{
  "paper": {
    "rank": 23,
    "paper_id": "aeraej-456",
    "title": "Reexamining the Impact of Family Planning Programs on US Fertility: Evidence from the War on Poverty and the Early Years of Title X",
    "authors": "Martha J. Bailey",
    "year": 2012,
    "journal": "American Economic Journal: Applied Economics",
    "doi": "10.1257/app.4.2.62",
    "package_bytes": 20971619,
    "source_specification": "Table 3 col",
    "selection_stratum": "binary_did",
    "calibration_twfe": "Dynamic TWFE"
  },
  "mapping": {
    "paper_id": "aeraej-456",
    "match": false,
    "outcome": "gfr_nonint",
    "treatment": "policy",
    "unit": "fips",
    "time": "year",
    "cluster": "fips",
    "weight": "pop1544_70",
    "time_fe": "state_year",
    "mutate": {
      "policy": "as.integer(fp_on1 + fp_on2 + fp_on3 + fp_on4 > 0)",
      "state_year": "interaction(stfips, year, drop = TRUE)"
    },
    "exclude_pattern": "^fp_on",
    "benchmark_term": "fp_on2",
    "event_target": true,
    "note": "The source headline is the binned 5\u20139-year effect. The template uses an unbinned treated-cell post average, preserving population weights, state-year effects, county effects and the full source control set."
  },
  "status": "estimated",
  "source_fit": {
    "formula": "list(linear = gfr_nonint ~ fp_on_2 + fp_on_1 + fp_on1 + fp_on2 +      fp_on3 + fp_on4 + R_tranpcret + R_tranpcmcare1 + R_tranpcpa1 +      D_pct59incge10k_t + D_pct59inclt3k_t + D_60pctnonwhit_t +      D_60pctrurf_t + D_60pcturban_t + D_60pctmt64years_t + D_60pctlt5years_t +      allprov, fixef = ~fips + year^stfips)",
    "coefficients": {
      "fp_on_2": -0.382161746421646,
      "fp_on_1": -0.511666565970908,
      "fp_on1": -0.4739154300746,
      "fp_on2": -1.21690723783793,
      "fp_on3": -0.865391232898629,
      "fp_on4": 0.231432447440003,
      "R_tranpcret": 0.00556923115228653,
      "R_tranpcmcare1": -0.000541169412662752,
      "R_tranpcpa1": -0.0102182120184367,
      "D_pct59incge10k_t": -0.00310686103304455,
      "D_pct59inclt3k_t": -0.0154696120230936,
      "D_60pctnonwhit_t": 0.00443803556385452,
      "D_60pctrurf_t": 0.0104490481581944,
      "D_60pcturban_t": 0.000278022547654753,
      "D_60pctmt64years_t": -0.0556298351007325,
      "D_60pctlt5years_t": -0.281895851876338,
      "allprov": 0.0400972499267178
    },
    "se": {
      "fp_on_2": 0.58015198156334,
      "fp_on_1": 0.308781847889649,
      "fp_on1": 0.464600333898002,
      "fp_on2": 0.582017711366754,
      "fp_on3": 0.667383515690714,
      "fp_on4": 0.724796233413914,
      "R_tranpcret": 0.00132478475572668,
      "R_tranpcmcare1": 0.00293622576131455,
      "R_tranpcpa1": 0.00292132218274362,
      "D_pct59incge10k_t": 0.00419288513055795,
      "D_pct59inclt3k_t": 0.00226768821334806,
      "D_60pctnonwhit_t": 0.0016963223094991,
      "D_60pctrurf_t": 0.00159845499983628,
      "D_60pcturban_t": 0.000769917932372809,
      "D_60pctmt64years_t": 0.0107711705890425,
      "D_60pctlt5years_t": 0.0194466828273312,
      "allprov": 0.0183004026982712
    },
    "n": 91110
  },
  "source_check": {
    "source_term": "fp_on2",
    "source_beta": -1.21690723783793,
    "template_source_sample_beta": -0.21728421390631417,
    "template_source_sample_n": 91110,
    "template_source_sample_se": 0.49537273309378843,
    "same_point_specification": false,
    "dropped_missing_identifiers": 0,
    "controls": {
      "x001": "R_tranpcret",
      "x002": "R_tranpcmcare1",
      "x003": "R_tranpcpa1",
      "x004": "D_pct59incge10k_t",
      "x005": "D_pct59inclt3k_t",
      "x006": "D_60pctnonwhit_t",
      "x007": "D_60pctrurf_t",
      "x008": "D_60pcturban_t",
      "x009": "D_60pctmt64years_t",
      "x010": "D_60pctlt5years_t",
      "x011": "allprov"
    },
    "absolute_coefficient_difference": 0.9996230239316158
  },
  "settings": {
    "slug": "aeraej-456",
    "specification_id": "aeraej-456-source",
    "source_specification_id": "Table 3 col",
    "study": "Reexamining the Impact of Family Planning Programs on US Fertility: Evidence from the War on Poverty and the Early Years of Title X",
    "citation": "Martha J. Bailey (2012). https://doi.org/10.1257/app.4.2.62",
    "description": "The source headline is the binned 5\u20139-year effect. The template uses an unbinned treated-cell post average, preserving population weights, state-year effects, county effects and the full source control set.",
    "data": "analyses/new-library/tranche100/aeraej-456/panel.parquet",
    "unit": "unit",
    "time": "time",
    "cluster": "cluster",
    "covariates": [
      "x001",
      "x002",
      "x003",
      "x004",
      "x005",
      "x006",
      "x007",
      "x008",
      "x009",
      "x010",
      "x011"
    ],
    "time_fe": "time_fe",
    "unit_fe": null,
    "allow_repeated_cells": false,
    "period_values": null,
    "period_step": 1,
    "weight": "weight",
    "latest_cohort_control": true,
    "reversal_policy": "drop_post_untreated",
    "test_mode": "classical",
    "post_weighting": "observations",
    "display_window": [
      -10,
      10
    ],
    "labels": {
      "y": "gfr_nonint",
      "d": "policy",
      "unit": "fips",
      "time": "year",
      "cluster": "fips",
      "x001": "R_tranpcret",
      "x002": "R_tranpcmcare1",
      "x003": "R_tranpcpa1",
      "x004": "D_pct59incge10k_t",
      "x005": "D_pct59inclt3k_t",
      "x006": "D_60pctnonwhit_t",
      "x007": "D_60pctrurf_t",
      "x008": "D_60pcturban_t",
      "x009": "D_60pctmt64years_t",
      "x010": "D_60pctlt5years_t",
      "x011": "allprov"
    }
  },
  "options": {
    "output_dir": "analyses/new-library/tranche100/aeraej-456/results",
    "timeout_seconds": 300,
    "isolate_matrix": true
  },
  "comparison": {
    "schema": "expensive-replication-v1",
    "config": {
      "outcomes": [
        "y"
      ],
      "treatments": [
        "d"
      ],
      "unit": "unit",
      "time": "time",
      "cluster": "cluster",
      "covariates": [
        "x001",
        "x002",
        "x003",
        "x004",
        "x005",
        "x006",
        "x007",
        "x008",
        "x009",
        "x010",
        "x011"
      ],
      "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": {
        "y": "gfr_nonint",
        "d": "policy",
        "unit": "fips",
        "time": "year",
        "cluster": "fips",
        "x001": "R_tranpcret",
        "x002": "R_tranpcmcare1",
        "x003": "R_tranpcpa1",
        "x004": "D_pct59incge10k_t",
        "x005": "D_pct59inclt3k_t",
        "x006": "D_60pctnonwhit_t",
        "x007": "D_60pctrurf_t",
        "x008": "D_60pcturban_t",
        "x009": "D_60pctmt64years_t",
        "x010": "D_60pctlt5years_t",
        "x011": "allprov"
      },
      "allow_repeated_cells": false,
      "time_fe": "time_fe",
      "unit_fe": null,
      "frequency_weights": false,
      "source_sd": null,
      "require_never_control_periods": false,
      "latest_cohort_control": true,
      "slug": "aeraej-456",
      "specification_id": "aeraej-456-source",
      "source_specification_id": "Table 3 col",
      "study": "Reexamining the Impact of Family Planning Programs on US Fertility: Evidence from the War on Poverty and the Early Years of Title X",
      "citation": "Martha J. Bailey (2012). https://doi.org/10.1257/app.4.2.62",
      "description": "The source headline is the binned 5\u20139-year effect. The template uses an unbinned treated-cell post average, preserving population weights, state-year effects, county effects and the full source control set.",
      "data": "analyses/new-library/tranche100/aeraej-456/panel.parquet",
      "output_dir": "analyses/new-library/tranche100/aeraej-456/results"
    },
    "options": {
      "output_dir": "analyses/new-library/tranche100/aeraej-456/results",
      "timeout_seconds": 300,
      "isolate_matrix": true
    },
    "source": {
      "file": "panel.parquet",
      "bytes": 4479174,
      "sha256": "9d9d2b0d3e027bdcf5d0e61376f7ca048e77a792796ee153271359a3e4adeb90"
    },
    "regressions": {
      "y__d": {
        "sample": {
          "outcome": "y",
          "treatment": "d",
          "source_rows": 91110,
          "source_sd": 25.810044960702687,
          "rows": 90990,
          "units": 3033,
          "clusters": 3033,
          "treated_units": 650,
          "never_treated_units": 2383,
          "treated_cohorts": 9,
          "latest_cohort_control_index": null,
          "unique_unit_period_cells": 90990,
          "unsupported_prediction_rows_removed": 57,
          "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": 120
        },
        "estimates": [
          {
            "method": "Static TWFE",
            "estimate": -0.008256374965433227,
            "se": 0.01919313755218029,
            "pvalue": 0.6671001683341284,
            "lower": -0.045889256141356125,
            "upper": 0.029376506210489668
          },
          {
            "method": "Dynamic TWFE",
            "estimate": -0.02246504504571735,
            "se": 0.022570543382834107,
            "pvalue": 0.31965723948665964,
            "lower": -0.06672016356883342,
            "upper": 0.021790073477398725
          },
          {
            "method": "BJS / did2s",
            "estimate": 0.08035019845703764,
            "se": 0.0685649117702806,
            "pvalue": 0.24133526503905514,
            "lower": -0.05408822623895437,
            "upper": 0.21478862315302966
          },
          {
            "method": "Sun\u2013Abraham",
            "estimate": -0.0374203382700076,
            "se": 0.023155315514695712,
            "pvalue": 0.10618575963063198,
            "lower": -0.08282204682268551,
            "upper": 0.00798137028267032
          }
        ],
        "event_studies": {
          "Dynamic TWFE": [
            {
              "event_time": -15,
              "estimate": 0.0683970478619535,
              "se": 0.10374530305220694,
              "pvalue": 0.5097670130835905,
              "lower": -0.13502121305080195,
              "upper": 0.27181530877470894
            },
            {
              "event_time": -14,
              "estimate": -0.036782099345702965,
              "se": 0.05495689178734101,
              "pvalue": 0.5033614492036286,
              "lower": -0.14453864372560382,
              "upper": 0.07097444503419789
            },
            {
              "event_time": -13,
              "estimate": -0.03697626673286659,
              "se": 0.041572771414185125,
              "pvalue": 0.37384004798173287,
              "lower": -0.11848994121836567,
              "upper": 0.04453740775263249
            },
            {
              "event_time": -12,
              "estimate": -0.0306795263479013,
              "se": 0.04046276393186143,
              "pvalue": 0.4483804457686691,
              "lower": -0.11001675732211383,
              "upper": 0.04865770462631122
            },
            {
              "event_time": -11,
              "estimate": -0.021428691687377613,
              "se": 0.031077277210003657,
              "pvalue": 0.4905430385407627,
              "lower": -0.08236336051553014,
              "upper": 0.039505977140774924
            },
            {
              "event_time": -10,
              "estimate": -0.0031379479398315016,
              "se": 0.032357384301711,
              "pvalue": 0.9227504340184499,
              "lower": -0.06658258252755346,
              "upper": 0.060306686647890455
            },
            {
              "event_time": -9,
              "estimate": -0.009210040860179179,
              "se": 0.029582133410965616,
              "pvalue": 0.7555651216707354,
              "lower": -0.06721311141383673,
              "upper": 0.048793029693478374
            },
            {
              "event_time": -8,
              "estimate": -0.022791060805425995,
              "se": 0.023261502139100432,
              "pvalue": 0.32727488602647464,
              "lower": -0.0684009744318096,
              "upper": 0.02281885282095762
            },
            {
              "event_time": -7,
              "estimate": -0.03384778496365681,
              "se": 0.022473232394394842,
              "pvalue": 0.13213597059753124,
              "lower": -0.07791210128702361,
              "upper": 0.010216531359709985
            },
            {
              "event_time": -6,
              "estimate": -0.03277679718903524,
              "se": 0.02052023212608334,
              "pvalue": 0.11030489784417088,
              "lower": -0.07301177467532571,
              "upper": 0.007458180297255222
            },
            {
              "event_time": -5,
              "estimate": -0.030425111894621583,
              "se": 0.017217704187780222,
              "pvalue": 0.07731491645703717,
              "lower": -0.0641846686142741,
              "upper": 0.0033344448250309314
            },
            {
              "event_time": -4,
              "estimate": -0.02498081051212869,
              "se": 0.015916071191357604,
              "pvalue": 0.11662797398060774,
              "lower": -0.05618819462551192,
              "upper": 0.006226573601254538
            },
            {
              "event_time": -3,
              "estimate": -0.018649516105689073,
              "se": 0.014094418397225382,
              "pvalue": 0.18587379831423256,
              "lower": -0.04628510050894214,
              "upper": 0.008986068297563994
            },
            {
              "event_time": -2,
              "estimate": -0.006592025597555924,
              "se": 0.007340275990384059,
              "pvalue": 0.3692236103700324,
              "lower": -0.020984447544910922,
              "upper": 0.007800396349799075
            },
            {
              "event_time": 0,
              "estimate": -0.0038917602492304455,
              "se": 0.013814192392167397,
              "pvalue": 0.7781760019882518,
              "lower": -0.030977892436967414,
              "upper": 0.02319437193850652
            },
            {
              "event_time": 1,
              "estimate": -0.008858363685791184,
              "se": 0.02008039254364986,
              "pvalue": 0.6591395206806245,
              "lower": -0.04823092716097034,
              "upper": 0.030514199789387977
            },
            {
              "event_time": 2,
              "estimate": -0.014092031705952721,
              "se": 0.022985937135728142,
              "pvalue": 0.539874794957945,
              "lower": -0.059161632160508196,
              "upper": 0.030977568748602757
            },
            {
              "event_time": 3,
              "estimate": -0.03045143543642274,
              "se": 0.020315412119459066,
              "pvalue": 0.13399519897271972,
              "lower": -0.07028481277001344,
              "upper": 0.00938194189716796
            },
            {
              "event_time": 4,
              "estimate": -0.04453118579573421,
              "se": 0.01867582280129138,
              "pvalue": 0.017166759815376277,
              "lower": -0.0811497437794314,
              "upper": -0.00791262781203702
            },
            {
              "event_time": 5,
              "estimate": -0.048506263180930695,
              "se": 0.021020688806717387,
              "pvalue": 0.021091284850631803,
              "lower": -0.08972250945377547,
              "upper": -0.007290016908085929
            },
            {
              "event_time": 6,
              "estimate": -0.0509935865210347,
              "se": 0.023747700650175705,
              "pvalue": 0.03184796687491794,
              "lower": -0.09755681227501925,
              "upper": -0.004430360767050161
            },
            {
              "event_time": 7,
              "estimate": -0.05272038094339733,
              "se": 0.024284299846912955,
              "pvalue": 0.030011103923296145,
              "lower": -0.10033574180322416,
              "upper": -0.0051050200835705065
            },
            {
              "event_time": 8,
              "estimate": -0.05705905026959335,
              "se": 0.02520765795531653,
              "pvalue": 0.02367157605619365,
              "lower": -0.1064848824961733,
              "upper": -0.0076332180430134025
            },
            {
              "event_time": 9,
              "estimate": -0.05647488292848577,
              "se": 0.025099623088626483,
              "pvalue": 0.02451852034996227,
              "lower": -0.10568888614639271,
              "upper": -0.007260879710578837
            },
            {
              "event_time": 10,
              "estimate": -0.050547323449248414,
              "se": 0.026084615354384184,
              "pvalue": 0.05273776486530601,
              "lower": -0.1016926470047336,
              "upper": 0.0005980001062367707
            },
            {
              "event_time": 11,
              "estimate": -0.0489684251020291,
              "se": 0.02640929200976174,
              "pvalue": 0.0638058834301358,
              "lower": -0.1007503573390913,
              "upper": 0.0028135071350330887
            },
            {
              "event_time": 12,
              "estimate": -0.035279175173067244,
              "se": 0.02751561322965567,
              "pvalue": 0.19988765140174627,
              "lower": -0.08923032309451037,
              "upper": 0.01867197274837589
            },
            {
              "event_time": 13,
              "estimate": -0.02281564599174016,
              "se": 0.02822658471225054,
              "pvalue": 0.41897932738237986,
              "lower": -0.07816082890361783,
              "upper": 0.032529536920137506
            },
            {
              "event_time": 14,
              "estimate": -0.0176928370214395,
              "se": 0.028265552075498152,
              "pvalue": 0.5313945119937973,
              "lower": -0.07311442506233007,
              "upper": 0.037728751019451064
            },
            {
              "event_time": 15,
              "estimate": -0.006212831189956452,
              "se": 0.02724824769883109,
              "pvalue": 0.8196550327051257,
              "lower": -0.05963974302833583,
              "upper": 0.04721408064842292
            },
            {
              "event_time": 16,
              "estimate": 0.0009100348121217117,
              "se": 0.028727702681390768,
              "pvalue": 0.9747309621161349,
              "lower": -0.055417713505568504,
              "upper": 0.05723778312981193
            },
            {
              "event_time": 17,
              "estimate": 0.015214940805378638,
              "se": 0.03026728821724727,
              "pvalue": 0.6152215918976346,
              "lower": -0.04413154477574954,
              "upper": 0.07456142638650683
            },
            {
              "event_time": 18,
              "estimate": 0.048122223783474395,
              "se": 0.03290891273861305,
              "pvalue": 0.14376664679534343,
              "lower": -0.01640381836852147,
              "upper": 0.11264826593547025
            },
            {
              "event_time": 19,
              "estimate": 0.03998185006453442,
              "se": 0.035360809019153866,
              "pvalue": 0.2582781539243265,
              "lower": -0.029351739635663024,
              "upper": 0.10931543976473186
            },
            {
              "event_time": 20,
              "estimate": 0.05070291819074198,
              "se": 0.04002123022041398,
              "pvalue": 0.20528816154632487,
              "lower": -0.027768577014480628,
              "upper": 0.12917441339596458
            },
            {
              "event_time": 21,
              "estimate": 0.0816144807970193,
              "se": 0.045424597665249894,
              "pvalue": 0.07248238406816718,
              "lower": -0.007451649310836028,
              "upper": 0.17068061090487463
            },
            {
              "event_time": 22,
              "estimate": 0.023445733842458773,
              "se": 0.05977518528368488,
              "pvalue": 0.6949144525809776,
              "lower": -0.09375826362454992,
              "upper": 0.14064973130946745
            }
          ],
          "BJS / did2s": [
            {
              "event_time": -15,
              "estimate": 0.08951931775495185,
              "se": 0.05963634171599617,
              "pvalue": 0.13343727107061248,
              "lower": -0.02741244264447655,
              "upper": 0.20645107815438024
            },
            {
              "event_time": -14,
              "estimate": 0.03514439468828412,
              "se": 0.02924799979132363,
              "pvalue": 0.22961241285823916,
              "lower": -0.022203524472294428,
              "upper": 0.09249231384886267
            },
            {
              "event_time": -13,
              "estimate": 0.0019025985516463947,
              "se": 0.019211177372822883,
              "pvalue": 0.9211162175276868,
              "lower": -0.03576565414312442,
              "upper": 0.03957085124641721
            },
            {
              "event_time": -12,
              "estimate": 0.0012409997109707079,
              "se": 0.01775343708548582,
              "pvalue": 0.9442763180053885,
              "lower": -0.03356899352155395,
              "upper": 0.03605099294349536
            },
            {
              "event_time": -11,
              "estimate": 0.0021766784912640147,
              "se": 0.011054340560061411,
              "pvalue": 0.8439134103415369,
              "lower": -0.019498083315865264,
              "upper": 0.02385144029839329
            },
            {
              "event_time": -10,
              "estimate": 0.020636959727986754,
              "se": 0.010102464499717877,
              "pvalue": 0.04116202692774192,
              "lower": 0.0008285857678535825,
              "upper": 0.04044533368811992
            },
            {
              "event_time": -9,
              "estimate": 0.008512231431275817,
              "se": 0.008701630020750249,
              "pvalue": 0.3280365861015236,
              "lower": -0.008549460942753885,
              "upper": 0.025573923805305522
            },
            {
              "event_time": -8,
              "estimate": -0.0014414556489563074,
              "se": 0.007010190470928219,
              "pvalue": 0.8370992972598119,
              "lower": -0.015186663502325757,
              "upper": 0.01230375220441314
            },
            {
              "event_time": -7,
              "estimate": -0.012766442108202736,
              "se": 0.007678095336415509,
              "pvalue": 0.09647395762317035,
              "lower": -0.027821242224503093,
              "upper": 0.0022883580080976205
            },
            {
              "event_time": -6,
              "estimate": -0.012141947165878937,
              "se": 0.007549952173213159,
              "pvalue": 0.10789218924237122,
              "lower": -0.02694549099741656,
              "upper": 0.002661596665658685
            },
            {
              "event_time": -5,
              "estimate": -0.011272852233364215,
              "se": 0.00727657126972328,
              "pvalue": 0.12143841074347574,
              "lower": -0.025540365359717196,
              "upper": 0.002994660892988764
            },
            {
              "event_time": -4,
              "estimate": -0.00822654071927409,
              "se": 0.0070443582122471406,
              "pvalue": 0.24297129905860743,
              "lower": -0.022038742858784034,
              "upper": 0.005585661420235855
            },
            {
              "event_time": -3,
              "estimate": 0.0013577153553199783,
              "se": 0.0066776076721585965,
              "pvalue": 0.8388957399394402,
              "lower": -0.011735381871882918,
              "upper": 0.014450812582522876
            },
            {
              "event_time": -2,
              "estimate": 0.007114402384420432,
              "se": 0.009993096627862089,
              "pvalue": 0.47656183753355014,
              "lower": -0.012479528881555894,
              "upper": 0.026708333650396758
            },
            {
              "event_time": -1,
              "estimate": 0.01198987730817713,
              "se": 0.008915912415467788,
              "pvalue": 0.17879917226846495,
              "lower": -0.005491968564808833,
              "upper": 0.029471723181163097
            },
            {
              "event_time": 0,
              "estimate": 0.010166455372039569,
              "se": 0.02071236247591568,
              "pvalue": 0.6235751598478497,
              "lower": -0.030445241064233484,
              "upper": 0.050778151808312626
            },
            {
              "event_time": 1,
              "estimate": -0.008823363650450885,
              "se": 0.02788816989002779,
              "pvalue": 0.7517330320314559,
              "lower": -0.06350500081540439,
              "upper": 0.04585827351450261
            },
            {
              "event_time": 2,
              "estimate": -0.006202382995477436,
              "se": 0.03088546475725419,
              "pvalue": 0.8408537056022858,
              "lower": -0.06676095618930451,
              "upper": 0.05435619019834964
            },
            {
              "event_time": 3,
              "estimate": 0.026935181029530002,
              "se": 0.054295063809762324,
              "pvalue": 0.6198676157014938,
              "lower": -0.07952368632537131,
              "upper": 0.1333940483844313
            },
            {
              "event_time": 4,
              "estimate": 0.011210642712218192,
              "se": 0.04211908464243347,
              "pvalue": 0.7901299322249705,
              "lower": -0.07137421363438151,
              "upper": 0.0937954990588179
            },
            {
              "event_time": 5,
              "estimate": 0.0184889536304324,
              "se": 0.051008698569820994,
              "pvalue": 0.71702858112364,
              "lower": -0.08152618391535565,
              "upper": 0.11850409117622046
            },
            {
              "event_time": 6,
              "estimate": 0.027101873298597503,
              "se": 0.060743968010204166,
              "pvalue": 0.6555094374670468,
              "lower": -0.09200166170537033,
              "upper": 0.14620540830256534
            },
            {
              "event_time": 7,
              "estimate": 0.034070820779353285,
              "se": 0.06679175722708447,
              "pvalue": 0.6100149124506745,
              "lower": -0.09689089699213346,
              "upper": 0.16503253855084002
            },
            {
              "event_time": 8,
              "estimate": 0.03427951913693668,
              "se": 0.0732586710104548,
              "pvalue": 0.6398722906519981,
              "lower": -0.10936217851396628,
              "upper": 0.17792121678783962
            },
            {
              "event_time": 9,
              "estimate": 0.04056705117417733,
              "se": 0.07312962106150815,
              "pvalue": 0.5791216124817119,
              "lower": -0.1028216122148044,
              "upper": 0.18395571456315907
            },
            {
              "event_time": 10,
              "estimate": 0.057353425093620784,
              "se": 0.07249337384706955,
              "pvalue": 0.42891599358431537,
              "lower": -0.08478771866734891,
              "upper": 0.1994945688545905
            },
            {
              "event_time": 11,
              "estimate": 0.06379840456017373,
              "se": 0.07079455244367477,
              "pvalue": 0.36756592726632403,
              "lower": -0.07501178073508082,
              "upper": 0.2026085898554283
            },
            {
              "event_time": 12,
              "estimate": 0.07822656229207078,
              "se": 0.06845470735943007,
              "pvalue": 0.2532329607127355,
              "lower": -0.05599577946868853,
              "upper": 0.2124489040528301
            },
            {
              "event_time": 13,
              "estimate": 0.10234611577412571,
              "se": 0.07528123735555885,
              "pvalue": 0.1740839410171077,
              "lower": -0.045261322169566146,
              "upper": 0.24995355371781758
            },
            {
              "event_time": 14,
              "estimate": 0.11020790561457396,
              "se": 0.07645488109531444,
              "pvalue": 0.14955341408553552,
              "lower": -0.03970075042235614,
              "upper": 0.26011656165150404
            },
            {
              "event_time": 15,
              "estimate": 0.1323447486886136,
              "se": 0.07372618222430094,
              "pvalue": 0.07273974986630449,
              "lower": -0.012213620033460021,
              "upper": 0.2769031174106872
            },
            {
              "event_time": 16,
              "estimate": 0.14507647898786902,
              "se": 0.07899251657294169,
              "pvalue": 0.06636900927354383,
              "lower": -0.009807837445268919,
              "upper": 0.29996079542100695
            },
            {
              "event_time": 17,
              "estimate": 0.18622774749640625,
              "se": 0.0834749255027905,
              "pvalue": 0.025757814665019054,
              "lower": 0.022554562532508815,
              "upper": 0.3499009324603037
            },
            {
              "event_time": 18,
              "estimate": 0.24434244735887803,
              "se": 0.10176632102951286,
              "pvalue": 0.01640954926509453,
              "lower": 0.04480446892244308,
              "upper": 0.44388042579531295
            },
            {
              "event_time": 19,
              "estimate": 0.26363473518317687,
              "se": 0.15712897492529213,
              "pvalue": 0.09348456322760583,
              "lower": -0.04445538434948704,
              "upper": 0.5717248547158408
            },
            {
              "event_time": 20,
              "estimate": 0.3229761101217345,
              "se": 0.22123249960099284,
              "pvalue": 0.14442267031113726,
              "lower": -0.11080478407035682,
              "upper": 0.7567570043138259
            },
            {
              "event_time": 21,
              "estimate": 0.5165606750543065,
              "se": 0.3241810620744994,
              "pvalue": 0.11116740873634201,
              "lower": -0.11907627358769646,
              "upper": 1.1521976236963094
            },
            {
              "event_time": 22,
              "estimate": 0.21936946428754728,
              "se": 0.1378283131739566,
              "pvalue": 0.11157572161547777,
              "lower": -0.050876946350205954,
              "upper": 0.4896158749253005
            }
          ],
          "Sun\u2013Abraham": [
            {
              "event_time": -15,
              "estimate": 0.19778583009160086,
              "se": 0.11527478218267036,
              "pvalue": 0.08630500808768315,
              "lower": -0.028238819013674143,
              "upper": 0.42381047919687587
            },
            {
              "event_time": -14,
              "estimate": 0.004348513890411486,
              "se": 0.05957616266680113,
              "pvalue": 0.9418182247591926,
              "lower": -0.11246525063671725,
              "upper": 0.12116227841754024
            },
            {
              "event_time": -13,
              "estimate": -0.01338588434054512,
              "se": 0.045989441007444294,
              "pvalue": 0.7710220534002858,
              "lower": -0.10355952916932727,
              "upper": 0.07678776048823703
            },
            {
              "event_time": -12,
              "estimate": -0.0242307373232355,
              "se": 0.041048598137244825,
              "pvalue": 0.5550376154380836,
              "lower": -0.10471664078416608,
              "upper": 0.05625516613769509
            },
            {
              "event_time": -11,
              "estimate": 0.016046982221524127,
              "se": 0.026449920491831067,
              "pvalue": 0.5441000765634223,
              "lower": -0.03581461217780394,
              "upper": 0.0679085766208522
            },
            {
              "event_time": -10,
              "estimate": 0.025406396858171705,
              "se": 0.02781375553519064,
              "pvalue": 0.36108002432946246,
              "lower": -0.02912933260587798,
              "upper": 0.07994212632222139
            },
            {
              "event_time": -9,
              "estimate": -0.0014342116305697942,
              "se": 0.028219209539364135,
              "pvalue": 0.9594691558162637,
              "lower": -0.0567649336965263,
              "upper": 0.05389651043538671
            },
            {
              "event_time": -8,
              "estimate": -0.024008503762771763,
              "se": 0.02446979360660825,
              "pvalue": 0.3265977475313278,
              "lower": -0.07198757090035071,
              "upper": 0.023970563374807193
            },
            {
              "event_time": -7,
              "estimate": -0.038701896295534846,
              "se": 0.023759795507541096,
              "pvalue": 0.1034419492257831,
              "lower": -0.085288837001222,
              "upper": 0.007885044410152309
            },
            {
              "event_time": -6,
              "estimate": -0.04024823933711692,
              "se": 0.021496211999836454,
              "pvalue": 0.06125561909582527,
              "lower": -0.08239686614307637,
              "upper": 0.0019003874688425307
            },
            {
              "event_time": -5,
              "estimate": -0.04040602031029121,
              "se": 0.018446568223269497,
              "pvalue": 0.028568556785817704,
              "lower": -0.07657506813598124,
              "upper": -0.004236972484601184
            },
            {
              "event_time": -4,
              "estimate": -0.02730658496733883,
              "se": 0.015178697741806177,
              "pvalue": 0.07211696462049592,
              "lower": -0.057068166520624374,
              "upper": 0.0024549965859467157
            },
            {
              "event_time": -3,
              "estimate": -0.018485060625451633,
              "se": 0.013360881412348124,
              "pvalue": 0.16660700902465803,
              "lower": -0.04468236480406812,
              "upper": 0.007712243553164858
            },
            {
              "event_time": -2,
              "estimate": -0.008291290868818907,
              "se": 0.007349310661411309,
              "pvalue": 0.25933629765960214,
              "lower": -0.0227014275176034,
              "upper": 0.006118845779965585
            },
            {
              "event_time": 0,
              "estimate": -0.005124254124248034,
              "se": 0.012521968101424452,
              "pvalue": 0.6824062827923725,
              "lower": -0.02967666179435676,
              "upper": 0.019428153545860694
            },
            {
              "event_time": 1,
              "estimate": -0.019452909504669054,
              "se": 0.01693751426406774,
              "pvalue": 0.25084856558776447,
              "lower": -0.052663084755184705,
              "upper": 0.013757265745846597
            },
            {
              "event_time": 2,
              "estimate": -0.027156057305394134,
              "se": 0.018794846840655015,
              "pvalue": 0.14859853241618182,
              "lower": -0.06400799128185293,
              "upper": 0.009695876671064658
            },
            {
              "event_time": 3,
              "estimate": -0.04603398942531855,
              "se": 0.01937851025783728,
              "pvalue": 0.01758618703135391,
              "lower": -0.08403033952268708,
              "upper": -0.008037639327950014
            },
            {
              "event_time": 4,
              "estimate": -0.06656010843919755,
              "se": 0.019691109973563117,
              "pvalue": 0.0007334642372017863,
              "lower": -0.10516938739853848,
              "upper": -0.027950829479856602
            },
            {
              "event_time": 5,
              "estimate": -0.07115576172376575,
              "se": 0.02239410289946992,
              "pvalue": 0.001500788640204688,
              "lower": -0.11506492515084739,
              "upper": -0.02724659829668412
            },
            {
              "event_time": 6,
              "estimate": -0.07320185363311091,
              "se": 0.024632731870258537,
              "pvalue": 0.0029845403312544136,
              "lower": -0.12150040143393692,
              "upper": -0.0249033058322849
            },
            {
              "event_time": 7,
              "estimate": -0.07707271463600346,
              "se": 0.025634082572762888,
              "pvalue": 0.002663109621221281,
              "lower": -0.12733465752532516,
              "upper": -0.02681077174668175
            },
            {
              "event_time": 8,
              "estimate": -0.08149269407228861,
              "se": 0.02576024369907704,
              "pvalue": 0.0015742294078159372,
              "lower": -0.13200200697407927,
              "upper": -0.030983381170497953
            },
            {
              "event_time": 9,
              "estimate": -0.07973962407238391,
              "se": 0.025627341293594317,
              "pvalue": 0.0018786784222788212,
              "lower": -0.12998834902080175,
              "upper": -0.029490899123966074
            },
            {
              "event_time": 10,
              "estimate": -0.07220369917998438,
              "se": 0.026805840439854702,
              "pvalue": 0.007107827617625176,
              "lower": -0.12476316244393654,
              "upper": -0.019644235916032225
            },
            {
              "event_time": 11,
              "estimate": -0.06722292346993644,
              "se": 0.02703313800428083,
              "pvalue": 0.012947337395309,
              "lower": -0.12022805968394015,
              "upper": -0.014217787255932736
            },
            {
              "event_time": 12,
              "estimate": -0.05099857162770855,
              "se": 0.027686971004285067,
              "pvalue": 0.06557713043396704,
              "lower": -0.10528570874079202,
              "upper": 0.003288565485374907
            },
            {
              "event_time": 13,
              "estimate": -0.03375273829880511,
              "se": 0.028203983325785883,
              "pvalue": 0.2315028127093615,
              "lower": -0.08905360561668868,
              "upper": 0.021548129019078453
            },
            {
              "event_time": 14,
              "estimate": -0.02486956316245318,
              "se": 0.027939494428341833,
              "pvalue": 0.3734709154784719,
              "lower": -0.07965183474668963,
              "upper": 0.02991270842178327
            },
            {
              "event_time": 15,
              "estimate": -0.010791339068208125,
              "se": 0.02766654879935621,
              "pvalue": 0.6965269268693534,
              "lower": -0.06503843341030906,
              "upper": 0.04345575527389281
            },
            {
              "event_time": 16,
              "estimate": -0.0048132653352912155,
              "se": 0.02944881920203259,
              "pvalue": 0.8701788851237813,
              "lower": -0.06255494049331847,
              "upper": 0.05292840982273605
            },
            {
              "event_time": 17,
              "estimate": 0.016320639274245964,
              "se": 0.03135118616563727,
              "pvalue": 0.602700978897734,
              "lower": -0.04515109563559106,
              "upper": 0.077792374184083
            },
            {
              "event_time": 18,
              "estimate": 0.05251116448673796,
              "se": 0.033638351308672265,
              "pvalue": 0.11861620376409006,
              "lower": -0.01344512193655243,
              "upper": 0.11846745091002836
            },
            {
              "event_time": 19,
              "estimate": 0.011495526662912215,
              "se": 0.042623925777984156,
              "pvalue": 0.7874120510386033,
              "lower": -0.0720791952757641,
              "upper": 0.09507024860158854
            },
            {
              "event_time": 20,
              "estimate": 0.01280945436290342,
              "se": 0.052650878938417855,
              "pvalue": 0.8077968845419884,
              "lower": -0.09042558292636449,
              "upper": 0.11604449165217132
            },
            {
              "event_time": 21,
              "estimate": 0.05090044833438124,
              "se": 0.05275875264076769,
              "pvalue": 0.3347332959860047,
              "lower": -0.05254610196111097,
              "upper": 0.15434699862987344
            },
            {
              "event_time": 22,
              "estimate": -0.012817648752005407,
              "se": 0.06885965895126721,
              "pvalue": 0.8523461531408343,
              "lower": -0.14783399801133948,
              "upper": 0.12219870050732866
            }
          ]
        },
        "target": {
          "event_times": [
            0.0,
            1.0,
            2.0,
            3.0,
            4.0,
            5.0,
            6.0,
            7.0,
            8.0,
            9.0,
            10.0,
            11.0,
            12.0,
            13.0,
            14.0,
            15.0,
            16.0,
            17.0,
            18.0,
            19.0,
            20.0,
            21.0,
            22.0
          ],
          "weights": [
            0.05091348677708208,
            0.05091348677708208,
            0.05091348677708208,
            0.05091348677708208,
            0.05091348677708208,
            0.05091348677708208,
            0.05091348677708208,
            0.05091348677708208,
            0.05091348677708208,
            0.05091348677708208,
            0.05091348677708208,
            0.05091348677708208,
            0.05091348677708208,
            0.05091348677708208,
            0.05091348677708208,
            0.050089515293070395,
            0.04755850373005846,
            0.04281966627535859,
            0.04041463090681188,
            0.02416402606965203,
            0.01828422748024704,
            0.011163303535120931,
            0.0018038250534495011
          ],
          "weighting": "observations"
        },
        "checks": {
          "did2s_vs_direct_imputation_max_post_difference": 8.463039901929204e-07,
          "package_aggregate_vs_estimable_cell_weights": null,
          "saturated_vs_deviations_relative_rss_difference": 1.0668726175319465e-15
        },
        "inference": {
          "standard_errors": "Cluster-robust; did2s uses two-stage covariance",
          "confidence_intervals": "Pointwise t, clusters minus one degrees of freedom"
        },
        "f_test": {
          "F": 4.846868889976966,
          "df_num": 140,
          "df_den": 86322,
          "pvalue": 3.1016984202886543e-71,
          "log10_pvalue": -70.50840043114253,
          "inference": "Homoskedastic nested-model F",
          "observations": 90990,
          "design_columns": 272,
          "restricted_design_columns": 132,
          "fixed_effect_rank": 4396,
          "covariance_rank": 140,
          "rss_unrestricted": 55868567.433361724,
          "rss_restricted": 56307740.14714092,
          "test_horizon": null,
          "reference_cohort": 8,
          "pyfixest": "0.27.0",
          "formulaic": "1.0.2",
          "formula": "y~i(rel_time,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)+x0+x1+x2+x3+x4+x5+x6+x7+x8+x9+x10|unit_fe+time_fe",
          "restriction_names": [
            "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_9",
            "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_9",
            "C(rel_time, contr.treatment(base=-1.0))[T.3.0]:cohort_dummy_9",
            "C(rel_time, contr.treatment(base=-1.0))[T.4.0]:cohort_dummy_9",
            "C(rel_time, contr.treatment(base=-1.0))[T.5.0]:cohort_dummy_9",
            "C(rel_time, contr.treatment(base=-1.0))[T.6.0]:cohort_dummy_9",
            "C(rel_time, contr.treatment(base=-1.0))[T.7.0]:cohort_dummy_9",
            "C(rel_time, contr.treatment(base=-1.0))[T.8.0]:cohort_dummy_9",
            "C(rel_time, contr.treatment(base=-1.0))[T.9.0]:cohort_dummy_9",
            "C(rel_time, contr.treatment(base=-1.0))[T.10.0]:cohort_dummy_9",
            "C(rel_time, contr.treatment(base=-1.0))[T.11.0]:cohort_dummy_9",
            "C(rel_time, contr.treatment(base=-1.0))[T.12.0]:cohort_dummy_9",
            "C(rel_time, contr.treatment(base=-1.0))[T.13.0]:cohort_dummy_9",
            "C(rel_time, contr.treatment(base=-1.0))[T.14.0]:cohort_dummy_9",
            "C(rel_time, contr.treatment(base=-1.0))[T.15.0]:cohort_dummy_9",
            "C(rel_time, contr.treatment(base=-1.0))[T.16.0]:cohort_dummy_9",
            "C(rel_time, contr.treatment(base=-1.0))[T.17.0]:cohort_dummy_9",
            "C(rel_time, contr.treatment(base=-1.0))[T.18.0]:cohort_dummy_9",
            "C(rel_time, contr.treatment(base=-1.0))[T.19.0]:cohort_dummy_9",
            "C(rel_time, contr.treatment(base=-1.0))[T.20.0]:cohort_dummy_9",
            "C(rel_time, contr.treatment(base=-1.0))[T.21.0]:cohort_dummy_9",
            "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_10",
            "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_10",
            "C(rel_time, contr.treatment(base=-1.0))[T.3.0]:cohort_dummy_10",
            "C(rel_time, contr.treatment(base=-1.0))[T.4.0]:cohort_dummy_10",
            "C(rel_time, contr.treatment(base=-1.0))[T.5.0]:cohort_dummy_10",
            "C(rel_time, contr.treatment(base=-1.0))[T.6.0]:cohort_dummy_10",
            "C(rel_time, contr.treatment(base=-1.0))[T.7.0]:cohort_dummy_10",
            "C(rel_time, contr.treatment(base=-1.0))[T.8.0]:cohort_dummy_10",
            "C(rel_time, contr.treatment(base=-1.0))[T.9.0]:cohort_dummy_10",
            "C(rel_time, contr.treatment(base=-1.0))[T.10.0]:cohort_dummy_10",
            "C(rel_time, contr.treatment(base=-1.0))[T.11.0]:cohort_dummy_10",
            "C(rel_time, contr.treatment(base=-1.0))[T.12.0]:cohort_dummy_10",
            "C(rel_time, contr.treatment(base=-1.0))[T.13.0]:cohort_dummy_10",
            "C(rel_time, contr.treatment(base=-1.0))[T.14.0]:cohort_dummy_10",
            "C(rel_time, contr.treatment(base=-1.0))[T.15.0]:cohort_dummy_10",
            "C(rel_time, contr.treatment(base=-1.0))[T.16.0]:cohort_dummy_10",
            "C(rel_time, contr.treatment(base=-1.0))[T.17.0]:cohort_dummy_10",
            "C(rel_time, contr.treatment(base=-1.0))[T.18.0]:cohort_dummy_10",
            "C(rel_time, contr.treatment(base=-1.0))[T.19.0]:cohort_dummy_10",
            "C(rel_time, contr.treatment(base=-1.0))[T.20.0]:cohort_dummy_10",
            "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_11",
            "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_11",
            "C(rel_time, contr.treatment(base=-1.0))[T.3.0]:cohort_dummy_11",
            "C(rel_time, contr.treatment(base=-1.0))[T.4.0]:cohort_dummy_11",
            "C(rel_time, contr.treatment(base=-1.0))[T.5.0]:cohort_dummy_11",
            "C(rel_time, contr.treatment(base=-1.0))[T.6.0]:cohort_dummy_11",
            "C(rel_time, contr.treatment(base=-1.0))[T.7.0]:cohort_dummy_11",
            "C(rel_time, contr.treatment(base=-1.0))[T.8.0]:cohort_dummy_11",
            "C(rel_time, contr.treatment(base=-1.0))[T.9.0]:cohort_dummy_11",
            "C(rel_time, contr.treatment(base=-1.0))[T.10.0]:cohort_dummy_11",
            "C(rel_time, contr.treatment(base=-1.0))[T.11.0]:cohort_dummy_11",
            "C(rel_time, contr.treatment(base=-1.0))[T.12.0]:cohort_dummy_11",
            "C(rel_time, contr.treatment(base=-1.0))[T.13.0]:cohort_dummy_11",
            "C(rel_time, contr.treatment(base=-1.0))[T.14.0]:cohort_dummy_11",
            "C(rel_time, contr.treatment(base=-1.0))[T.15.0]:cohort_dummy_11",
            "C(rel_time, contr.treatment(base=-1.0))[T.16.0]:cohort_dummy_11",
            "C(rel_time, contr.treatment(base=-1.0))[T.17.0]:cohort_dummy_11",
            "C(rel_time, contr.treatment(base=-1.0))[T.18.0]:cohort_dummy_11",
            "C(rel_time, contr.treatment(base=-1.0))[T.19.0]:cohort_dummy_11",
            "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_12",
            "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_12",
            "C(rel_time, contr.treatment(base=-1.0))[T.3.0]:cohort_dummy_12",
            "C(rel_time, contr.treatment(base=-1.0))[T.4.0]:cohort_dummy_12",
            "C(rel_time, contr.treatment(base=-1.0))[T.5.0]:cohort_dummy_12",
            "C(rel_time, contr.treatment(base=-1.0))[T.6.0]:cohort_dummy_12",
            "C(rel_time, contr.treatment(base=-1.0))[T.7.0]:cohort_dummy_12",
            "C(rel_time, contr.treatment(base=-1.0))[T.8.0]:cohort_dummy_12",
            "C(rel_time, contr.treatment(base=-1.0))[T.9.0]:cohort_dummy_12",
            "C(rel_time, contr.treatment(base=-1.0))[T.10.0]:cohort_dummy_12",
            "C(rel_time, contr.treatment(base=-1.0))[T.11.0]:cohort_dummy_12",
            "C(rel_time, contr.treatment(base=-1.0))[T.12.0]:cohort_dummy_12",
            "C(rel_time, contr.treatment(base=-1.0))[T.13.0]:cohort_dummy_12",
            "C(rel_time, contr.treatment(base=-1.0))[T.14.0]:cohort_dummy_12",
            "C(rel_time, contr.treatment(base=-1.0))[T.15.0]:cohort_dummy_12",
            "C(rel_time, contr.treatment(base=-1.0))[T.16.0]:cohort_dummy_12",
            "C(rel_time, contr.treatment(base=-1.0))[T.17.0]:cohort_dummy_12",
            "C(rel_time, contr.treatment(base=-1.0))[T.18.0]:cohort_dummy_12",
            "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_13",
            "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_13",
            "C(rel_time, contr.treatment(base=-1.0))[T.3.0]:cohort_dummy_13",
            "C(rel_time, contr.treatment(base=-1.0))[T.4.0]:cohort_dummy_13",
            "C(rel_time, contr.treatment(base=-1.0))[T.5.0]:cohort_dummy_13",
            "C(rel_time, contr.treatment(base=-1.0))[T.6.0]:cohort_dummy_13",
            "C(rel_time, contr.treatment(base=-1.0))[T.7.0]:cohort_dummy_13",
            "C(rel_time, contr.treatment(base=-1.0))[T.8.0]:cohort_dummy_13",
            "C(rel_time, contr.treatment(base=-1.0))[T.9.0]:cohort_dummy_13",
            "C(rel_time, contr.treatment(base=-1.0))[T.10.0]:cohort_dummy_13",
            "C(rel_time, contr.treatment(base=-1.0))[T.11.0]:cohort_dummy_13",
            "C(rel_time, contr.treatment(base=-1.0))[T.12.0]:cohort_dummy_13",
            "C(rel_time, contr.treatment(base=-1.0))[T.13.0]:cohort_dummy_13",
            "C(rel_time, contr.treatment(base=-1.0))[T.14.0]:cohort_dummy_13",
            "C(rel_time, contr.treatment(base=-1.0))[T.15.0]:cohort_dummy_13",
            "C(rel_time, contr.treatment(base=-1.0))[T.16.0]:cohort_dummy_13",
            "C(rel_time, contr.treatment(base=-1.0))[T.17.0]:cohort_dummy_13",
            "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_14",
            "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_14",
            "C(rel_time, contr.treatment(base=-1.0))[T.3.0]:cohort_dummy_14",
            "C(rel_time, contr.treatment(base=-1.0))[T.4.0]:cohort_dummy_14",
            "C(rel_time, contr.treatment(base=-1.0))[T.5.0]:cohort_dummy_14",
            "C(rel_time, contr.treatment(base=-1.0))[T.6.0]:cohort_dummy_14",
            "C(rel_time, contr.treatment(base=-1.0))[T.7.0]:cohort_dummy_14",
            "C(rel_time, contr.treatment(base=-1.0))[T.8.0]:cohort_dummy_14",
            "C(rel_time, contr.treatment(base=-1.0))[T.9.0]:cohort_dummy_14",
            "C(rel_time, contr.treatment(base=-1.0))[T.10.0]:cohort_dummy_14",
            "C(rel_time, contr.treatment(base=-1.0))[T.11.0]:cohort_dummy_14",
            "C(rel_time, contr.treatment(base=-1.0))[T.12.0]:cohort_dummy_14",
            "C(rel_time, contr.treatment(base=-1.0))[T.13.0]:cohort_dummy_14",
            "C(rel_time, contr.treatment(base=-1.0))[T.14.0]:cohort_dummy_14",
            "C(rel_time, contr.treatment(base=-1.0))[T.15.0]:cohort_dummy_14",
            "C(rel_time, contr.treatment(base=-1.0))[T.16.0]:cohort_dummy_14",
            "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_15",
            "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_15",
            "C(rel_time, contr.treatment(base=-1.0))[T.3.0]:cohort_dummy_15",
            "C(rel_time, contr.treatment(base=-1.0))[T.4.0]:cohort_dummy_15",
            "C(rel_time, contr.treatment(base=-1.0))[T.5.0]:cohort_dummy_15",
            "C(rel_time, contr.treatment(base=-1.0))[T.6.0]:cohort_dummy_15",
            "C(rel_time, contr.treatment(base=-1.0))[T.7.0]:cohort_dummy_15",
            "C(rel_time, contr.treatment(base=-1.0))[T.8.0]:cohort_dummy_15",
            "C(rel_time, contr.treatment(base=-1.0))[T.9.0]:cohort_dummy_15",
            "C(rel_time, contr.treatment(base=-1.0))[T.10.0]:cohort_dummy_15",
            "C(rel_time, contr.treatment(base=-1.0))[T.11.0]:cohort_dummy_15",
            "C(rel_time, contr.treatment(base=-1.0))[T.12.0]:cohort_dummy_15",
            "C(rel_time, contr.treatment(base=-1.0))[T.13.0]:cohort_dummy_15",
            "C(rel_time, contr.treatment(base=-1.0))[T.14.0]:cohort_dummy_15",
            "C(rel_time, contr.treatment(base=-1.0))[T.15.0]:cohort_dummy_15",
            "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_16",
            "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_16",
            "C(rel_time, contr.treatment(base=-1.0))[T.3.0]:cohort_dummy_16",
            "C(rel_time, contr.treatment(base=-1.0))[T.4.0]:cohort_dummy_16",
            "C(rel_time, contr.treatment(base=-1.0))[T.5.0]:cohort_dummy_16",
            "C(rel_time, contr.treatment(base=-1.0))[T.6.0]:cohort_dummy_16",
            "C(rel_time, contr.treatment(base=-1.0))[T.7.0]:cohort_dummy_16",
            "C(rel_time, contr.treatment(base=-1.0))[T.8.0]:cohort_dummy_16",
            "C(rel_time, contr.treatment(base=-1.0))[T.9.0]:cohort_dummy_16",
            "C(rel_time, contr.treatment(base=-1.0))[T.10.0]:cohort_dummy_16",
            "C(rel_time, contr.treatment(base=-1.0))[T.11.0]:cohort_dummy_16",
            "C(rel_time, contr.treatment(base=-1.0))[T.12.0]:cohort_dummy_16",
            "C(rel_time, contr.treatment(base=-1.0))[T.13.0]:cohort_dummy_16",
            "C(rel_time, contr.treatment(base=-1.0))[T.14.0]:cohort_dummy_16"
          ],
          "deviations": [
            {
              "event_time": -8.0,
              "cohort": 9,
              "estimate": -0.21796280766901088
            },
            {
              "event_time": -7.0,
              "cohort": 9,
              "estimate": -0.12158255005852184
            },
            {
              "event_time": -6.0,
              "cohort": 9,
              "estimate": -0.08772274625632784
            },
            {
              "event_time": -5.0,
              "cohort": 9,
              "estimate": -0.10119495951654953
            },
            {
              "event_time": -4.0,
              "cohort": 9,
              "estimate": -0.012411505226920493
            },
            {
              "event_time": -3.0,
              "cohort": 9,
              "estimate": -0.0012650343031032456
            },
            {
              "event_time": -2.0,
              "cohort": 9,
              "estimate": 0.020873626409231474
            },
            {
              "event_time": 0.0,
              "cohort": 9,
              "estimate": -0.036201722146497056
            },
            {
              "event_time": 1.0,
              "cohort": 9,
              "estimate": 0.0006042587333404915
            },
            {
              "event_time": 2.0,
              "cohort": 9,
              "estimate": 0.07642643557574287
            },
            {
              "event_time": 3.0,
              "cohort": 9,
              "estimate": 0.021152399536981146
            },
            {
              "event_time": 4.0,
              "cohort": 9,
              "estimate": -0.0448820518373248
            },
            {
              "event_time": 5.0,
              "cohort": 9,
              "estimate": -0.08140160182785065
            },
            {
              "event_time": 6.0,
              "cohort": 9,
              "estimate": -0.016777520207315
            },
            {
              "event_time": 7.0,
              "cohort": 9,
              "estimate": -0.017396138126801623
            },
            {
              "event_time": 8.0,
              "cohort": 9,
              "estimate": 0.05761053996575001
            },
            {
              "event_time": 9.0,
              "cohort": 9,
              "estimate": 0.0472854117653682
            },
            {
              "event_time": 10.0,
              "cohort": 9,
              "estimate": 0.07065647624313341
            },
            {
              "event_time": 11.0,
              "cohort": 9,
              "estimate": 0.04433390510589017
            },
            {
              "event_time": 12.0,
              "cohort": 9,
              "estimate": 0.06305925937312884
            },
            {
              "event_time": 13.0,
              "cohort": 9,
              "estimate": 0.05559728383027309
            },
            {
              "event_time": 14.0,
              "cohort": 9,
              "estimate": 0.08167060746402276
            },
            {
              "event_time": 15.0,
              "cohort": 9,
              "estimate": 0.035877769655726005
            },
            {
              "event_time": 16.0,
              "cohort": 9,
              "estimate": 0.013026430622740452
            },
            {
              "event_time": 17.0,
              "cohort": 9,
              "estimate": 0.010309250229165602
            },
            {
              "event_time": 18.0,
              "cohort": 9,
              "estimate": 0.03913696335799366
            },
            {
              "event_time": 19.0,
              "cohort": 9,
              "estimate": 0.004211383876717004
            },
            {
              "event_time": 20.0,
              "cohort": 9,
              "estimate": 0.0550862995603212
            },
            {
              "event_time": 21.0,
              "cohort": 9,
              "estimate": 0.04420699771549112
            },
            {
              "event_time": -9.0,
              "cohort": 10,
              "estimate": -0.1278606184944065
            },
            {
              "event_time": -8.0,
              "cohort": 10,
              "estimate": -0.23839559509679012
            },
            {
              "event_time": -7.0,
              "cohort": 10,
              "estimate": -0.12239008429400001
            },
            {
              "event_time": -6.0,
              "cohort": 10,
              "estimate": -0.08645476940669881
            },
            {
              "event_time": -5.0,
              "cohort": 10,
              "estimate": -0.026876932246071017
            },
            {
              "event_time": -4.0,
              "cohort": 10,
              "estimate": 0.017725546646465924
            },
            {
              "event_time": -3.0,
              "cohort": 10,
              "estimate": -0.017675227275208018
            },
            {
              "event_time": -2.0,
              "cohort": 10,
              "estimate": 0.06694391055684049
            },
            {
              "event_time": 0.0,
              "cohort": 10,
              "estimate": -0.16795896440083055
            },
            {
              "event_time": 1.0,
              "cohort": 10,
              "estimate": -0.1595170982599859
            },
            {
              "event_time": 2.0,
              "cohort": 10,
              "estimate": -0.08854325041620467
            },
            {
              "event_time": 3.0,
              "cohort": 10,
              "estimate": -0.08856995087069977
            },
            {
              "event_time": 4.0,
              "cohort": 10,
              "estimate": -0.006936896996775941
            },
            {
              "event_time": 5.0,
              "cohort": 10,
              "estimate": -0.02521188287822617
            },
            {
              "event_time": 6.0,
              "cohort": 10,
              "estimate": 0.002765009249397453
            },
            {
              "event_time": 7.0,
              "cohort": 10,
              "estimate": 0.022994305463222675
            },
            {
              "event_time": 8.0,
              "cohort": 10,
              "estimate": 0.07087264571002967
            },
            {
              "event_time": 9.0,
              "cohort": 10,
              "estimate": 0.045241643083900177
            },
            {
              "event_time": 10.0,
              "cohort": 10,
              "estimate": 0.0793874955868038
            },
            {
              "event_time": 11.0,
              "cohort": 10,
              "estimate": 0.05027675456478464
            },
            {
              "event_time": 12.0,
              "cohort": 10,
              "estimate": 0.05175004079738421
            },
            {
              "event_time": 13.0,
              "cohort": 10,
              "estimate": 0.01707191797585672
            },
            {
              "event_time": 14.0,
              "cohort": 10,
              "estimate": 0.021367227778051917
            },
            {
              "event_time": 15.0,
              "cohort": 10,
              "estimate": 0.021492533716584133
            },
            {
              "event_time": 16.0,
              "cohort": 10,
              "estimate": 0.0030063480025855696
            },
            {
              "event_time": 17.0,
              "cohort": 10,
              "estimate": -0.02601122683666473
            },
            {
              "event_time": 18.0,
              "cohort": 10,
              "estimate": -0.06654980249876852
            },
            {
              "event_time": 19.0,
              "cohort": 10,
              "estimate": -0.023811097428571026
            },
            {
              "event_time": 20.0,
              "cohort": 10,
              "estimate": -0.01675501018672564
            },
            {
              "event_time": -10.0,
              "cohort": 11,
              "estimate": -0.014957392232498729
            },
            {
              "event_time": -9.0,
              "cohort": 11,
              "estimate": -0.06343596008868421
            },
            {
              "event_time": -8.0,
              "cohort": 11,
              "estimate": -0.20899950952930463
            },
            {
              "event_time": -7.0,
              "cohort": 11,
              "estimate": -0.09305269029140348
            },
            {
              "event_time": -6.0,
              "cohort": 11,
              "estimate": -0.05461247922568149
            },
            {
              "event_time": -5.0,
              "cohort": 11,
              "estimate": -0.06791467789392659
            },
            {
              "event_time": -4.0,
              "cohort": 11,
              "estimate": -0.008699888975536533
            },
            {
              "event_time": -3.0,
              "cohort": 11,
              "estimate": 0.023406270217281772
            },
            {
              "event_time": -2.0,
              "cohort": 11,
              "estimate": 0.044603134659253925
            },
            {
              "event_time": 0.0,
              "cohort": 11,
              "estimate": -0.04474253659421021
            },
            {
              "event_time": 1.0,
              "cohort": 11,
              "estimate": 0.005439820477117741
            },
            {
              "event_time": 2.0,
              "cohort": 11,
              "estimate": 0.004278762511939888
            },
            {
              "event_time": 3.0,
              "cohort": 11,
              "estimate": 0.0385513136940694
            },
            {
              "event_time": 4.0,
              "cohort": 11,
              "estimate": 0.08181266476894104
            },
            {
              "event_time": 5.0,
              "cohort": 11,
              "estimate": 0.01832843772869629
            },
            {
              "event_time": 6.0,
              "cohort": 11,
              "estimate": 0.032235254520925405
            },
            {
              "event_time": 7.0,
              "cohort": 11,
              "estimate": 0.07281947082159153
            },
            {
              "event_time": 8.0,
              "cohort": 11,
              "estimate": 0.10236557366741342
            },
            {
              "event_time": 9.0,
              "cohort": 11,
              "estimate": 0.12386477917569842
            },
            {
              "event_time": 10.0,
              "cohort": 11,
              "estimate": 0.15624344300580068
            },
            {
              "event_time": 11.0,
              "cohort": 11,
              "estimate": 0.15236063013424328
            },
            {
              "event_time": 12.0,
              "cohort": 11,
              "estimate": 0.1433390171439988
            },
            {
              "event_time": 13.0,
              "cohort": 11,
              "estimate": 0.13451275387474537
            },
            {
              "event_time": 14.0,
              "cohort": 11,
              "estimate": 0.17316941670144548
            },
            {
              "event_time": 15.0,
              "cohort": 11,
              "estimate": 0.15663774096684574
            },
            {
              "event_time": 16.0,
              "cohort": 11,
              "estimate": 0.1297640900405142
            },
            {
              "event_time": 17.0,
              "cohort": 11,
              "estimate": 0.09209506308654059
            },
            {
              "event_time": 18.0,
              "cohort": 11,
              "estimate": 0.14260889139787125
            },
            {
              "event_time": 19.0,
              "cohort": 11,
              "estimate": 0.12387808190806245
            },
            {
              "event_time": -11.0,
              "cohort": 12,
              "estimate": 0.060532660977434705
            },
            {
              "event_time": -10.0,
              "cohort": 12,
              "estimate": -0.048881215852563636
            },
            {
              "event_time": -9.0,
              "cohort": 12,
              "estimate": -0.09550911372407378
            },
            {
              "event_time": -8.0,
              "cohort": 12,
              "estimate": -0.20307086108610653
            },
            {
              "event_time": -7.0,
              "cohort": 12,
              "estimate": -0.06826075960318226
            },
            {
              "event_time": -6.0,
              "cohort": 12,
              "estimate": 0.002294312233399924
            },
            {
              "event_time": -5.0,
              "cohort": 12,
              "estimate": 0.01702796368685256
            },
            {
              "event_time": -4.0,
              "cohort": 12,
              "estimate": 0.09380639365385184
            },
            {
              "event_time": -3.0,
              "cohort": 12,
              "estimate": 0.0977685875677852
            },
            {
              "event_time": -2.0,
              "cohort": 12,
              "estimate": 0.07308802319916598
            },
            {
              "event_time": 0.0,
              "cohort": 12,
              "estimate": -0.05907907530582763
            },
            {
              "event_time": 1.0,
              "cohort": 12,
              "estimate": -0.06669249444812791
            },
            {
              "event_time": 2.0,
              "cohort": 12,
              "estimate": -0.01660881591965639
            },
            {
              "event_time": 3.0,
              "cohort": 12,
              "estimate": 0.008687956692820749
            },
            {
              "event_time": 4.0,
              "cohort": 12,
              "estimate": 0.03901131588707498
            },
            {
              "event_time": 5.0,
              "cohort": 12,
              "estimate": 0.007903854697095036
            },
            {
              "event_time": 6.0,
              "cohort": 12,
              "estimate": 0.03998612372423092
            },
            {
              "event_time": 7.0,
              "cohort": 12,
              "estimate": 0.06913653417716785
            },
            {
              "event_time": 8.0,
              "cohort": 12,
              "estimate": 0.13617854001924554
            },
            {
              "event_time": 9.0,
              "cohort": 12,
              "estimate": 0.1704884787942298
            },
            {
              "event_time": 10.0,
              "cohort": 12,
              "estimate": 0.2181009673541398
            },
            {
              "event_time": 11.0,
              "cohort": 12,
              "estimate": 0.19962257578947554
            },
            {
              "event_time": 12.0,
              "cohort": 12,
              "estimate": 0.20245719373739676
            },
            {
              "event_time": 13.0,
              "cohort": 12,
              "estimate": 0.19506233043505075
            },
            {
              "event_time": 14.0,
              "cohort": 12,
              "estimate": 0.22662925317663835
            },
            {
              "event_time": 15.0,
              "cohort": 12,
              "estimate": 0.2070808494101143
            },
            {
              "event_time": 16.0,
              "cohort": 12,
              "estimate": 0.16919861448962598
            },
            {
              "event_time": 17.0,
              "cohort": 12,
              "estimate": 0.18043037315234203
            },
            {
              "event_time": 18.0,
              "cohort": 12,
              "estimate": 0.15610601692208956
            },
            {
              "event_time": -12.0,
              "cohort": 13,
              "estimate": -0.05486429077336639
            },
            {
              "event_time": -11.0,
              "cohort": 13,
              "estimate": 0.02419773160239516
            },
            {
              "event_time": -10.0,
              "cohort": 13,
              "estimate": -0.11366626295696028
            },
            {
              "event_time": -9.0,
              "cohort": 13,
              "estimate": -0.14408871160835612
            },
            {
              "event_time": -8.0,
              "cohort": 13,
              "estimate": -0.2506530329461319
            },
            {
              "event_time": -7.0,
              "cohort": 13,
              "estimate": -0.13021584450113707
            },
            {
              "event_time": -6.0,
              "cohort": 13,
              "estimate": -0.08997632868133242
            },
            {
              "event_time": -5.0,
              "cohort": 13,
              "estimate": -0.045262795793037804
            },
            {
              "event_time": -4.0,
              "cohort": 13,
              "estimate": 0.005587193093685988
            },
            {
              "event_time": -3.0,
              "cohort": 13,
              "estimate": 0.053333981565141304
            },
            {
              "event_time": -2.0,
              "cohort": 13,
              "estimate": 0.07819402363598252
            },
            {
              "event_time": 0.0,
              "cohort": 13,
              "estimate": -0.07359685178341874
            },
            {
              "event_time": 1.0,
              "cohort": 13,
              "estimate": -0.08039293890946461
            },
            {
              "event_time": 2.0,
              "cohort": 13,
              "estimate": -0.010917975944824685
            },
            {
              "event_time": 3.0,
              "cohort": 13,
              "estimate": -0.018531922037412062
            },
            {
              "event_time": 4.0,
              "cohort": 13,
              "estimate": 0.0006511374206675468
            },
            {
              "event_time": 5.0,
              "cohort": 13,
              "estimate": -0.024361108508771493
            },
            {
              "event_time": 6.0,
              "cohort": 13,
              "estimate": -0.024378559573928083
            },
            {
              "event_time": 7.0,
              "cohort": 13,
              "estimate": 0.0036286002731407054
            },
            {
              "event_time": 8.0,
              "cohort": 13,
              "estimate": 0.044525012488045426
            },
            {
              "event_time": 9.0,
              "cohort": 13,
              "estimate": 0.05789817904034056
            },
            {
              "event_time": 10.0,
              "cohort": 13,
              "estimate": 0.13292181698268768
            },
            {
              "event_time": 11.0,
              "cohort": 13,
              "estimate": 0.07399551091882411
            },
            {
              "event_time": 12.0,
              "cohort": 13,
              "estimate": 0.07996686358707716
            },
            {
              "event_time": 13.0,
              "cohort": 13,
              "estimate": 0.07195664617153945
            },
            {
              "event_time": 14.0,
              "cohort": 13,
              "estimate": 0.1051114598438445
            },
            {
              "event_time": 15.0,
              "cohort": 13,
              "estimate": 0.05692957066219112
            },
            {
              "event_time": 16.0,
              "cohort": 13,
              "estimate": 0.05420005576865543
            },
            {
              "event_time": 17.0,
              "cohort": 13,
              "estimate": 0.0527874054677126
            },
            {
              "event_time": -13.0,
              "cohort": 14,
              "estimate": -0.11662058777187746
            },
            {
              "event_time": -12.0,
              "cohort": 14,
              "estimate": -0.10567502756137259
            },
            {
              "event_time": -11.0,
              "cohort": 14,
              "estimate": -0.02910584217201384
            },
            {
              "event_time": -10.0,
              "cohort": 14,
              "estimate": -0.12487562508693494
            },
            {
              "event_time": -9.0,
              "cohort": 14,
              "estimate": -0.10834128947863703
            },
            {
              "event_time": -8.0,
              "cohort": 14,
              "estimate": -0.22879531072852832
            },
            {
              "event_time": -7.0,
              "cohort": 14,
              "estimate": -0.10849676053366526
            },
            {
              "event_time": -6.0,
              "cohort": 14,
              "estimate": -0.01859245379484944
            },
            {
              "event_time": -5.0,
              "cohort": 14,
              "estimate": 0.033354106825099254
            },
            {
              "event_time": -4.0,
              "cohort": 14,
              "estimate": 0.0812965847790746
            },
            {
              "event_time": -3.0,
              "cohort": 14,
              "estimate": 0.08501608564371972
            },
            {
              "event_time": -2.0,
              "cohort": 14,
              "estimate": 0.05706556721093664
            },
            {
              "event_time": 0.0,
              "cohort": 14,
              "estimate": -0.11924342319774366
            },
            {
              "event_time": 1.0,
              "cohort": 14,
              "estimate": -0.08637163717191765
            },
            {
              "event_time": 2.0,
              "cohort": 14,
              "estimate": -0.025296415949902572
            },
            {
              "event_time": 3.0,
              "cohort": 14,
              "estimate": -0.002985621889933358
            },
            {
              "event_time": 4.0,
              "cohort": 14,
              "estimate": 0.033236790135746604
            },
            {
              "event_time": 5.0,
              "cohort": 14,
              "estimate": -0.007585497649114559
            },
            {
              "event_time": 6.0,
              "cohort": 14,
              "estimate": 0.009165905373613828
            },
            {
              "event_time": 7.0,
              "cohort": 14,
              "estimate": 0.03473030764268588
            },
            {
              "event_time": 8.0,
              "cohort": 14,
              "estimate": 0.1050864188498131
            },
            {
              "event_time": 9.0,
              "cohort": 14,
              "estimate": 0.13341473813101914
            },
            {
              "event_time": 10.0,
              "cohort": 14,
              "estimate": 0.17331823423399456
            },
            {
              "event_time": 11.0,
              "cohort": 14,
              "estimate": 0.16323118794484814
            },
            {
              "event_time": 12.0,
              "cohort": 14,
              "estimate": 0.17695123116112185
            },
            {
              "event_time": 13.0,
              "cohort": 14,
              "estimate": 0.15211707727414894
            },
            {
              "event_time": 14.0,
              "cohort": 14,
              "estimate": 0.16437995117683457
            },
            {
              "event_time": 15.0,
              "cohort": 14,
              "estimate": 0.1474309657038103
            },
            {
              "event_time": 16.0,
              "cohort": 14,
              "estimate": 0.12653719980887312
            },
            {
              "event_time": -14.0,
              "cohort": 15,
              "estimate": -0.21936382322731582
            },
            {
              "event_time": -13.0,
              "cohort": 15,
              "estimate": -0.2107303783568757
            },
            {
              "event_time": -12.0,
              "cohort": 15,
              "estimate": -0.17981812911825112
            },
            {
              "event_time": -11.0,
              "cohort": 15,
              "estimate": -0.08157503766065465
            },
            {
              "event_time": -10.0,
              "cohort": 15,
              "estimate": -0.18993037881729047
            },
            {
              "event_time": -9.0,
              "cohort": 15,
              "estimate": -0.2046178521310244
            },
            {
              "event_time": -8.0,
              "cohort": 15,
              "estimate": -0.31892754222191344
            },
            {
              "event_time": -7.0,
              "cohort": 15,
              "estimate": -0.19230139317256612
            },
            {
              "event_time": -6.0,
              "cohort": 15,
              "estimate": -0.1771917120796569
            },
            {
              "event_time": -5.0,
              "cohort": 15,
              "estimate": -0.0927963130754294
            },
            {
              "event_time": -4.0,
              "cohort": 15,
              "estimate": -0.004669127527965097
            },
            {
              "event_time": -3.0,
              "cohort": 15,
              "estimate": -0.002741616103089884
            },
            {
              "event_time": -2.0,
              "cohort": 15,
              "estimate": 0.014601703927060762
            },
            {
              "event_time": 0.0,
              "cohort": 15,
              "estimate": -0.07697398435399527
            },
            {
              "event_time": 1.0,
              "cohort": 15,
              "estimate": -0.025165268765171195
            },
            {
              "event_time": 2.0,
              "cohort": 15,
              "estimate": 0.035571247373789236
            },
            {
              "event_time": 3.0,
              "cohort": 15,
              "estimate": 0.023000727316869116
            },
            {
              "event_time": 4.0,
              "cohort": 15,
              "estimate": 0.08632554181173781
            },
            {
              "event_time": 5.0,
              "cohort": 15,
              "estimate": 0.03441394551542985
            },
            {
              "event_time": 6.0,
              "cohort": 15,
              "estimate": 0.10876883335226795
            },
            {
              "event_time": 7.0,
              "cohort": 15,
              "estimate": 0.1423714507234995
            },
            {
              "event_time": 8.0,
              "cohort": 15,
              "estimate": 0.18048041777588533
            },
            {
              "event_time": 9.0,
              "cohort": 15,
              "estimate": 0.1970359304864935
            },
            {
              "event_time": 10.0,
              "cohort": 15,
              "estimate": 0.25401185052402303
            },
            {
              "event_time": 11.0,
              "cohort": 15,
              "estimate": 0.25171089884450243
            },
            {
              "event_time": 12.0,
              "cohort": 15,
              "estimate": 0.2512067253715237
            },
            {
              "event_time": 13.0,
              "cohort": 15,
              "estimate": 0.21022379740962097
            },
            {
              "event_time": 14.0,
              "cohort": 15,
              "estimate": 0.23185862137748933
            },
            {
              "event_time": 15.0,
              "cohort": 15,
              "estimate": 0.21432658946635288
            },
            {
              "event_time": -7.0,
              "cohort": 16,
              "estimate": 0.039454386636294116
            },
            {
              "event_time": -6.0,
              "cohort": 16,
              "estimate": 0.017875671419892325
            },
            {
              "event_time": -5.0,
              "cohort": 16,
              "estimate": 0.06165442721105313
            },
            {
              "event_time": -4.0,
              "cohort": 16,
              "estimate": 0.11639846949210157
            },
            {
              "event_time": -3.0,
              "cohort": 16,
              "estimate": 0.03698445960996764
            },
            {
              "event_time": -2.0,
              "cohort": 16,
              "estimate": 0.09631600205448412
            },
            {
              "event_time": 0.0,
              "cohort": 16,
              "estimate": -0.04602070590081275
            },
            {
              "event_time": 1.0,
              "cohort": 16,
              "estimate": -0.018016467599878003
            },
            {
              "event_time": 2.0,
              "cohort": 16,
              "estimate": 0.008551247367151335
            },
            {
              "event_time": 3.0,
              "cohort": 16,
              "estimate": 0.07144665911980178
            },
            {
              "event_time": 4.0,
              "cohort": 16,
              "estimate": 0.07314854527005013
            },
            {
              "event_time": 5.0,
              "cohort": 16,
              "estimate": 0.07931130535055472
            },
            {
              "event_time": 6.0,
              "cohort": 16,
              "estimate": 0.1060386485384576
            },
            {
              "event_time": 7.0,
              "cohort": 16,
              "estimate": 0.18224193779711845
            },
            {
              "event_time": 8.0,
              "cohort": 16,
              "estimate": 0.24329878274760086
            },
            {
              "event_time": 9.0,
              "cohort": 16,
              "estimate": 0.2941250884358012
            },
            {
              "event_time": 10.0,
              "cohort": 16,
              "estimate": 0.3566854853447343
            },
            {
              "event_time": 11.0,
              "cohort": 16,
              "estimate": 0.37128794274387633
            },
            {
              "event_time": 12.0,
              "cohort": 16,
              "estimate": 0.3669707105834074
            },
            {
              "event_time": 13.0,
              "cohort": 16,
              "estimate": 0.3703608658159149
            },
            {
              "event_time": 14.0,
              "cohort": 16,
              "estimate": 0.3362754146459706
            }
          ]
        }
      }
    },
    "alternative_models": {
      "y__d": [
        {
          "method": "CS-DID",
          "status": "unsupported",
          "reason": "csdid: matching the configured nonstandard fixed effects is not implemented."
        },
        {
          "method": "SDID",
          "status": "unsupported",
          "reason": "sdid: matching the configured nonstandard fixed effects is not implemented."
        },
        {
          "method": "Matrix completion",
          "status": "unsupported",
          "reason": "matrix-completion: matching the configured nonstandard fixed effects is not implemented."
        },
        {
          "method": "Horizontal ridge",
          "status": "unsupported",
          "reason": "horizontal-ridge: matching the configured nonstandard fixed effects is not implemented."
        },
        {
          "method": "Multisynth (cohort-averaged)",
          "status": "unsupported",
          "reason": "multisynth-cohort: matching the configured nonstandard fixed effects is not implemented."
        },
        {
          "method": "Multisynth (individual)",
          "status": "unsupported",
          "reason": "multisynth-individual: matching the configured nonstandard fixed effects is not implemented."
        }
      ]
    },
    "combined_table": [
      {
        "Outcome / treatment": "y__d",
        "Estimator": "Static TWFE",
        "Estimate (SDs)": -0.008256374965433227,
        "SE": 0.01919313755218029,
        "Aggregation": "Coefficient",
        "Event study": "No",
        "Status": "estimated",
        "Note": ""
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "Dynamic TWFE",
        "Estimate (SDs)": -0.02246504504571735,
        "SE": 0.022570543382834107,
        "Aggregation": "observations",
        "Event study": "Yes",
        "Status": "estimated",
        "Note": ""
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "BJS / did2s",
        "Estimate (SDs)": 0.08035019845703764,
        "SE": 0.0685649117702806,
        "Aggregation": "observations",
        "Event study": "Yes",
        "Status": "estimated",
        "Note": ""
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "Sun\u2013Abraham",
        "Estimate (SDs)": -0.0374203382700076,
        "SE": 0.023155315514695712,
        "Aggregation": "observations",
        "Event study": "Yes",
        "Status": "estimated",
        "Note": ""
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "CS-DID",
        "Estimate (SDs)": null,
        "SE": null,
        "Aggregation": "Equal post-event times",
        "Event study": "No",
        "Status": "unsupported",
        "Note": "csdid: matching the configured nonstandard fixed effects is not implemented."
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "SDID",
        "Estimate (SDs)": null,
        "SE": null,
        "Aggregation": "Treated cells",
        "Event study": "No",
        "Status": "unsupported",
        "Note": "sdid: matching the configured nonstandard fixed effects is not implemented."
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "Matrix completion",
        "Estimate (SDs)": null,
        "SE": null,
        "Aggregation": "Treated cells",
        "Event study": "No",
        "Status": "unsupported",
        "Note": "matrix-completion: matching the configured nonstandard fixed effects is not implemented."
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "Horizontal ridge",
        "Estimate (SDs)": null,
        "SE": null,
        "Aggregation": "Treated cells",
        "Event study": "No",
        "Status": "unsupported",
        "Note": "horizontal-ridge: matching the configured nonstandard fixed effects is not implemented."
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "Multisynth (cohort-averaged)",
        "Estimate (SDs)": null,
        "SE": null,
        "Aggregation": "Treated cells",
        "Event study": "No",
        "Status": "unsupported",
        "Note": "multisynth-cohort: matching the configured nonstandard fixed effects is not implemented."
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "Multisynth (individual)",
        "Estimate (SDs)": null,
        "SE": null,
        "Aggregation": "Treated cells",
        "Event study": "No",
        "Status": "unsupported",
        "Note": "multisynth-individual: matching the configured nonstandard fixed effects is not implemented."
      }
    ],
    "adapter_sha256": {
      "validate_template.py": "9c8cc9bb42c9d4eb4f48bfa0a6ee09498fe83516d08aa9f26a49c21c4686618a",
      "mtgpax_worker.py": "7279b1b2aaa3f5909cd39ac1964d2e9c75907219011fe661a015511131affa85",
      "csdid_general.py": "07619c3b3dfee796ae9e4842afdbc6e367a74cece254ede73f7c403dfc924f6d",
      "runner.py": "58547dcbff39ff9f3c439b6db688064bd9e5f19237ca1cae4e68b0c77dde1096",
      "matrix_inputs.py": "3f675276f9022147996dd5b62762721be2dd436d5db171491a286b05628176ae",
      "csdid_model.py": "b9fd5536d4886e99a707d2b162db5b11da3ff463930eca5b7590d27500096a3f",
      "multisynth_model.R": "3ae0740c5b75b14f563dacc9961688e8286655866a6b435045a3ef6f453c1604",
      "csdid_streaming.py": "378198e98c44bd46862601bdcb514b19d9ea4038cddc38dad7fdba9b0aa0216b",
      "multisynth_sparse.R": "f9ab3d8d7f7b52a79ccd694c7173f626276a0830f23bb79e527c88c0f0292540",
      "matrix_models.py": "dc7188bf9bf709f0803169dfc3b1198e8b9d2b79d5904ebc5f010a48edde2ee2",
      "matrix_worker.py": "c70d8461b3cd9c702154ea38ff99ff31fc9daec8620914e6d5b49d3126ce6312",
      "csdid_aggregations.py": "cbed0fb13450d9398f9a59d53dbfdf8e275a74daa01158c38c0f3396a3e8c6ee",
      "bootstrap_matrix.py": "a55b171313d43a703063c87e668021b75eb3153fa30795b9ae3d9e2721d9b9d0",
      "eligibility.py": "f0eb686ff3f13e89c8f3d85f49890601c4a7f9a611a2938753be599b8ceac9a6"
    }
  }
}
