              2.981211313770889e-06,
              -1.1520946678107738e-06,
              -1.395997322439053e-06,
              0.00020025557736741658,
              0.00021750964027638075,
              0.000218735223094413
            ]
          ]
        },
        "formula": "y~i(rel_time,ref=-1.0)+i(rel_time,cohort_dummy_19,ref=-1.0)+i(rel_time,cohort_dummy_21,ref=-1.0)+i(rel_time,cohort_dummy_27,ref=-1.0)+i(rel_time,cohort_dummy_30,ref=-1.0)+i(rel_time,cohort_dummy_31,ref=-1.0)+i(rel_time,cohort_dummy_35,ref=-1.0)|unit_fe+time_fe",
        "restriction_names": [
          "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.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_27",
          "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_27",
          "C(rel_time, contr.treatment(base=-1.0))[T.3.0]:cohort_dummy_27",
          "C(rel_time, contr.treatment(base=-1.0))[T.4.0]:cohort_dummy_27",
          "C(rel_time, contr.treatment(base=-1.0))[T.5.0]:cohort_dummy_27",
          "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_30",
          "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_30",
          "C(rel_time, contr.treatment(base=-1.0))[T.3.0]:cohort_dummy_30",
          "C(rel_time, contr.treatment(base=-1.0))[T.4.0]:cohort_dummy_30",
          "C(rel_time, contr.treatment(base=-1.0))[T.5.0]:cohort_dummy_30",
          "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_31",
          "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_31"
        ],
        "deviations": [
          {
            "event_time": -18.0,
            "cohort": 19,
            "estimate": 0.18089106446782272
          },
          {
            "event_time": -17.0,
            "cohort": 19,
            "estimate": -0.11312579388203764
          },
          {
            "event_time": -16.0,
            "cohort": 19,
            "estimate": 0.21705565152583112
          },
          {
            "event_time": -15.0,
            "cohort": 19,
            "estimate": 0.4563080632693984
          },
          {
            "event_time": -14.0,
            "cohort": 19,
            "estimate": 0.947965501395164
          },
          {
            "event_time": -13.0,
            "cohort": 19,
            "estimate": -0.4158732870838757
          },
          {
            "event_time": -12.0,
            "cohort": 19,
            "estimate": 0.19021644704613566
          },
          {
            "event_time": -11.0,
            "cohort": 19,
            "estimate": 0.18266992570497292
          },
          {
            "event_time": -10.0,
            "cohort": 19,
            "estimate": -0.5631788441685359
          },
          {
            "event_time": -9.0,
            "cohort": 19,
            "estimate": 0.40741916239180254
          },
          {
            "event_time": -8.0,
            "cohort": 19,
            "estimate": 0.010382355596902204
          },
          {
            "event_time": -7.0,
            "cohort": 19,
            "estimate": 0.41582485188271423
          },
          {
            "event_time": -6.0,
            "cohort": 19,
            "estimate": 0.49694034278825444
          },
          {
            "event_time": -5.0,
            "cohort": 19,
            "estimate": 0.4088951750399492
          },
          {
            "event_time": -4.0,
            "cohort": 19,
            "estimate": 0.760785591330946
          },
          {
            "event_time": -3.0,
            "cohort": 19,
            "estimate": 0.6471315551877699
          },
          {
            "event_time": -2.0,
            "cohort": 19,
            "estimate": 0.11259135717957089
          },
          {
            "event_time": 0.0,
            "cohort": 19,
            "estimate": 0.3238144253550246
          },
          {
            "event_time": 1.0,
            "cohort": 19,
            "estimate": 0.07615003175635077
          },
          {
            "event_time": 2.0,
            "cohort": 19,
            "estimate": 0.7576465360910842
          },
          {
            "event_time": 3.0,
            "cohort": 19,
            "estimate": 0.20371051510226793
          },
          {
            "event_time": 4.0,
            "cohort": 19,
            "estimate": 0.8129160329232162
          },
          {
            "event_time": 5.0,
            "cohort": 19,
            "estimate": 0.17046423640839714
          },
          {
            "event_time": -20.0,
            "cohort": 21,
            "estimate": 0.852228087249248
          },
          {
            "event_time": -19.0,
            "cohort": 21,
            "estimate": 0.8500745112555903
          },
          {
            "event_time": -18.0,
            "cohort": 21,
            "estimate": 0.5943626885889253
          },
          {
            "event_time": -17.0,
            "cohort": 21,
            "estimate": 0.1512915155345989
          },
          {
            "event_time": -16.0,
            "cohort": 21,
            "estimate": 0.5409591086372114
          },
          {
            "event_time": -15.0,
            "cohort": 21,
            "estimate": 0.8861982069379797
          },
          {
            "event_time": -14.0,
            "cohort": 21,
            "estimate": 1.2906667164536103
          },
          {
            "event_time": -13.0,
            "cohort": 21,
            "estimate": -0.3429142335723451
          },
          {
            "event_time": -12.0,
            "cohort": 21,
            "estimate": 0.35903243966496046
          },
          {
            "event_time": -11.0,
            "cohort": 21,
            "estimate": 0.3181523499407572
          },
          {
            "event_time": -10.0,
            "cohort": 21,
            "estimate": -0.2632602521185897
          },
          {
            "event_time": -9.0,
            "cohort": 21,
            "estimate": 0.5502337535423125
          },
          {
            "event_time": -8.0,
            "cohort": 21,
            "estimate": -0.0012434099337132465
          },
          {
            "event_time": -7.0,
            "cohort": 21,
            "estimate": 0.5529638806000706
          },
          {
            "event_time": -6.0,
            "cohort": 21,
            "estimate": 0.7063667475228721
          },
          {
            "event_time": -5.0,
            "cohort": 21,
            "estimate": 0.4060694243300259
          },
          {
            "event_time": -4.0,
            "cohort": 21,
            "estimate": 0.9710773860313417
          },
          {
            "event_time": -3.0,
            "cohort": 21,
            "estimate": 0.762122329765655
          },
          {
            "event_time": -2.0,
            "cohort": 21,
            "estimate": 0.5222742263154855
          },
          {
            "event_time": 0.0,
            "cohort": 21,
            "estimate": 0.2707902349066839
          },
          {
            "event_time": 1.0,
            "cohort": 21,
            "estimate": 0.2852906536505695
          },
          {
            "event_time": 2.0,
            "cohort": 21,
            "estimate": 0.74450459934045
          },
          {
            "event_time": 3.0,
            "cohort": 21,
            "estimate": 0.4489316404785375
          },
          {
            "event_time": 4.0,
            "cohort": 21,
            "estimate": 0.7296083318431263
          },
          {
            "event_time": 5.0,
            "cohort": 21,
            "estimate": 0.07067177652431456
          },
          {
            "event_time": -26.0,
            "cohort": 27,
            "estimate": 0.35390097856994795
          },
          {
            "event_time": -25.0,
            "cohort": 27,
            "estimate": 0.32244860593873476
          },
          {
            "event_time": -24.0,
            "cohort": 27,
            "estimate": 0.26073684091284904
          },
          {
            "event_time": -23.0,
            "cohort": 27,
            "estimate": 0.33109742145019505
          },
          {
            "event_time": -22.0,
            "cohort": 27,
            "estimate": -0.00912097095254838
          },
          {
            "event_time": -21.0,
            "cohort": 27,
            "estimate": 0.20265851458459633
          },
          {
            "event_time": -20.0,
            "cohort": 27,
            "estimate": 0.11200984930338798
          },
          {
            "event_time": -19.0,
            "cohort": 27,
            "estimate": 0.29291187235665117
          },
          {
            "event_time": -18.0,
            "cohort": 27,
            "estimate": 0.25746519459584527
          },
          {
            "event_time": -17.0,
            "cohort": 27,
            "estimate": 0.009284887013186721
          },
          {
            "event_time": -16.0,
            "cohort": 27,
            "estimate": 0.16338688276141472
          },
          {
            "event_time": -15.0,
            "cohort": 27,
            "estimate": 0.4267427645676704
          },
          {
            "event_time": -14.0,
            "cohort": 27,
            "estimate": 0.9584982309804218
          },
          {
            "event_time": -13.0,
            "cohort": 27,
            "estimate": -0.6404392858584165
          },
          {
            "event_time": -12.0,
            "cohort": 27,
            "estimate": -0.08897243672187297
          },
          {
            "event_time": -11.0,
            "cohort": 27,
            "estimate": -0.01968150840527417
          },
          {
            "event_time": -10.0,
            "cohort": 27,
            "estimate": -0.7194109241726495
          },
          {
            "event_time": -9.0,
            "cohort": 27,
            "estimate": -0.004026485065965535
          },
          {
            "event_time": -8.0,
            "cohort": 27,
            "estimate": -0.3156653403393541
          },
          {
            "event_time": -7.0,
            "cohort": 27,
            "estimate": 0.0822563590955715
          },
          {
            "event_time": -6.0,
            "cohort": 27,
            "estimate": 0.27722870167434915
          },
          {
            "event_time": -5.0,
            "cohort": 27,
            "estimate": -0.03235031388774645
          },
          {
            "event_time": -4.0,
            "cohort": 27,
            "estimate": 0.5536149282904206
          },
          {
            "event_time": -3.0,
            "cohort": 27,
            "estimate": 0.3624099918278111
          },
          {
            "event_time": -2.0,
            "cohort": 27,
            "estimate": 0.2512493152423272
          },
          {
            "event_time": 0.0,
            "cohort": 27,
            "estimate": 0.07501288276728464
          },
          {
            "event_time": 1.0,
            "cohort": 27,
            "estimate": 0.05880582622943531
          },
          {
            "event_time": 2.0,
            "cohort": 27,
            "estimate": 0.2753245936097901
          },
          {
            "event_time": 3.0,
            "cohort": 27,
            "estimate": -0.049117182682745286
          },
          {
            "event_time": 4.0,
            "cohort": 27,
            "estimate": 0.41919167517706585
          },
          {
            "event_time": 5.0,
            "cohort": 27,
            "estimate": -0.18994935057127288
          },
          {
            "event_time": -15.0,
            "cohort": 30,
            "estimate": 0.41277441148753663
          },
          {
            "event_time": -14.0,
            "cohort": 30,
            "estimate": 0.5387490880122072
          },
          {
            "event_time": -13.0,
            "cohort": 30,
            "estimate": -1.2288957644489624
          },
          {
            "event_time": -12.0,
            "cohort": 30,
            "estimate": -0.3829254202654201
          },
          {
            "event_time": -11.0,
            "cohort": 30,
            "estimate": -0.2980465956016576
          },
          {
            "event_time": -10.0,
            "cohort": 30,
            "estimate": -0.6746817016724571
          },
          {
            "event_time": -9.0,
            "cohort": 30,
            "estimate": -0.33486188493787683
          },
          {
            "event_time": -8.0,
            "cohort": 30,
            "estimate": -0.4559842330239061
          },
          {
            "event_time": -7.0,
            "cohort": 30,
            "estimate": -0.2361732602143366
          },
          {
            "event_time": -6.0,
            "cohort": 30,
            "estimate": -0.009285102303005888
          },
          {
            "event_time": -5.0,
            "cohort": 30,
            "estimate": -0.1658866281170238
          },
          {
            "event_time": -4.0,
            "cohort": 30,
            "estimate": 0.287440006939079
          },
          {
            "event_time": -3.0,
            "cohort": 30,
            "estimate": 0.0537820387663612
          },
          {
            "event_time": -2.0,
            "cohort": 30,
            "estimate": -0.240620295360865
          },
          {
            "event_time": 0.0,
            "cohort": 30,
            "estimate": -0.4332476691798972
          },
          {
            "event_time": 1.0,
            "cohort": 30,
            "estimate": 0.2532279852641443
          },
          {
            "event_time": 2.0,
            "cohort": 30,
            "estimate": 0.7045535546824387
          },
          {
            "event_time": 3.0,
            "cohort": 30,
            "estimate": 0.3534186780972685
          },
          {
            "event_time": 4.0,
            "cohort": 30,
            "estimate": -0.00013847221005236499
          },
          {
            "event_time": 5.0,
            "cohort": 30,
            "estimate": -0.07745486531619694
          },
          {
            "event_time": -6.0,
            "cohort": 31,
            "estimate": -5.59590774230829
          },
          {
            "event_time": -5.0,
            "cohort": 31,
            "estimate": -8.142760221966645
          },
          {
            "event_time": -4.0,
            "cohort": 31,
            "estimate": -6.712604175305011
          },
          {
            "event_time": -3.0,
            "cohort": 31,
            "estimate": -5.059784013972809
          },
          {
            "event_time": -2.0,
            "cohort": 31,
            "estimate": -5.447222611145364
          },
          {
            "event_time": 0.0,
            "cohort": 31,
            "estimate": -2.9137559011813385
          },
          {
            "event_time": 1.0,
            "cohort": 31,
            "estimate": -7.737252686773728
          },
          {
            "event_time": 2.0,
            "cohort": 31,
            "estimate": -5.77701108676385
          },
          {
            "event_time": -2.0,
            "cohort": 35,
            "estimate": -0.17670698426964476
          },
          {
            "event_time": 0.0,
            "cohort": 35,
            "estimate": 0.3954076234174566
          }
        ]
      }
    }
  },
  "code_sha256": {
    "replication_engine.py": "35ded31e20eb4abb8626fef7be43e603e832ff031a721cb5cfe8bce81be6ce8c",
    "reference_f_test.py": "9cf8f31eeda89784ac1750ea22c35401ae46e24e06279acf938d2d103b78cccf",
    "sparse_did2s.py": "80f31c1a9b71ccb8a6113641ff8ef830af32dbdea8af48d60740c31d4b00b63c",
    "frequency.py": "8f922ae4be2b63ad9b89515d8e665cda4e11a354258b54ef3b820648243642eb",
    "sparse_models.py": "538c06b81a46a104838d662d6e6489d0d2daa7f680fd234049f28c97c87ef555"
  }
}
