{
  "schema": "did-replication-v2",
  "config": {
    "outcomes": [
      "y"
    ],
    "treatments": [
      "d"
    ],
    "unit": "unit",
    "time": "time",
    "cluster": "cluster",
    "covariates": [],
    "baseline_by_time": [],
    "weight": "weight",
    "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": "s16-p009",
    "specification_id": "S16-P009",
    "source_specification_id": "GIFT-F5A-WHITE",
    "study_id": 16,
    "study": "The Gift of a Lifetime",
    "citation": "Hollingsworth et al. (2024), AER. https://doi.org/10.1257/aer.20230008",
    "description": "GIFT-F5A-WHITE",
    "data": "analyses/full-archive/prepared/S16-P009.parquet",
    "output_dir": "analyses/full-archive/results/S16-P009"
  },
  "source": {
    "file": "S16-P009.parquet",
    "bytes": 25147,
    "sha256": "420980f9cfb88e00a7c516d516e9570893a43d894f84169fa1c489d106f7d2d8"
  },
  "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": 1995,
        "source_sd": 23.019358984405706,
        "rows": 1995,
        "units": 95,
        "clusters": 95,
        "treated_units": 46,
        "never_treated_units": 49,
        "treated_cohorts": 12,
        "latest_cohort_control_index": null,
        "unique_unit_period_cells": 1995,
        "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": -0.17379445267896745,
          "se": 0.09001695609942455,
          "pvalue": 0.05653556018754706,
          "lower": -0.35252522917985185,
          "upper": 0.004936323821916944
        },
        {
          "method": "Dynamic TWFE",
          "estimate": -0.24102768042845324,
          "se": 0.11228570480511811,
          "pvalue": 0.03440288296599623,
          "lower": -0.4639735795055288,
          "upper": -0.018081781351377668
        },
        {
          "method": "BJS / did2s",
          "estimate": -0.29726043405845504,
          "se": 0.10576999343403795,
          "pvalue": 0.006020139513066002,
          "lower": -0.5072692354678141,
          "upper": -0.08725163264909591
        },
        {
          "method": "Sun\u2013Abraham",
          "estimate": -0.29713651030571087,
          "se": 0.12766796010412482,
          "pvalue": 0.022089381612981927,
          "lower": -0.5506242378677411,
          "upper": -0.04364878274368067
        }
      ],
      "event_studies": {
        "Dynamic TWFE": [
          {
            "event_time": -18,
            "estimate": 0.48343498632923204,
            "se": 0.3786699790066445,
            "pvalue": 0.2048652184633678,
            "lower": -0.2684231337195954,
            "upper": 1.2352931063780594
          },
          {
            "event_time": -17,
            "estimate": 0.4974117069245369,
            "se": 0.32143627143196635,
            "pvalue": 0.12511118849393257,
            "lower": -0.1408075450698289,
            "upper": 1.1356309589189026
          },
          {
            "event_time": -16,
            "estimate": -0.24941834422194453,
            "se": 0.4201853199878327,
            "pvalue": 0.5542112102137884,
            "lower": -1.0837061469860063,
            "upper": 0.5848694585421174
          },
          {
            "event_time": -15,
            "estimate": 0.2361040476135778,
            "se": 0.5155244353635544,
            "pvalue": 0.6480179667504156,
            "lower": -0.7874818036558042,
            "upper": 1.25968989888296
          },
          {
            "event_time": -14,
            "estimate": 0.6519710853911562,
            "se": 0.5464631113003428,
            "pvalue": 0.23584297082266326,
            "lower": -0.4330442322110333,
            "upper": 1.7369864029933457
          },
          {
            "event_time": -13,
            "estimate": -0.09580038247202248,
            "se": 0.24918145677818748,
            "pvalue": 0.7015056985645693,
            "lower": -0.5905560061835837,
            "upper": 0.39895524123953874
          },
          {
            "event_time": -12,
            "estimate": -0.059962403676460815,
            "se": 0.21044616052714452,
            "pvalue": 0.7763246621368727,
            "lower": -0.47780818865392866,
            "upper": 0.357883381301007
          },
          {
            "event_time": -11,
            "estimate": -0.2868420764334992,
            "se": 0.22287173920430528,
            "pvalue": 0.201244939473277,
            "lower": -0.7293591391532275,
            "upper": 0.15567498628622917
          },
          {
            "event_time": -10,
            "estimate": -0.19845589954822462,
            "se": 0.2029416082095676,
            "pvalue": 0.3306355334388598,
            "lower": -0.6014012199784291,
            "upper": 0.2044894208819799
          },
          {
            "event_time": -9,
            "estimate": 0.41350881909916054,
            "se": 0.3045436829404895,
            "pvalue": 0.1777782891736158,
            "lower": -0.19116980245157195,
            "upper": 1.018187440649893
          },
          {
            "event_time": -8,
            "estimate": 0.11522549486122376,
            "se": 0.20198713681237473,
            "pvalue": 0.5697271556233271,
            "lower": -0.28582470023526313,
            "upper": 0.5162756899577107
          },
          {
            "event_time": -7,
            "estimate": 0.11913615678330654,
            "se": 0.19394663964140915,
            "pvalue": 0.5405189512623128,
            "lower": -0.2659494426959661,
            "upper": 0.5042217562625791
          },
          {
            "event_time": -6,
            "estimate": -0.024692289520319915,
            "se": 0.15075393524322503,
            "pvalue": 0.8702465427268488,
            "lower": -0.3240177618993832,
            "upper": 0.27463318285874333
          },
          {
            "event_time": -5,
            "estimate": 0.010515271828430905,
            "se": 0.12829387594266572,
            "pvalue": 0.9348508985992755,
            "lower": -0.24421522630365786,
            "upper": 0.2652457699605197
          },
          {
            "event_time": -4,
            "estimate": 0.011868359394462916,
            "se": 0.12394951545405637,
            "pvalue": 0.9239217268608217,
            "lower": -0.23423630914757293,
            "upper": 0.25797302793649873
          },
          {
            "event_time": -3,
            "estimate": 0.10451677309135836,
            "se": 0.11087949978779423,
            "pvalue": 0.34829377048955384,
            "lower": -0.11563707295975022,
            "upper": 0.3246706191424669
          },
          {
            "event_time": -2,
            "estimate": 0.06077291317274593,
            "se": 0.11545734735446897,
            "pvalue": 0.5998731824699922,
            "lower": -0.16847035653528733,
            "upper": 0.2900161828807792
          },
          {
            "event_time": 0,
            "estimate": -0.007934675485735992,
            "se": 0.07000639809065103,
            "pvalue": 0.9100010207186181,
            "lower": -0.14693401997536906,
            "upper": 0.1310646690038971
          },
          {
            "event_time": 1,
            "estimate": 0.053385951090258316,
            "se": 0.08285596089683502,
            "pvalue": 0.5209355956699042,
            "lower": -0.11112650156879028,
            "upper": 0.2178984037493069
          },
          {
            "event_time": 2,
            "estimate": -0.028683015125659312,
            "se": 0.09704938814579721,
            "pvalue": 0.7682250934308326,
            "lower": -0.2213768503079506,
            "upper": 0.16401082005663195
          },
          {
            "event_time": 3,
            "estimate": -0.10837856324754458,
            "se": 0.09673801053544884,
            "pvalue": 0.26542711273238195,
            "lower": -0.30045415088521676,
            "upper": 0.08369702439012758
          },
          {
            "event_time": 4,
            "estimate": -0.16864972717324833,
            "se": 0.10809638837117128,
            "pvalue": 0.12207813092732413,
            "lower": -0.38327764026532546,
            "upper": 0.045978185918828796
          },
          {
            "event_time": 5,
            "estimate": -0.2588323185634531,
            "se": 0.1328019661632353,
            "pvalue": 0.05427559445929882,
            "lower": -0.5225137355065324,
            "upper": 0.0048490983796261045
          },
          {
            "event_time": 6,
            "estimate": -0.21672339846036948,
            "se": 0.13611546951689288,
            "pvalue": 0.11469660715802409,
            "lower": -0.4869838539868394,
            "upper": 0.05353705706610046
          },
          {
            "event_time": 7,
            "estimate": -0.22877625333590706,
            "se": 0.14592479681145124,
            "pvalue": 0.12029556839874123,
            "lower": -0.5185133581546646,
            "upper": 0.06096085148285041
          },
          {
            "event_time": 8,
            "estimate": -0.3397440439299474,
            "se": 0.1464288843538073,
            "pvalue": 0.022493882669385554,
            "lower": -0.6304820263808057,
            "upper": -0.049006061479089036
          },
          {
            "event_time": 9,
            "estimate": -0.3588600171115726,
            "se": 0.1718650169335943,
            "pvalue": 0.039499019971980444,
            "lower": -0.7001020370700249,
            "upper": -0.01761799715312029
          },
          {
            "event_time": 10,
            "estimate": -0.20378966706074664,
            "se": 0.17391544836300218,
            "pvalue": 0.24424910456169358,
            "lower": -0.5491028666882283,
            "upper": 0.14152353256673506
          },
          {
            "event_time": 11,
            "estimate": -0.47235400241445225,
            "se": 0.18910544348442318,
            "pvalue": 0.014233337824969486,
            "lower": -0.8478272934373547,
            "upper": -0.0968807113915498
          },
          {
            "event_time": 12,
            "estimate": -0.41315171090848496,
            "se": 0.20561939161143994,
            "pvalue": 0.04737255467501525,
            "lower": -0.8214138330553482,
            "upper": -0.004889588761621655
          },
          {
            "event_time": 13,
            "estimate": -0.5188214721122528,
            "se": 0.23626455787009493,
            "pvalue": 0.030557103491373333,
            "lower": -0.9879302902455751,
            "upper": -0.04971265397893054
          },
          {
            "event_time": 14,
            "estimate": -0.8447993862875589,
            "se": 0.25456116701296383,
            "pvalue": 0.0012878534407521367,
            "lower": -1.3502365507807181,
            "upper": -0.33936222179439957
          },
          {
            "event_time": 15,
            "estimate": -0.7943527883691226,
            "se": 0.19178308353124143,
            "pvalue": 7.51960862885135e-05,
            "lower": -1.1751425964738635,
            "upper": -0.4135629802643817
          }
        ],
        "BJS / did2s": [
          {
            "event_time": -18,
            "estimate": 0.4270693567978052,
            "se": 0.4016029145300735,
            "pvalue": 0.2903193859272867,
            "lower": -0.37032264432360595,
            "upper": 1.2244613579192163
          },
          {
            "event_time": -17,
            "estimate": 0.503783399044977,
            "se": 0.3235399264185089,
            "pvalue": 0.12280778052240925,
            "lower": -0.13861270923876856,
            "upper": 1.1461795073287226
          },
          {
            "event_time": -16,
            "estimate": -0.22680608938998975,
            "se": 0.2840559369505329,
            "pvalue": 0.42661877576852164,
            "lower": -0.7908058110066549,
            "upper": 0.33719363222667537
          },
          {
            "event_time": -15,
            "estimate": 0.22475562328587842,
            "se": 0.39348778619066754,
            "pvalue": 0.5692351456682262,
            "lower": -0.5565236002838861,
            "upper": 1.006034846855643
          },
          {
            "event_time": -14,
            "estimate": 0.5021469409236418,
            "se": 0.4081728868555072,
            "pvalue": 0.22168050209715076,
            "lower": -0.3082898942623328,
            "upper": 1.3125837761096162
          },
          {
            "event_time": -13,
            "estimate": -0.14916385377402452,
            "se": 0.10096211056425258,
            "pvalue": 0.142904705213776,
            "lower": -0.3496264910396759,
            "upper": 0.051298783491626865
          },
          {
            "event_time": -12,
            "estimate": -0.08968401402689263,
            "se": 0.1082116634073812,
            "pvalue": 0.4093265800911707,
            "lower": -0.3045408084056266,
            "upper": 0.12517278035184132
          },
          {
            "event_time": -11,
            "estimate": -0.29451724345374236,
            "se": 0.1393208037998083,
            "pvalue": 0.03716701211903886,
            "lower": -0.5711419653379596,
            "upper": -0.017892521569525144
          },
          {
            "event_time": -10,
            "estimate": -0.17562067755665403,
            "se": 0.13988449465658204,
            "pvalue": 0.21242042091917665,
            "lower": -0.4533646208509614,
            "upper": 0.10212326573765332
          },
          {
            "event_time": -9,
            "estimate": 0.3836008893524665,
            "se": 0.18345742334599904,
            "pvalue": 0.03923019209312184,
            "lower": 0.019341874714539853,
            "upper": 0.7478599039903931
          },
          {
            "event_time": -8,
            "estimate": 0.08674950649224981,
            "se": 0.11299211975109957,
            "pvalue": 0.44456104806515545,
            "lower": -0.1375989960197569,
            "upper": 0.3110980090042565
          },
          {
            "event_time": -7,
            "estimate": 0.08559898201487211,
            "se": 0.08451604234294924,
            "pvalue": 0.31374921114887433,
            "lower": -0.0822096012708441,
            "upper": 0.25340756530058833
          },
          {
            "event_time": -6,
            "estimate": -0.07917467260003251,
            "se": 0.07552732419922227,
            "pvalue": 0.29719208145020726,
            "lower": -0.22913594529904718,
            "upper": 0.07078660009898215
          },
          {
            "event_time": -5,
            "estimate": -0.017649708311008136,
            "se": 0.07170730230809369,
            "pvalue": 0.8061140562363824,
            "lower": -0.16002623799674337,
            "upper": 0.12472682137472711
          },
          {
            "event_time": -4,
            "estimate": -0.030497193506317254,
            "se": 0.06705278168969465,
            "pvalue": 0.6502847586278723,
            "lower": -0.16363206339356978,
            "upper": 0.10263767638093528
          },
          {
            "event_time": -3,
            "estimate": 0.03626699918902548,
            "se": 0.05336258283157854,
            "pvalue": 0.49840680059101644,
            "lower": -0.0696856599416221,
            "upper": 0.14221965831967304
          },
          {
            "event_time": -2,
            "estimate": -0.00941997409993435,
            "se": 0.07665371624358229,
            "pvalue": 0.9024565816726613,
            "lower": -0.16161772460775786,
            "upper": 0.14277777640788913
          },
          {
            "event_time": -1,
            "estimate": -0.038267874499199835,
            "se": 0.07186452207538958,
            "pvalue": 0.5956361049639736,
            "lower": -0.1809565677184259,
            "upper": 0.10442081872002623
          },
          {
            "event_time": 0,
            "estimate": -0.0651547724363314,
            "se": 0.09854677051552196,
            "pvalue": 0.510129656470936,
            "lower": -0.26082169541514894,
            "upper": 0.1305121505424861
          },
          {
            "event_time": 1,
            "estimate": -0.009263486107509563,
            "se": 0.09701839954571685,
            "pvalue": 0.9241354460623239,
            "lower": -0.20189579269791066,
            "upper": 0.18336882048289152
          },
          {
            "event_time": 2,
            "estimate": -0.09645620999610637,
            "se": 0.11060066408294053,
            "pvalue": 0.3853692276628833,
            "lower": -0.3160564212187985,
            "upper": 0.1231440012265858
          },
          {
            "event_time": 3,
            "estimate": -0.18328434836039187,
            "se": 0.11616635820788926,
            "pvalue": 0.11797688575071548,
            "lower": -0.413935375738429,
            "upper": 0.047366679017645213
          },
          {
            "event_time": 4,
            "estimate": -0.2669467516004464,
            "se": 0.12204760086898238,
            "pvalue": 0.03120615006992386,
            "lower": -0.5092751241493898,
            "upper": -0.024618379051502992
          },
          {
            "event_time": 5,
            "estimate": -0.35746174948494175,
            "se": 0.14449979033964616,
            "pvalue": 0.01516341059651949,
            "lower": -0.6443694705491186,
            "upper": -0.07055402842076486
          },
          {
            "event_time": 6,
            "estimate": -0.2566740514894069,
            "se": 0.14544597917986413,
            "pvalue": 0.08085587896585388,
            "lower": -0.5454604526762692,
            "upper": 0.0321123496974553
          },
          {
            "event_time": 7,
            "estimate": -0.2691741126190284,
            "se": 0.14187661715597583,
            "pvalue": 0.060865760053310354,
            "lower": -0.550873461834952,
            "upper": 0.012525236596895195
          },
          {
            "event_time": 8,
            "estimate": -0.4553757078561609,
            "se": 0.14162756239029872,
            "pvalue": 0.0017867763338504981,
            "lower": -0.7365805529965239,
            "upper": -0.1741708627157978
          },
          {
            "event_time": 9,
            "estimate": -0.45769725766085184,
            "se": 0.17016830111426584,
            "pvalue": 0.00846325314872071,
            "lower": -0.7955704085858416,
            "upper": -0.11982410673586208
          },
          {
            "event_time": 10,
            "estimate": -0.25327666343368305,
            "se": 0.16119023458958617,
            "pvalue": 0.11947532170275602,
            "lower": -0.5733236528112835,
            "upper": 0.06677032594391741
          },
          {
            "event_time": 11,
            "estimate": -0.5560310426835313,
            "se": 0.16206091053335164,
            "pvalue": 0.0008951906151398839,
            "lower": -0.8778067795577474,
            "upper": -0.2342553058093152
          },
          {
            "event_time": 12,
            "estimate": -0.43624780275224284,
            "se": 0.20276623857252857,
            "pvalue": 0.03400134368631044,
            "lower": -0.8388449226571146,
            "upper": -0.033650682847370994
          },
          {
            "event_time": 13,
            "estimate": -0.4292280924792159,
            "se": 0.19811836288684634,
            "pvalue": 0.03279989111513086,
            "lower": -0.8225967462552839,
            "upper": -0.035859438703147895
          },
          {
            "event_time": 14,
            "estimate": -0.8319408063616606,
            "se": 0.21762507380090024,
            "pvalue": 0.00023700881260656123,
            "lower": -1.2640404919312977,
            "upper": -0.39984112079202344
          },
          {
            "event_time": 15,
            "estimate": -0.3194321744954666,
            "se": 0.11666699621494722,
            "pvalue": 0.00739428208716801,
            "lower": -0.5510772303724067,
            "upper": -0.08778711861852656
          }
        ],
        "Sun\u2013Abraham": [
          {
            "event_time": -18,
            "estimate": 0.235445756202801,
            "se": 0.28394136656158775,
            "pvalue": 0.4090888225399113,
            "lower": -0.3283264832208697,
            "upper": 0.7992179956264718
          },
          {
            "event_time": -17,
            "estimate": 0.24567620200837534,
            "se": 0.48447242184870126,
            "pvalue": 0.6132719057937259,
            "lower": -0.7162551485101072,
            "upper": 1.207607552526858
          },
          {
            "event_time": -16,
            "estimate": -0.5242362883330532,
            "se": 0.5473192407675235,
            "pvalue": 0.3406078548661441,
            "lower": -1.610951471061603,
            "upper": 0.5624788943954965
          },
          {
            "event_time": -15,
            "estimate": 0.07839481412726593,
            "se": 0.5894559921377958,
            "pvalue": 0.8944814762769017,
            "lower": -1.091983876211064,
            "upper": 1.2487735044655959
          },
          {
            "event_time": -14,
            "estimate": 0.8301944874432321,
            "se": 0.3231417206085566,
            "pvalue": 0.01176876693640825,
            "lower": 0.1885890261298343,
            "upper": 1.47179994875663
          },
          {
            "event_time": -13,
            "estimate": 0.07280917237998918,
            "se": 0.15920787248355064,
            "pvalue": 0.6484952419531166,
            "lower": -0.2433017905658097,
            "upper": 0.38892013532578806
          },
          {
            "event_time": -12,
            "estimate": 0.08294304753075832,
            "se": 0.18711697353951104,
            "pvalue": 0.6585901136384362,
            "lower": -0.28858208980307387,
            "upper": 0.4544681848645905
          },
          {
            "event_time": -11,
            "estimate": -0.16404766768195725,
            "se": 0.22136815463160042,
            "pvalue": 0.4605027571790482,
            "lower": -0.6035793279857511,
            "upper": 0.27548399262183665
          },
          {
            "event_time": -10,
            "estimate": -0.136318515972092,
            "se": 0.16240869209527622,
            "pvalue": 0.40339984696309955,
            "lower": -0.45878478129015837,
            "upper": 0.1861477493459744
          },
          {
            "event_time": -9,
            "estimate": 0.49715654819876703,
            "se": 0.1636493748412681,
            "pvalue": 0.0030836622337646093,
            "lower": 0.1722268782046144,
            "upper": 0.8220862181929196
          },
          {
            "event_time": -8,
            "estimate": 0.22760777704150628,
            "se": 0.14505514061463573,
            "pvalue": 0.11998206878573409,
            "lower": -0.06040260501210945,
            "upper": 0.515618159095122
          },
          {
            "event_time": -7,
            "estimate": 0.15933320270769807,
            "se": 0.1613867070487941,
            "pvalue": 0.32604189851803456,
            "lower": -0.1611038873433409,
            "upper": 0.47977029275873706
          },
          {
            "event_time": -6,
            "estimate": -0.04798340035186452,
            "se": 0.14026953305385406,
            "pvalue": 0.7330543370298437,
            "lower": -0.3264918464099742,
            "upper": 0.23052504570624519
          },
          {
            "event_time": -5,
            "estimate": -0.02386452700252476,
            "se": 0.126944624360182,
            "pvalue": 0.8512884399001893,
            "lower": -0.2759160544886165,
            "upper": 0.22818700048356697
          },
          {
            "event_time": -4,
            "estimate": 0.015963891479371495,
            "se": 0.11045366704235537,
            "pvalue": 0.8853912321793084,
            "lower": -0.20334445367335383,
            "upper": 0.23527223663209682
          },
          {
            "event_time": -3,
            "estimate": 0.06935234915252693,
            "se": 0.11528147935217554,
            "pvalue": 0.5488943084659847,
            "lower": -0.1595417305142785,
            "upper": 0.29824642881933233
          },
          {
            "event_time": -2,
            "estimate": 0.002973242422557476,
            "se": 0.12786191766435143,
            "pvalue": 0.9814973217057505,
            "lower": -0.2508995924220299,
            "upper": 0.25684607726714487
          },
          {
            "event_time": 0,
            "estimate": -0.0022107004712262346,
            "se": 0.07733761116773462,
            "pvalue": 0.9772561268004716,
            "lower": -0.15576634038272777,
            "upper": 0.1513449394402753
          },
          {
            "event_time": 1,
            "estimate": 0.02112916025844301,
            "se": 0.10791479193371929,
            "pvalue": 0.8451933777593909,
            "lower": -0.19313818885011375,
            "upper": 0.23539650936699974
          },
          {
            "event_time": 2,
            "estimate": -0.12521437748258962,
            "se": 0.12619928306379416,
            "pvalue": 0.3236493228492572,
            "lower": -0.375786012352512,
            "upper": 0.12535725738733278
          },
          {
            "event_time": 3,
            "estimate": -0.21442953741312182,
            "se": 0.11521321950229778,
            "pvalue": 0.06584780008725721,
            "lower": -0.4431880855478566,
            "upper": 0.014329010721612995
          },
          {
            "event_time": 4,
            "estimate": -0.2587251020129406,
            "se": 0.13320282737235387,
            "pvalue": 0.05508924008774788,
            "lower": -0.5232024382836598,
            "upper": 0.0057522342577785435
          },
          {
            "event_time": 5,
            "estimate": -0.34332165280267846,
            "se": 0.15082580925444314,
            "pvalue": 0.025098962642920577,
            "lower": -0.6427898327158763,
            "upper": -0.04385347288948066
          },
          {
            "event_time": 6,
            "estimate": -0.2610252307722876,
            "se": 0.16308552432583312,
            "pvalue": 0.11283407120247824,
            "lower": -0.5848353623503355,
            "upper": 0.06278490080576032
          },
          {
            "event_time": 7,
            "estimate": -0.31591639315573733,
            "se": 0.17150586565605086,
            "pvalue": 0.06862579990287403,
            "lower": -0.6564453098334508,
            "upper": 0.024612523521976126
          },
          {
            "event_time": 8,
            "estimate": -0.4824850667026028,
            "se": 0.17308052342965308,
            "pvalue": 0.006425162437213698,
            "lower": -0.8261405033027209,
            "upper": -0.13882963010248467
          },
          {
            "event_time": 9,
            "estimate": -0.4686906989618891,
            "se": 0.18742309940200097,
            "pvalue": 0.014125618080694777,
            "lower": -0.8408236563718567,
            "upper": -0.09655774155192148
          },
          {
            "event_time": 10,
            "estimate": -0.2426274707721184,
            "se": 0.17098188454392355,
            "pvalue": 0.15919930581207883,
            "lower": -0.5821160106686077,
            "upper": 0.09686106912437095
          },
          {
            "event_time": 11,
            "estimate": -0.5303644965435412,
            "se": 0.19924477394612689,
            "pvalue": 0.009140282825063909,
            "lower": -0.9259696658829886,
            "upper": -0.13475932720409395
          },
          {
            "event_time": 12,
            "estimate": -0.4475559329728123,
            "se": 0.2026514934975667,
            "pvalue": 0.029640402389484632,
            "lower": -0.8499252238415087,
            "upper": -0.04518664210411599
          },
          {
            "event_time": 13,
            "estimate": -0.4455818600193692,
            "se": 0.2131574588657895,
            "pvalue": 0.03928209222655941,
            "lower": -0.8688109914061106,
            "upper": -0.022352728632627827
          },
          {
            "event_time": 14,
            "estimate": -0.8041098182830487,
            "se": 0.22999905145664334,
            "pvalue": 0.0007223673894667768,
            "lower": -1.2607783265572974,
            "upper": -0.3474413100088001
          },
          {
            "event_time": 15,
            "estimate": -0.08016327055938682,
            "se": 0.1408765940899807,
            "pvalue": 0.5706916700247343,
            "lower": -0.3598770505353698,
            "upper": 0.19955050941659613
          }
        ]
      },
      "target": {
        "event_times": [
          0.0,
          1.0,
          2.0,
          3.0,
          4.0,
          5.0,
          6.0,
          7.0,
          8.0,
          9.0,
          10.0,
          11.0,
          12.0,
          13.0,
          14.0,
          15.0
        ],
        "weights": [
          0.07713454075032342,
          0.07594792558715814,
          0.07593426015341727,
          0.07341526520051747,
          0.07256573073629358,
          0.07417825191771586,
          0.0747840861468943,
          0.0673250368966711,
          0.065589526811581,
          0.06308875243700235,
          0.06194541114734982,
          0.06026911794180347,
          0.0623234881475138,
          0.06458511743162727,
          0.028911502651094146,
          0.002001986043037006
        ],
        "weighting": "observations"
      },
      "checks": {
        "did2s_vs_direct_imputation_max_post_difference": 2.220446049250313e-16,
        "package_aggregate_vs_estimable_cell_weights": null,
        "saturated_vs_deviations_relative_rss_difference": 1.9630764190545936e-16
      },
      "inference": {
        "standard_errors": "Cluster-robust; did2s uses two-stage covariance",
        "confidence_intervals": "Pointwise t, clusters minus one degrees of freedom"
      },
      "f_test": {
        "F": 1.0056498845314124,
        "df_num": 97,
        "df_den": 1640,
        "pvalue": 0.4673589737110796,
        "log10_pvalue": -0.33034941405099516,
        "inference": "Homoskedastic nested-model F",
        "observations": 1995,
        "design_columns": 240,
        "restricted_design_columns": 143,
        "fixed_effect_rank": 115,
        "covariance_rank": 97,
        "rss_unrestricted": 296512.45539131836,
        "rss_restricted": 314149.167893185,
        "test_horizon": null,
        "reference_cohort": 6,
        "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.-18.0]",
            "C(rel_time, contr.treatment(base=-1.0))[T.-17.0]",
            "C(rel_time, contr.treatment(base=-1.0))[T.-16.0]",
            "C(rel_time, contr.treatment(base=-1.0))[T.-15.0]",
            "C(rel_time, contr.treatment(base=-1.0))[T.-14.0]",
            "C(rel_time, contr.treatment(base=-1.0))[T.-13.0]"
          ],
          "data": [
            [
              -0.5841190338384384,
              0.02776533785994124,
              0.028608070354746502,
              -0.13300942359730378,
              -1.1866828965780127,
              -0.552889732298014
            ],
            [
              0.026724113499319517,
              -0.5550720120428483,
              0.02717068207636626,
              0.03271245389698069,
              -0.0790617509835278,
              -1.2692866856325156
            ],
            [
              0.027779228336378692,
              0.027482978012727498,
              -0.5723498313125769,
              0.03412507749545678,
              0.09490829149290754,
              -0.038820391855599615
            ],
            [
              0.027149611843220962,
              0.02687111293650873,
              0.02777699557687745,
              -0.5499602208990543,
              0.08938806771133301,
              0.13025301922363533
            ],
            [
              0.025912614715982475,
              0.025649963350656498,
              0.026452387780329233,
              0.032281877765658856,
              -0.4683881777354519,
              0.13164146726988665
            ]
          ]
        },
        "formula": "y~i(rel_time,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_19,ref=-1.0)|unit_fe+time_fe",
        "restriction_names": [
          "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_7",
          "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_7",
          "C(rel_time, contr.treatment(base=-1.0))[T.3.0]:cohort_dummy_7",
          "C(rel_time, contr.treatment(base=-1.0))[T.4.0]:cohort_dummy_7",
          "C(rel_time, contr.treatment(base=-1.0))[T.5.0]:cohort_dummy_7",
          "C(rel_time, contr.treatment(base=-1.0))[T.6.0]:cohort_dummy_7",
          "C(rel_time, contr.treatment(base=-1.0))[T.7.0]:cohort_dummy_7",
          "C(rel_time, contr.treatment(base=-1.0))[T.8.0]:cohort_dummy_7",
          "C(rel_time, contr.treatment(base=-1.0))[T.9.0]:cohort_dummy_7",
          "C(rel_time, contr.treatment(base=-1.0))[T.10.0]:cohort_dummy_7",
          "C(rel_time, contr.treatment(base=-1.0))[T.11.0]:cohort_dummy_7",
          "C(rel_time, contr.treatment(base=-1.0))[T.12.0]:cohort_dummy_7",
          "C(rel_time, contr.treatment(base=-1.0))[T.13.0]:cohort_dummy_7",
          "C(rel_time, contr.treatment(base=-1.0))[T.14.0]:cohort_dummy_7",
          "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_8",
          "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_8",
          "C(rel_time, contr.treatment(base=-1.0))[T.3.0]:cohort_dummy_8",
          "C(rel_time, contr.treatment(base=-1.0))[T.4.0]:cohort_dummy_8",
          "C(rel_time, contr.treatment(base=-1.0))[T.5.0]:cohort_dummy_8",
          "C(rel_time, contr.treatment(base=-1.0))[T.6.0]:cohort_dummy_8",
          "C(rel_time, contr.treatment(base=-1.0))[T.7.0]:cohort_dummy_8",
          "C(rel_time, contr.treatment(base=-1.0))[T.8.0]:cohort_dummy_8",
          "C(rel_time, contr.treatment(base=-1.0))[T.9.0]:cohort_dummy_8",
          "C(rel_time, contr.treatment(base=-1.0))[T.10.0]:cohort_dummy_8",
          "C(rel_time, contr.treatment(base=-1.0))[T.11.0]:cohort_dummy_8",
          "C(rel_time, contr.treatment(base=-1.0))[T.12.0]:cohort_dummy_8",
          "C(rel_time, contr.treatment(base=-1.0))[T.13.0]:cohort_dummy_8",
          "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_9",
          "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_9",
          "C(rel_time, contr.treatment(base=-1.0))[T.3.0]:cohort_dummy_9",
          "C(rel_time, contr.treatment(base=-1.0))[T.4.0]:cohort_dummy_9",
          "C(rel_time, contr.treatment(base=-1.0))[T.5.0]:cohort_dummy_9",
          "C(rel_time, contr.treatment(base=-1.0))[T.6.0]:cohort_dummy_9",
          "C(rel_time, contr.treatment(base=-1.0))[T.7.0]:cohort_dummy_9",
          "C(rel_time, contr.treatment(base=-1.0))[T.8.0]:cohort_dummy_9",
          "C(rel_time, contr.treatment(base=-1.0))[T.9.0]:cohort_dummy_9",
          "C(rel_time, contr.treatment(base=-1.0))[T.10.0]:cohort_dummy_9",
          "C(rel_time, contr.treatment(base=-1.0))[T.11.0]:cohort_dummy_9",
          "C(rel_time, contr.treatment(base=-1.0))[T.12.0]:cohort_dummy_9",
          "C(rel_time, contr.treatment(base=-1.0))[T.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.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.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.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.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.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.1.0]:cohort_dummy_19",
          "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_19"
        ],
        "deviations": [
          {
            "event_time": -6.0,
            "cohort": 7,
            "estimate": -0.24348599426562537
          },
          {
            "event_time": -5.0,
            "cohort": 7,
            "estimate": -0.7319215594413764
          },
          {
            "event_time": -4.0,
            "cohort": 7,
            "estimate": -0.45761367893874677
          },
          {
            "event_time": -3.0,
            "cohort": 7,
            "estimate": -0.013169320799850143
          },
          {
            "event_time": -2.0,
            "cohort": 7,
            "estimate": 0.17062134484816643
          },
          {
            "event_time": 0.0,
            "cohort": 7,
            "estimate": 0.1345027635958709
          },
          {
            "event_time": 1.0,
            "cohort": 7,
            "estimate": -0.5861461399444943
          },
          {
            "event_time": 2.0,
            "cohort": 7,
            "estimate": -0.5773472363728658
          },
          {
            "event_time": 3.0,
            "cohort": 7,
            "estimate": -1.196570097372914
          },
          {
            "event_time": 4.0,
            "cohort": 7,
            "estimate": -0.04477307232838962
          },
          {
            "event_time": 5.0,
            "cohort": 7,
            "estimate": -0.7975799711953591
          },
          {
            "event_time": 6.0,
            "cohort": 7,
            "estimate": -1.2674067203543127
          },
          {
            "event_time": 7.0,
            "cohort": 7,
            "estimate": -1.4183316980879361
          },
          {
            "event_time": 8.0,
            "cohort": 7,
            "estimate": -0.8540941717457681
          },
          {
            "event_time": 9.0,
            "cohort": 7,
            "estimate": -1.1758981524457865
          },
          {
            "event_time": 10.0,
            "cohort": 7,
            "estimate": -0.7425694627957631
          },
          {
            "event_time": 11.0,
            "cohort": 7,
            "estimate": -0.909176942741367
          },
          {
            "event_time": 12.0,
            "cohort": 7,
            "estimate": -1.0202429173958512
          },
          {
            "event_time": 13.0,
            "cohort": 7,
            "estimate": -1.1278476315706472
          },
          {
            "event_time": 14.0,
            "cohort": 7,
            "estimate": -1.355145766913529
          },
          {
            "event_time": -7.0,
            "cohort": 8,
            "estimate": 0.42038066176919714
          },
          {
            "event_time": -6.0,
            "cohort": 8,
            "estimate": -0.07343086636451968
          },
          {
            "event_time": -5.0,
            "cohort": 8,
            "estimate": -0.8580750622350952
          },
          {
            "event_time": -4.0,
            "cohort": 8,
            "estimate": -0.04343200987958945
          },
          {
            "event_time": -3.0,
            "cohort": 8,
            "estimate": -0.40411211102352795
          },
          {
            "event_time": -2.0,
            "cohort": 8,
            "estimate": -0.07056223053597038
          },
          {
            "event_time": 0.0,
            "cohort": 8,
            "estimate": -0.24901402057453217
          },
          {
            "event_time": 1.0,
            "cohort": 8,
            "estimate": -0.7347930496292219
          },
          {
            "event_time": 2.0,
            "cohort": 8,
            "estimate": -0.6292674272767604
          },
          {
            "event_time": 3.0,
            "cohort": 8,
            "estimate": -1.1723397515137575
          },
          {
            "event_time": 4.0,
            "cohort": 8,
            "estimate": -0.2716380493361814
          },
          {
            "event_time": 5.0,
            "cohort": 8,
            "estimate": -0.6079772306955148
          },
          {
            "event_time": 6.0,
            "cohort": 8,
            "estimate": -0.7999517444801507
          },
          {
            "event_time": 7.0,
            "cohort": 8,
            "estimate": -1.2809455131997718
          },
          {
            "event_time": 8.0,
            "cohort": 8,
            "estimate": -0.5718477269247503
          },
          {
            "event_time": 9.0,
            "cohort": 8,
            "estimate": -0.6283826720363561
          },
          {
            "event_time": 10.0,
            "cohort": 8,
            "estimate": -0.02098248335890307
          },
          {
            "event_time": 11.0,
            "cohort": 8,
            "estimate": -0.4712020692221352
          },
          {
            "event_time": 12.0,
            "cohort": 8,
            "estimate": -0.14696167272768665
          },
          {
            "event_time": 13.0,
            "cohort": 8,
            "estimate": -0.3430601519554057
          },
          {
            "event_time": -8.0,
            "cohort": 9,
            "estimate": 0.7718098647067764
          },
          {
            "event_time": -7.0,
            "cohort": 9,
            "estimate": 0.34874639566887744
          },
          {
            "event_time": -6.0,
            "cohort": 9,
            "estimate": 0.41865070497719936
          },
          {
            "event_time": -5.0,
            "cohort": 9,
            "estimate": -0.7248361563988858
          },
          {
            "event_time": -4.0,
            "cohort": 9,
            "estimate": -0.45765510107828866
          },
          {
            "event_time": -3.0,
            "cohort": 9,
            "estimate": 0.09978450294671529
          },
          {
            "event_time": -2.0,
            "cohort": 9,
            "estimate": 0.617559114624941
          },
          {
            "event_time": 0.0,
            "cohort": 9,
            "estimate": -0.29369506789556743
          },
          {
            "event_time": 1.0,
            "cohort": 9,
            "estimate": -1.2693336342698875
          },
          {
            "event_time": 2.0,
            "cohort": 9,
            "estimate": -1.0764546701285858
          },
          {
            "event_time": 3.0,
            "cohort": 9,
            "estimate": -1.3796560237471653
          },
          {
            "event_time": 4.0,
            "cohort": 9,
            "estimate": -0.7500523183970542
          },
          {
            "event_time": 5.0,
            "cohort": 9,
            "estimate": 0.1341780681902314
          },
          {
            "event_time": 6.0,
            "cohort": 9,
            "estimate": -0.9362751425307645
          },
          {
            "event_time": 7.0,
            "cohort": 9,
            "estimate": -1.3861296983391849
          },
          {
            "event_time": 8.0,
            "cohort": 9,
            "estimate": -0.13100762081257178
          },
          {
            "event_time": 9.0,
            "cohort": 9,
            "estimate": -0.33027125373038135
          },
          {
            "event_time": 10.0,
            "cohort": 9,
            "estimate": -0.013424725029329121
          },
          {
            "event_time": 11.0,
            "cohort": 9,
            "estimate": -0.37531890098468496
          },
          {
            "event_time": 12.0,
            "cohort": 9,
            "estimate": -0.03735248542544989
          },
          {
            "event_time": -9.0,
            "cohort": 10,
            "estimate": 2.344869329638019
          },
          {
            "event_time": -8.0,
            "cohort": 10,
            "estimate": 1.4910103826203835
          },
          {
            "event_time": -7.0,
            "cohort": 10,
            "estimate": 1.5228789765753767
          },
          {
            "event_time": -6.0,
            "cohort": 10,
            "estimate": 0.5092061504186356
          },
          {
            "event_time": -5.0,
            "cohort": 10,
            "estimate": -0.1944808131269868
          },
          {
            "event_time": -4.0,
            "cohort": 10,
            "estimate": 0.4140480851410281
          },
          {
            "event_time": -3.0,
            "cohort": 10,
            "estimate": 0.8993546411580937
          },
          {
            "event_time": -2.0,
            "cohort": 10,
            "estimate": 0.557005719795208
          },
          {
            "event_time": 0.0,
            "cohort": 10,
            "estimate": -0.527597327616891
          },
          {
            "event_time": 1.0,
            "cohort": 10,
            "estimate": -1.036278229349412
          },
          {
            "event_time": 2.0,
            "cohort": 10,
            "estimate": -0.2698964192810756
          },
          {
            "event_time": 3.0,
            "cohort": 10,
            "estimate": -1.1407078091154759
          },
          {
            "event_time": 4.0,
            "cohort": 10,
            "estimate": 0.062327410685699886
          },
          {
            "event_time": 5.0,
            "cohort": 10,
            "estimate": 0.1961302501165062
          },
          {
            "event_time": 6.0,
            "cohort": 10,
            "estimate": -0.7882794983245556
          },
          {
            "event_time": 7.0,
            "cohort": 10,
            "estimate": -0.5963876920590382
          },
          {
            "event_time": 8.0,
            "cohort": 10,
            "estimate": -0.18946555374343182
          },
          {
            "event_time": 9.0,
            "cohort": 10,
            "estimate": -0.3722151797450113
          },
          {
            "event_time": 10.0,
            "cohort": 10,
            "estimate": -0.23026847331760106
          },
          {
            "event_time": 11.0,
            "cohort": 10,
            "estimate": -0.056543283280940826
          },
          {
            "event_time": -10.0,
            "cohort": 11,
            "estimate": 0.8422753804234869
          },
          {
            "event_time": -9.0,
            "cohort": 11,
            "estimate": 1.0691289224828862
          },
          {
            "event_time": -8.0,
            "cohort": 11,
            "estimate": 0.6238428643161473
          },
          {
            "event_time": -7.0,
            "cohort": 11,
            "estimate": -0.02048490111431145
          },
          {
            "event_time": -6.0,
            "cohort": 11,
            "estimate": -0.5956200268408456
          },
          {
            "event_time": -5.0,
            "cohort": 11,
            "estimate": -1.839969530634528
          },
          {
            "event_time": -4.0,
            "cohort": 11,
            "estimate": -1.2378583722345329
          },
          {
            "event_time": -3.0,
            "cohort": 11,
            "estimate": -0.6174169702931395
          },
          {
            "event_time": -2.0,
            "cohort": 11,
            "estimate": -0.22260218265666532
          },
          {
            "event_time": 0.0,
            "cohort": 11,
            "estimate": -0.17356959652654386
          },
          {
            "event_time": 1.0,
            "cohort": 11,
            "estimate": -0.5734037853955484
          },
          {
            "event_time": 2.0,
            "cohort": 11,
            "estimate": -0.795550428976106
          },
          {
            "event_time": 3.0,
            "cohort": 11,
            "estimate": -1.2106808921600363
          },
          {
            "event_time": 4.0,
            "cohort": 11,
            "estimate": 0.40495975032951664
          },
          {
            "event_time": 5.0,
            "cohort": 11,
            "estimate": -0.22088687747830396
          },
          {
            "event_time": 6.0,
            "cohort": 11,
            "estimate": -0.11188709964673674
          },
          {
            "event_time": 7.0,
            "cohort": 11,
            "estimate": -0.5733834814164617
          },
          {
            "event_time": 8.0,
            "cohort": 11,
            "estimate": -0.09098807279126031
          },
          {
            "event_time": 9.0,
            "cohort": 11,
            "estimate": -0.44285739801132185
          },
          {
            "event_time": 10.0,
            "cohort": 11,
            "estimate": 0.20337613015552053
          },
          {
            "event_time": -11.0,
            "cohort": 12,
            "estimate": 0.01976584679500837
          },
          {
            "event_time": -10.0,
            "cohort": 12,
            "estimate": 0.40983146712334834
          },
          {
            "event_time": -9.0,
            "cohort": 12,
            "estimate": 0.08076453998871685
          },
          {
            "event_time": -8.0,
            "cohort": 12,
            "estimate": 0.9741724744996838
          },
          {
            "event_time": -7.0,
            "cohort": 12,
            "estimate": -0.3278854282741134
          },
          {
            "event_time": -6.0,
            "cohort": 12,
            "estimate": -0.23019597510812273
          },
          {
            "event_time": -5.0,
            "cohort": 12,
            "estimate": -1.411090199691129
          },
          {
            "event_time": -4.0,
            "cohort": 12,
            "estimate": -0.6081843875924453
          },
          {
            "event_time": -3.0,
            "cohort": 12,
            "estimate": -0.3845362176683118
          },
          {
            "event_time": -2.0,
            "cohort": 12,
            "estimate": -0.3372768020377802
          },
          {
            "event_time": 0.0,
            "cohort": 12,
            "estimate": 0.2708618251805267
          },
          {
            "event_time": 1.0,
            "cohort": 12,
            "estimate": -0.4021758459845855
          },
          {
            "event_time": 2.0,
            "cohort": 12,
            "estimate": -0.24675395111675325
          },
          {
            "event_time": 3.0,
            "cohort": 12,
            "estimate": -0.5463924193185871
          },
          {
            "event_time": 4.0,
            "cohort": 12,
            "estimate": -0.5020212403439037
          },
          {
            "event_time": 5.0,
            "cohort": 12,
            "estimate": -0.42284394184243357
          },
          {
            "event_time": 6.0,
            "cohort": 12,
            "estimate": -0.6661031545479479
          },
          {
            "event_time": 7.0,
            "cohort": 12,
            "estimate": -1.3186247738733152
          },
          {
            "event_time": 8.0,
            "cohort": 12,
            "estimate": -0.27948643002020734
          },
          {
            "event_time": 9.0,
            "cohort": 12,
            "estimate": -0.08293177503140381
          },
          {
            "event_time": -12.0,
            "cohort": 13,
            "estimate": -0.11771920877944769
          },
          {
            "event_time": -11.0,
            "cohort": 13,
            "estimate": -0.31043192629408395
          },
          {
            "event_time": -10.0,
            "cohort": 13,
            "estimate": 0.37971085713971886
          },
          {
            "event_time": -9.0,
            "cohort": 13,
            "estimate": 1.3971704387700292
          },
          {
            "event_time": -8.0,
            "cohort": 13,
            "estimate": 0.5469132551104313
          },
          {
            "event_time": -7.0,
            "cohort": 13,
            "estimate": -0.08687370923173321
          },
          {
            "event_time": -6.0,
            "cohort": 13,
            "estimate": 0.2356297377217032
          },
          {
            "event_time": -5.0,
            "cohort": 13,
            "estimate": -0.7305844426752699
          },
          {
            "event_time": -4.0,
            "cohort": 13,
            "estimate": -0.2295107430018669
          },
          {
            "event_time": -3.0,
            "cohort": 13,
            "estimate": -0.5320164986591979
          },
          {
            "event_time": -2.0,
            "cohort": 13,
            "estimate": 0.006621536964710406
          },
          {
            "event_time": 0.0,
            "cohort": 13,
            "estimate": -0.36743092982457404
          },
          {
            "event_time": 1.0,
            "cohort": 13,
            "estimate": -0.6342458130745369
          },
          {
            "event_time": 2.0,
            "cohort": 13,
            "estimate": -0.9614852281570323
          },
          {
            "event_time": 3.0,
            "cohort": 13,
            "estimate": -1.1057866062599082
          },
          {
            "event_time": 4.0,
            "cohort": 13,
            "estimate": -0.2115582463992099
          },
          {
            "event_time": 5.0,
            "cohort": 13,
            "estimate": -0.8368393546701691
          },
          {
            "event_time": 6.0,
            "cohort": 13,
            "estimate": -0.8676484927245565
          },
          {
            "event_time": 7.0,
            "cohort": 13,
            "estimate": -0.9191048967377797
          },
          {
            "event_time": 8.0,
            "cohort": 13,
            "estimate": -0.34199670604721116
          },
          {
            "event_time": -13.0,
            "cohort": 14,
            "estimate": 0.2702087327598949
          },
          {
            "event_time": -12.0,
            "cohort": 14,
            "estimate": -0.2529097894095566
          },
          {
            "event_time": -11.0,
            "cohort": 14,
            "estimate": 0.26999312510725115
          },
          {
            "event_time": -10.0,
            "cohort": 14,
            "estimate": -0.23284575078453085
          },
          {
            "event_time": -9.0,
            "cohort": 14,
            "estimate": 0.768340363111069
          },
          {
            "event_time": -8.0,
            "cohort": 14,
            "estimate": 0.44125933136799356
          },
          {
            "event_time": -7.0,
            "cohort": 14,
            "estimate": 0.5432349948704835
          },
          {
            "event_time": -6.0,
            "cohort": 14,
            "estimate": 0.6924875978711256
          },
          {
            "event_time": -5.0,
            "cohort": 14,
            "estimate": -0.23217745407431778
          },
          {
            "event_time": -4.0,
            "cohort": 14,
            "estimate": -0.4182669327069576
          },
          {
            "event_time": -3.0,
            "cohort": 14,
            "estimate": -0.7435845165052847
          },
          {
            "event_time": -2.0,
            "cohort": 14,
            "estimate": 0.46163250827320024
          },
          {
            "event_time": 0.0,
            "cohort": 14,
            "estimate": 0.07019237857230372
          },
          {
            "event_time": 1.0,
            "cohort": 14,
            "estimate": -0.4061434406545019
          },
          {
            "event_time": 2.0,
            "cohort": 14,
            "estimate": -0.5771627061911313
          },
          {
            "event_time": 3.0,
            "cohort": 14,
            "estimate": -0.27491477951850884
          },
          {
            "event_time": 4.0,
            "cohort": 14,
            "estimate": 0.43951365282945554
          },
          {
            "event_time": 5.0,
            "cohort": 14,
            "estimate": -0.40875504370567073
          },
          {
            "event_time": 6.0,
            "cohort": 14,
            "estimate": -0.034699238563134616
          },
          {
            "event_time": 7.0,
            "cohort": 14,
            "estimate": -0.3974274066965504
          },
          {
            "event_time": -14.0,
            "cohort": 15,
            "estimate": 1.095362483289383
          },
          {
            "event_time": -13.0,
            "cohort": 15,
            "estimate": 1.0701080565754293
          },
          {
            "event_time": -12.0,
            "cohort": 15,
            "estimate": 0.31899952185956143
          },
          {
            "event_time": -11.0,
            "cohort": 15,
            "estimate": 0.920681353420651
          },
          {
            "event_time": -10.0,
            "cohort": 15,
            "estimate": 1.0618417947027088
          },
          {
            "event_time": -9.0,
            "cohort": 15,
            "estimate": 2.2331740099176067
          },
          {
            "event_time": -8.0,
            "cohort": 15,
            "estimate": 1.9637019366784925
          },
          {
            "event_time": -7.0,
            "cohort": 15,
            "estimate": 1.76939126902509
          },
          {
            "event_time": -6.0,
            "cohort": 15,
            "estimate": 0.691490114338903
          },
          {
            "event_time": -5.0,
            "cohort": 15,
            "estimate": -1.0133395828456677
          },
          {
            "event_time": -4.0,
            "cohort": 15,
            "estimate": 0.06626210250456796
          },
          {
            "event_time": -3.0,
            "cohort": 15,
            "estimate": 0.09878414990737347
          },
          {
            "event_time": -2.0,
            "cohort": 15,
            "estimate": 0.3041937381139125
          },
          {
            "event_time": 0.0,
            "cohort": 15,
            "estimate": 0.30198675921228146
          },
          {
            "event_time": 1.0,
            "cohort": 15,
            "estimate": -1.1464532007440305
          },
          {
            "event_time": 2.0,
            "cohort": 15,
            "estimate": -0.4559240482513208
          },
          {
            "event_time": 3.0,
            "cohort": 15,
            "estimate": -0.8597183606680694
          },
          {
            "event_time": 4.0,
            "cohort": 15,
            "estimate": -0.24708557009897048
          },
          {
            "event_time": 5.0,
            "cohort": 15,
            "estimate": 0.2168206004184863
          },
          {
            "event_time": 6.0,
            "cohort": 15,
            "estimate": -0.38286672780544784
          },
          {
            "event_time": -15.0,
            "cohort": 16,
            "estimate": -0.2596942505227122
          },
          {
            "event_time": -14.0,
            "cohort": 16,
            "estimate": -0.5895975413597327
          },
          {
            "event_time": -13.0,
            "cohort": 16,
            "estimate": 0.38348192292179795
          },
          {
            "event_time": -12.0,
            "cohort": 16,
            "estimate": -0.6726249084621425
          },
          {
            "event_time": -11.0,
            "cohort": 16,
            "estimate": 1.0497738426977887
          },
          {
            "event_time": -10.0,
            "cohort": 16,
            "estimate": 1.0716126474789638
          },
          {
            "event_time": -9.0,
            "cohort": 16,
            "estimate": 1.3463340440555123
          },
          {
            "event_time": -8.0,
            "cohort": 16,
            "estimate": 0.9100640521921219
          },
          {
            "event_time": -7.0,
            "cohort": 16,
            "estimate": -0.5983771646100812
          },
          {
            "event_time": -6.0,
            "cohort": 16,
            "estimate": -0.9109105176079727
          },
          {
            "event_time": -5.0,
            "cohort": 16,
            "estimate": -1.3821751110259337
          },
          {
            "event_time": -4.0,
            "cohort": 16,
            "estimate": -0.4808235526878684
          },
          {
            "event_time": -3.0,
            "cohort": 16,
            "estimate": -0.7356150321575898
          },
          {
            "event_time": -2.0,
            "cohort": 16,
            "estimate": -0.1195998590555172
          },
          {
            "event_time": 0.0,
            "cohort": 16,
            "estimate": -0.42525542568753966
          },
          {
            "event_time": 1.0,
            "cohort": 16,
            "estimate": 0.10245761965316327
          },
          {
            "event_time": 2.0,
            "cohort": 16,
            "estimate": -0.9852831316145713
          },
          {
            "event_time": 3.0,
            "cohort": 16,
            "estimate": -1.5734702816087327
          },
          {
            "event_time": 4.0,
            "cohort": 16,
            "estimate": 0.20787640528484613
          },
          {
            "event_time": 5.0,
            "cohort": 16,
            "estimate": -0.3840652700653093
          },
          {
            "event_time": -5.0,
            "cohort": 19,
            "estimate": -1.2264912428530854
          },
          {
            "event_time": -4.0,
            "cohort": 19,
            "estimate": -0.5492998194286417
          },
          {
            "event_time": -3.0,
            "cohort": 19,
            "estimate": -0.7981331344281115
          },
          {
            "event_time": -2.0,
            "cohort": 19,
            "estimate": 0.17512983800256315
          },
          {
            "event_time": 0.0,
            "cohort": 19,
            "estimate": 0.1455502157351598
          },
          {
            "event_time": 1.0,
            "cohort": 19,
            "estimate": -0.8628381219125179
          },
          {
            "event_time": 2.0,
            "cohort": 19,
            "estimate": 0.04730823971379117
          }
        ]
      }
    }
  },
  "code_sha256": {
    "replication_engine.py": "b42dd52795225c55faa7af833b12a94304ddde96f066412b80dea4620c4bcc24",
    "reference_f_test.py": "9cf8f31eeda89784ac1750ea22c35401ae46e24e06279acf938d2d103b78cccf",
    "sparse_did2s.py": "75169d7fbba6e1bad163e564ac9b5b1262a04033eda925dc379dc3eef64c59fa",
    "frequency.py": "8f922ae4be2b63ad9b89515d8e665cda4e11a354258b54ef3b820648243642eb",
    "sparse_models.py": "538c06b81a46a104838d662d6e6489d0d2daa7f680fd234049f28c97c87ef555"
  }
}
