{
  "schema": "did-replication-v2",
  "config": {
    "outcomes": [
      "y"
    ],
    "treatments": [
      "d"
    ],
    "unit": "unit",
    "time": "time",
    "cluster": "cluster",
    "covariates": [],
    "baseline_by_time": [
      "cntrd_lat",
      "dist_coast_km",
      "dist_niger_km",
      "dist_capital_km"
    ],
    "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": {
      "y": "",
      "d": ""
    },
    "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": "s22-p069",
    "study_id": 22,
    "study": "Corruption as a Local Advantage",
    "citation": "Rexer (2025), AER. https://doi.org/10.1257/aer.20220528",
    "description": "REXER-T4-C4",
    "source_specification_id": "REXER-T4-C4",
    "specification_id": "S22-P069",
    "data": "repl-archives/twfe-microdata-replication-private/outputs/expansion_nigerian_oil_2026_10_06/validation/native_inputs/REXER-T4-C4.csv",
    "output_dir": "analyses/full-archive/results/S22-P069"
  },
  "source": {
    "file": "REXER-T4-C4.csv",
    "bytes": 491878,
    "sha256": "e4f8dbc0109447554f227ea72ce25549a3a8d594dbaa8e8dc77e042046b84896"
  },
  "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": 3183,
        "source_sd": 3.1093497459604946,
        "rows": 2895,
        "units": 271,
        "clusters": 271,
        "treated_units": 56,
        "never_treated_units": 215,
        "treated_cohorts": 8,
        "latest_cohort_control_index": null,
        "unique_unit_period_cells": 2895,
        "unsupported_prediction_rows_removed": 0,
        "rows_without_never_control_time_fe_removed": 0,
        "initially_treated_units_removed": 38,
        "post_adoption_untreated_rows_removed": 0,
        "units_without_minus_one_removed": 0,
        "additional_rows_removed": 5
      },
      "estimates": [
        {
          "method": "Static TWFE",
          "estimate": 0.2615822418401665,
          "se": 0.17074781937748124,
          "pvalue": 0.12669819844525623,
          "lower": -0.07458419045235842,
          "upper": 0.5977486741326914
        },
        {
          "method": "Dynamic TWFE",
          "estimate": 0.47335673612636137,
          "se": 0.16852663112013638,
          "pvalue": 0.005335946886743646,
          "lower": 0.14156335489032418,
          "upper": 0.8051501173623985
        },
        {
          "method": "BJS / did2s",
          "estimate": 0.22654313015394537,
          "se": 0.14190017857184178,
          "pvalue": 0.11154771670579652,
          "lower": -0.052828383614618474,
          "upper": 0.5059146439225092
        },
        {
          "method": "Sun\u2013Abraham",
          "estimate": 0.3868750332009083,
          "se": 0.14566970373299135,
          "pvalue": 0.008381648712648558,
          "lower": 0.10008211967754521,
          "upper": 0.6736679467242714
        }
      ],
      "event_studies": {
        "Dynamic TWFE": [
          {
            "event_time": -10,
            "estimate": 0.17619545341899978,
            "se": 0.10917548429102061,
            "pvalue": 0.10772286270110437,
            "lower": -0.03874804150660077,
            "upper": 0.39113894834460033
          },
          {
            "event_time": -9,
            "estimate": 0.08884130465083347,
            "se": 0.16855141412067084,
            "pvalue": 0.5985657843413218,
            "lower": -0.24300086908458413,
            "upper": 0.42068347838625103
          },
          {
            "event_time": -8,
            "estimate": 0.07746600235988868,
            "se": 0.15656843274296828,
            "pvalue": 0.6211619643461848,
            "lower": -0.23078420919026363,
            "upper": 0.38571621391004096
          },
          {
            "event_time": -7,
            "estimate": 0.03620157278172885,
            "se": 0.12971990442841463,
            "pvalue": 0.7804009647358994,
            "lower": -0.21918955097032383,
            "upper": 0.29159269653378156
          },
          {
            "event_time": -6,
            "estimate": 0.07528892726298592,
            "se": 0.10049202206042931,
            "pvalue": 0.45438706689334774,
            "lower": -0.12255866255151401,
            "upper": 0.2731365170774859
          },
          {
            "event_time": -5,
            "estimate": 0.11565909746342955,
            "se": 0.08165367537563455,
            "pvalue": 0.15779378431405308,
            "lower": -0.04509976220853855,
            "upper": 0.27641795713539763
          },
          {
            "event_time": -4,
            "estimate": 0.12371684467294577,
            "se": 0.07583567983734538,
            "pvalue": 0.10397588478738715,
            "lower": -0.025587609254157873,
            "upper": 0.2730212986000494
          },
          {
            "event_time": -3,
            "estimate": 0.5289700457351941,
            "se": 0.13944934837906298,
            "pvalue": 0.00018351033751202298,
            "lower": 0.2544236995445532,
            "upper": 0.803516391925835
          },
          {
            "event_time": -2,
            "estimate": 0.32397833911989116,
            "se": 0.100226611998203,
            "pvalue": 0.001379673987792152,
            "lower": 0.12665328572218673,
            "upper": 0.5213033925175956
          },
          {
            "event_time": 0,
            "estimate": 0.2022894118416474,
            "se": 0.16057748918214185,
            "pvalue": 0.20884307199504698,
            "lower": -0.11385378601386381,
            "upper": 0.5184326096971585
          },
          {
            "event_time": 1,
            "estimate": 0.641590395538845,
            "se": 0.30145930643169716,
            "pvalue": 0.03421936862435149,
            "lower": 0.04808062250634826,
            "upper": 1.2351001685713419
          },
          {
            "event_time": 2,
            "estimate": 0.4955845265470973,
            "se": 0.18115406266036083,
            "pvalue": 0.006637181523625082,
            "lower": 0.13893039672070245,
            "upper": 0.852238656373492
          },
          {
            "event_time": 3,
            "estimate": 0.2895938919969025,
            "se": 0.14181219667243777,
            "pvalue": 0.04211375021434417,
            "lower": 0.010395596026005427,
            "upper": 0.5687921879677995
          },
          {
            "event_time": 4,
            "estimate": 0.5650931969329042,
            "se": 0.1935006630381437,
            "pvalue": 0.003791365142700641,
            "lower": 0.18413121582575565,
            "upper": 0.9460551780400527
          },
          {
            "event_time": 5,
            "estimate": 0.9525110610560763,
            "se": 0.34202189631786384,
            "pvalue": 0.005732645991466769,
            "lower": 0.279142106358529,
            "upper": 1.6258800157536237
          },
          {
            "event_time": 6,
            "estimate": 0.6544130942287916,
            "se": 0.7431169511652819,
            "pvalue": 0.37929984054558885,
            "lower": -0.8086274011643644,
            "upper": 2.1174535896219475
          },
          {
            "event_time": 7,
            "estimate": 0.5001096816439707,
            "se": 0.3734659599506518,
            "pvalue": 0.18166312902556184,
            "lower": -0.23516600033566748,
            "upper": 1.235385363623609
          }
        ],
        "BJS / did2s": [
          {
            "event_time": -10,
            "estimate": 0.03839010641742826,
            "se": 0.0364945907732222,
            "pvalue": 0.29376779080923937,
            "lower": -0.03346004325322565,
            "upper": 0.11024025608808216
          },
          {
            "event_time": -9,
            "estimate": 0.0538615265931588,
            "se": 0.048242929084086596,
            "pvalue": 0.265215861989623,
            "lower": -0.041118622568719836,
            "upper": 0.14884167575503743
          },
          {
            "event_time": -8,
            "estimate": 0.029288949665944405,
            "se": 0.04398987776545394,
            "pvalue": 0.5061002565884821,
            "lower": -0.05731783875051251,
            "upper": 0.11589573808240132
          },
          {
            "event_time": -7,
            "estimate": -0.03286191597558014,
            "se": 0.03580046236545373,
            "pvalue": 0.35948062755977345,
            "lower": -0.1033454732572762,
            "upper": 0.0376216413061159
          },
          {
            "event_time": -6,
            "estimate": -0.049377769986403156,
            "se": 0.03353958343856376,
            "pvalue": 0.14212514257597902,
            "lower": -0.11541013365714178,
            "upper": 0.016654593684335472
          },
          {
            "event_time": -5,
            "estimate": -0.057648583600080704,
            "se": 0.02941170088055706,
            "pvalue": 0.05101763062403641,
            "lower": -0.1155540174071946,
            "upper": 0.00025685020703319905
          },
          {
            "event_time": -4,
            "estimate": -0.07626807305565506,
            "se": 0.029083427375811047,
            "pvalue": 0.009227427616585394,
            "lower": -0.13352720559046594,
            "upper": -0.01900894052084416
          },
          {
            "event_time": -3,
            "estimate": 0.25998013670328957,
            "se": 0.09268898185661406,
            "pvalue": 0.005399529621492374,
            "lower": 0.0774950867789925,
            "upper": 0.4424651866275866
          },
          {
            "event_time": -2,
            "estimate": 0.08515748302262337,
            "se": 0.08741219221714021,
            "pvalue": 0.3308262505642081,
            "lower": -0.0869386813889488,
            "upper": 0.25725364743419554
          },
          {
            "event_time": -1,
            "estimate": -0.19941386155043378,
            "se": 0.042230799573346404,
            "pvalue": 3.7570423111255947e-06,
            "lower": -0.28255739613372133,
            "upper": -0.11627032696714625
          },
          {
            "event_time": 0,
            "estimate": -0.02401485916063881,
            "se": 0.18261358424826343,
            "pvalue": 0.8954726440062761,
            "lower": -0.3835424790664264,
            "upper": 0.33551276074514874
          },
          {
            "event_time": 1,
            "estimate": 0.5800033599020374,
            "se": 0.34027215030247737,
            "pvalue": 0.08943286406304429,
            "lower": -0.0899207140494187,
            "upper": 1.2499274338534936
          },
          {
            "event_time": 2,
            "estimate": 0.14894791752901979,
            "se": 0.17686311334449434,
            "pvalue": 0.40044096068987317,
            "lower": -0.19925823839104986,
            "upper": 0.49715407344908946
          },
          {
            "event_time": 3,
            "estimate": -0.040020453576031755,
            "se": 0.11113242654335212,
            "pvalue": 0.7190426706477044,
            "lower": -0.2588167549243862,
            "upper": 0.1787758477723227
          },
          {
            "event_time": 4,
            "estimate": 0.19342470127246963,
            "se": 0.1605363656111643,
            "pvalue": 0.22931030363636704,
            "lower": -0.12263753294796237,
            "upper": 0.5094869354929017
          },
          {
            "event_time": 5,
            "estimate": 0.6263064692670195,
            "se": 0.33198836803245324,
            "pvalue": 0.06029637347403728,
            "lower": -0.02730858509194789,
            "upper": 1.2799215236259869
          },
          {
            "event_time": 6,
            "estimate": 0.3590429321752469,
            "se": 0.7401094180195961,
            "pvalue": 0.6279835906107355,
            "lower": -1.0980763649778804,
            "upper": 1.8161622293283741
          },
          {
            "event_time": 7,
            "estimate": -0.1823859530396703,
            "se": 0.29372215517456046,
            "pvalue": 0.5351581904736823,
            "lower": -0.7606629076168452,
            "upper": 0.39589100153750456
          }
        ],
        "Sun\u2013Abraham": [
          {
            "event_time": -10,
            "estimate": 0.2938083226579198,
            "se": 0.22570568753539513,
            "pvalue": 0.194117531295066,
            "lower": -0.1505585571273209,
            "upper": 0.7381752024431605
          },
          {
            "event_time": -9,
            "estimate": 0.5081848759957531,
            "se": 0.14964019712786678,
            "pvalue": 0.0007865193041676092,
            "lower": 0.21357489866529383,
            "upper": 0.8027948533262124
          },
          {
            "event_time": -8,
            "estimate": 0.4882867221830594,
            "se": 0.146241213022629,
            "pvalue": 0.0009594721499120441,
            "lower": 0.2003686274443814,
            "upper": 0.7762048169217375
          },
          {
            "event_time": -7,
            "estimate": 0.3837761706758692,
            "se": 0.12728069658260902,
            "pvalue": 0.0028126335144017713,
            "lower": 0.13318733255261062,
            "upper": 0.6343650087991278
          },
          {
            "event_time": -6,
            "estimate": 0.27118136373740154,
            "se": 0.09996683436177739,
            "pvalue": 0.00710229249057604,
            "lower": 0.07436775769840992,
            "upper": 0.46799496977639315
          },
          {
            "event_time": -5,
            "estimate": 0.20048982433192464,
            "se": 0.08039729582364202,
            "pvalue": 0.01323934857308162,
            "lower": 0.042204510929176486,
            "upper": 0.3587751377346728
          },
          {
            "event_time": -4,
            "estimate": 0.1750102647066115,
            "se": 0.07164544941627579,
            "pvalue": 0.015218134300750329,
            "lower": 0.03395549043146562,
            "upper": 0.31606503898175736
          },
          {
            "event_time": -3,
            "estimate": 0.6412181693611645,
            "se": 0.14405419979258677,
            "pvalue": 1.250236260641951e-05,
            "lower": 0.35760584226039993,
            "upper": 0.924830496461929
          },
          {
            "event_time": -2,
            "estimate": 0.34729372824805693,
            "se": 0.07948285728698544,
            "pvalue": 1.7783162412559088e-05,
            "lower": 0.19080875139742046,
            "upper": 0.5037787050986934
          },
          {
            "event_time": 0,
            "estimate": 0.2170847746995009,
            "se": 0.1742034671492553,
            "pvalue": 0.21378711072815432,
            "lower": -0.12588509898941883,
            "upper": 0.5600546483884207
          },
          {
            "event_time": 1,
            "estimate": 0.793999411095967,
            "se": 0.3121351428526416,
            "pvalue": 0.01152426994011862,
            "lower": 0.17947116851901634,
            "upper": 1.4085276536729174
          },
          {
            "event_time": 2,
            "estimate": 0.24170920731054488,
            "se": 0.12401109329572632,
            "pvalue": 0.052319724358172295,
            "lower": -0.0024424717557458286,
            "upper": 0.48586088637683555
          },
          {
            "event_time": 3,
            "estimate": 0.018219044092920737,
            "se": 0.11258623906735359,
            "pvalue": 0.8715662618743685,
            "lower": -0.20343950739249295,
            "upper": 0.23987759557833443
          },
          {
            "event_time": 4,
            "estimate": 0.30873183852499525,
            "se": 0.1795757715345455,
            "pvalue": 0.08671880587428882,
            "lower": -0.04481496905963589,
            "upper": 0.6622786461096264
          },
          {
            "event_time": 5,
            "estimate": 0.76252656248354,
            "se": 0.3598557212345662,
            "pvalue": 0.03500529694507492,
            "lower": 0.05404656907267469,
            "upper": 1.4710065558944052
          },
          {
            "event_time": 6,
            "estimate": 0.34711692710833497,
            "se": 0.8466175618732922,
            "pvalue": 0.6821278440872833,
            "lower": -1.3196944343998938,
            "upper": 2.0139282886165635
          },
          {
            "event_time": 7,
            "estimate": -0.009598299965090613,
            "se": 0.2983721932433956,
            "pvalue": 0.9743611386712588,
            "lower": -0.5970301984432995,
            "upper": 0.5778335985131182
          }
        ]
      },
      "target": {
        "event_times": [
          0.0,
          1.0,
          2.0,
          3.0,
          4.0,
          5.0,
          6.0,
          7.0
        ],
        "weights": [
          0.25339366515837103,
          0.24434389140271492,
          0.14479638009049775,
          0.13574660633484162,
          0.13122171945701358,
          0.07239819004524888,
          0.013574660633484163,
          0.004524886877828055
        ],
        "weighting": "observations"
      },
      "checks": {
        "did2s_vs_direct_imputation_max_post_difference": 9.103090156670213e-10,
        "package_aggregate_vs_estimable_cell_weights": null,
        "saturated_vs_deviations_relative_rss_difference": 1.283822542157734e-15
      },
      "inference": {
        "standard_errors": "Cluster-robust; did2s uses two-stage covariance",
        "confidence_intervals": "Pointwise t, clusters minus one degrees of freedom"
      },
      "f_test": {
        "F": 4.774015880259912,
        "df_num": 21,
        "df_den": 2494,
        "pvalue": 4.967188280417718e-12,
        "log10_pvalue": -11.303889377835112,
        "inference": "Homoskedastic nested-model F",
        "observations": 2895,
        "design_columns": 120,
        "restricted_design_columns": 99,
        "fixed_effect_rank": 281,
        "covariance_rank": 21,
        "rss_unrestricted": 1239.7474540582355,
        "rss_restricted": 1289.583081442719,
        "test_horizon": null,
        "reference_cohort": 4,
        "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.-10.0]",
            "C(rel_time, contr.treatment(base=-1.0))[T.-9.0]",
            "C(rel_time, contr.treatment(base=-1.0))[T.-8.0]",
            "C(rel_time, contr.treatment(base=-1.0))[T.-7.0]",
            "C(rel_time, contr.treatment(base=-1.0))[T.-6.0]",
            "C(rel_time, contr.treatment(base=-1.0))[T.-5.0]"
          ],
          "data": [
            [
              -0.007102272727272724,
              -0.07741477272727278,
              0.0014204545454545336,
              0.005681818181818184,
              -0.029474431818181795,
              -0.02911931818181818
            ],
            [
              0.0007102272726244227,
              0.0007647330866539602,
              -0.07611103770263562,
              0.0017573995771377996,
              0.009536590468599053,
              -0.02499504492605062
            ],
            [
              0.0007102272726244227,
              0.008516671071150082,
              0.0014083421423255948,
              -0.07576198026782341,
              0.005660621476351029,
              0.013764644996430079
            ],
            [
              0.0007102272726244227,
              0.008516671071150082,
              0.009160280126821723,
              0.0017573995771377965,
              -0.07185875836861025,
              0.009888676004182025
            ],
            [
              0.0007102272717775185,
              0.008516671070929346,
              0.009160280126589766,
              0.009509337561393404,
              0.0057369952492610015,
              -0.06680332129765942
            ]
          ]
        },
        "formula": "y~i(rel_time,ref=-1.0)+i(rel_time,cohort_dummy_5,ref=-1.0)+i(rel_time,cohort_dummy_6,ref=-1.0)+i(rel_time,cohort_dummy_7,ref=-1.0)+i(rel_time,cohort_dummy_8,ref=-1.0)+i(rel_time,cohort_dummy_9,ref=-1.0)+i(rel_time,cohort_dummy_10,ref=-1.0)+i(rel_time,cohort_dummy_11,ref=-1.0)+x0+x1+x2+x3+x4+x5+x6+x7+x8+x9+x10+x11+x12+x13+x14+x15+x16+x17+x18+x19+x20+x21+x22+x23+x24+x25+x26+x27+x28+x29+x30+x31+x32+x33+x34+x35+x36+x37+x38+x39|unit_fe+time_fe",
        "restriction_names": [
          "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_5",
          "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_5",
          "C(rel_time, contr.treatment(base=-1.0))[T.3.0]:cohort_dummy_5",
          "C(rel_time, contr.treatment(base=-1.0))[T.4.0]:cohort_dummy_5",
          "C(rel_time, contr.treatment(base=-1.0))[T.5.0]:cohort_dummy_5",
          "C(rel_time, contr.treatment(base=-1.0))[T.6.0]:cohort_dummy_5",
          "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_6",
          "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_6",
          "C(rel_time, contr.treatment(base=-1.0))[T.3.0]:cohort_dummy_6",
          "C(rel_time, contr.treatment(base=-1.0))[T.4.0]:cohort_dummy_6",
          "C(rel_time, contr.treatment(base=-1.0))[T.5.0]:cohort_dummy_6",
          "C(rel_time, contr.treatment(base=-1.0))[T.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.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.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.1.0]:cohort_dummy_10"
        ],
        "deviations": [
          {
            "event_time": -4.0,
            "cohort": 5,
            "estimate": -0.057851186838485585
          },
          {
            "event_time": -3.0,
            "cohort": 5,
            "estimate": 0.2157591028774675
          },
          {
            "event_time": -2.0,
            "cohort": 5,
            "estimate": -0.02640671514112277
          },
          {
            "event_time": 0.0,
            "cohort": 5,
            "estimate": -0.02293021835684425
          },
          {
            "event_time": 1.0,
            "cohort": 5,
            "estimate": 0.12439117206157835
          },
          {
            "event_time": 2.0,
            "cohort": 5,
            "estimate": -0.18333632329528526
          },
          {
            "event_time": 3.0,
            "cohort": 5,
            "estimate": -0.7571006950481621
          },
          {
            "event_time": 4.0,
            "cohort": 5,
            "estimate": 0.3530867395824205
          },
          {
            "event_time": 5.0,
            "cohort": 5,
            "estimate": -0.6043379237516591
          },
          {
            "event_time": 6.0,
            "cohort": 5,
            "estimate": -0.7045732944401379
          },
          {
            "event_time": -5.0,
            "cohort": 6,
            "estimate": -0.19311877630804208
          },
          {
            "event_time": -4.0,
            "cohort": 6,
            "estimate": -0.1781786102930231
          },
          {
            "event_time": -3.0,
            "cohort": 6,
            "estimate": -0.1173146213890531
          },
          {
            "event_time": -2.0,
            "cohort": 6,
            "estimate": 0.4635216509816892
          },
          {
            "event_time": 0.0,
            "cohort": 6,
            "estimate": -0.06351411184455712
          },
          {
            "event_time": 1.0,
            "cohort": 6,
            "estimate": -0.008562777765573737
          },
          {
            "event_time": 2.0,
            "cohort": 6,
            "estimate": -0.32812771635355426
          },
          {
            "event_time": 3.0,
            "cohort": 6,
            "estimate": -0.3398685986750244
          },
          {
            "event_time": 4.0,
            "cohort": 6,
            "estimate": 0.018290952644671607
          },
          {
            "event_time": 5.0,
            "cohort": 6,
            "estimate": 0.3934294762234669
          },
          {
            "event_time": -6.0,
            "cohort": 7,
            "estimate": -0.2905029093689145
          },
          {
            "event_time": -5.0,
            "cohort": 7,
            "estimate": -0.1292831096678967
          },
          {
            "event_time": -4.0,
            "cohort": 7,
            "estimate": -0.3233550585194093
          },
          {
            "event_time": -3.0,
            "cohort": 7,
            "estimate": 0.4299678762135483
          },
          {
            "event_time": -2.0,
            "cohort": 7,
            "estimate": -0.2024369938891002
          },
          {
            "event_time": 0.0,
            "cohort": 7,
            "estimate": -0.02630243974829393
          },
          {
            "event_time": 1.0,
            "cohort": 7,
            "estimate": -0.23606768356740895
          },
          {
            "event_time": 2.0,
            "cohort": 7,
            "estimate": -0.036036674027259574
          },
          {
            "event_time": 3.0,
            "cohort": 7,
            "estimate": -0.22230671669596389
          },
          {
            "event_time": 4.0,
            "cohort": 7,
            "estimate": 0.16754368110244516
          },
          {
            "event_time": -7.0,
            "cohort": 8,
            "estimate": -0.20112316961262777
          },
          {
            "event_time": -6.0,
            "cohort": 8,
            "estimate": -0.1556221827078109
          },
          {
            "event_time": -5.0,
            "cohort": 8,
            "estimate": -0.27816101040404434
          },
          {
            "event_time": -4.0,
            "cohort": 8,
            "estimate": -0.3172612847597788
          },
          {
            "event_time": -3.0,
            "cohort": 8,
            "estimate": -0.1270480799385005
          },
          {
            "event_time": -2.0,
            "cohort": 8,
            "estimate": -0.020985852316680438
          },
          {
            "event_time": 0.0,
            "cohort": 8,
            "estimate": -0.9727986111825547
          },
          {
            "event_time": 1.0,
            "cohort": 8,
            "estimate": -0.6548695399386428
          },
          {
            "event_time": 2.0,
            "cohort": 8,
            "estimate": -0.6300710842842419
          },
          {
            "event_time": 3.0,
            "cohort": 8,
            "estimate": -1.3332883305808427
          },
          {
            "event_time": -8.0,
            "cohort": 9,
            "estimate": 0.06301123968177058
          },
          {
            "event_time": -7.0,
            "cohort": 9,
            "estimate": -0.08096075905536149
          },
          {
            "event_time": -6.0,
            "cohort": 9,
            "estimate": -0.22590234031198875
          },
          {
            "event_time": -5.0,
            "cohort": 9,
            "estimate": 0.17622314454708898
          },
          {
            "event_time": -4.0,
            "cohort": 9,
            "estimate": -0.03126589768044072
          },
          {
            "event_time": -3.0,
            "cohort": 9,
            "estimate": 0.09714235514336855
          },
          {
            "event_time": -2.0,
            "cohort": 9,
            "estimate": 2.891441922318978
          },
          {
            "event_time": 0.0,
            "cohort": 9,
            "estimate": -0.8070006381108666
          },
          {
            "event_time": 1.0,
            "cohort": 9,
            "estimate": -0.8734427766890034
          },
          {
            "event_time": 2.0,
            "cohort": 9,
            "estimate": 3.2748394207631435
          },
          {
            "event_time": -9.0,
            "cohort": 10,
            "estimate": 0.25134199181558486
          },
          {
            "event_time": -8.0,
            "cohort": 10,
            "estimate": 0.2796619880427051
          },
          {
            "event_time": -7.0,
            "cohort": 10,
            "estimate": 0.03153283115144542
          },
          {
            "event_time": -6.0,
            "cohort": 10,
            "estimate": 0.08113784901405938
          },
          {
            "event_time": -5.0,
            "cohort": 10,
            "estimate": 0.15461867065289367
          },
          {
            "event_time": -4.0,
            "cohort": 10,
            "estimate": 0.24991068818131196
          },
          {
            "event_time": -3.0,
            "cohort": 10,
            "estimate": 1.1655828751176167
          },
          {
            "event_time": -2.0,
            "cohort": 10,
            "estimate": 0.11014094685535143
          },
          {
            "event_time": 0.0,
            "cohort": 10,
            "estimate": 0.5763026762508953
          },
          {
            "event_time": 1.0,
            "cohort": 10,
            "estimate": 2.2246281065159823
          },
          {
            "event_time": -3.0,
            "cohort": 11,
            "estimate": 0.31325475130241875
          },
          {
            "event_time": -2.0,
            "cohort": 11,
            "estimate": 0.060203682774482126
          },
          {
            "event_time": 0.0,
            "cohort": 11,
            "estimate": 0.22477597653306958
          }
        ]
      }
    }
  },
  "code_sha256": {
    "replication_engine.py": "4d1c3ebb7851c82ad64d9ac8e54247610500cbb6d72e579ec3a30184da092d06",
    "reference_f_test.py": "9cf8f31eeda89784ac1750ea22c35401ae46e24e06279acf938d2d103b78cccf",
    "sparse_did2s.py": "75169d7fbba6e1bad163e564ac9b5b1262a04033eda925dc379dc3eef64c59fa",
    "frequency.py": "8f922ae4be2b63ad9b89515d8e665cda4e11a354258b54ef3b820648243642eb",
    "sparse_models.py": "7c15e11678a92a15a1449529a9d5f84b6508338c54cf3d6ce25067b0b5f700e0"
  }
}