{
  "paper": {
    "rank": 39,
    "paper_id": "aeraej-161",
    "title": "Tax Me, but Spend Wisely? Sources of Public Finance and Government Accountability",
    "authors": "Lucie Gadenne",
    "year": 2016,
    "journal": "American Economic Journal: Applied Economics",
    "doi": "10.1257/app.20150509",
    "package_bytes": 7112488,
    "source_specification": "Table 3"
  },
  "mapping": {
    "paper_id": "aeraej-161",
    "match": true,
    "outcome": "tax_pc_r",
    "treatment": "pmat",
    "unit": "id_c",
    "time": "year",
    "cluster": "id_c"
  },
  "status": "estimated",
  "source_fit": {
    "formula": "list(linear = tax_pc_r ~ pmat + applied + gdp_pc_r + pop + serv_gdp +      agr_gdp + herf + second_term + yr1 + yr2 + yr3 + yr4 + yr5 +      yr6 + yr7 + yr8 + yr9 + yr10 + yr11 + yr12 + yr13 + yr14 +      pol1 + pol2 + pol3 + pol4 + pol5 + pol6 + pol7 + pol8 + pol9 +      pol10 + pol11 + pol12 + pol13 + pol14 + pol15 + pol16 + pol17 +      pol18 + pol19 + pol20 + pol21 + pol22 + pol23 + pol24 + pol25 +      pol26 + pol27 + pol28 + pol29 + pol30 + pol31 + pol32, fixef = ~id_c)",
    "coefficients": {
      "pmat": 11.6119335236861,
      "applied": 0.413830769207388,
      "gdp_pc_r": 1.71910812268051,
      "pop": 13.5328404596864,
      "serv_gdp": -55.510026058047,
      "agr_gdp": -51.205779505018,
      "herf": -0.89535799320159,
      "second_term": 2.46806738312447,
      "yr1": -36.0838863907762,
      "yr2": -37.3721962894431,
      "yr3": -31.8528448636971,
      "yr4": -43.8000052010691,
      "yr5": -40.7803866696792,
      "yr6": -36.7029526604471,
      "yr7": -36.5854933403448,
      "yr8": -23.9757836377192,
      "yr9": -21.1604504022647,
      "yr10": -16.7648670280293,
      "yr11": -12.587625465623,
      "yr12": -12.0693185406119,
      "yr13": -6.20120652757642,
      "pol1": -15.6215037610885,
      "pol3": -19.4950037362856,
      "pol4": -13.0472995605444,
      "pol5": -14.0233064675572,
      "pol6": -19.6697098817729,
      "pol7": -16.4197807603614,
      "pol8": -16.1110856859232,
      "pol9": -23.2220656401046,
      "pol10": -11.3026471957938,
      "pol11": -17.4103406515289,
      "pol12": -15.4637342156281,
      "pol13": -16.015615346351,
      "pol14": -23.5377570265313,
      "pol15": -51.6837906443333,
      "pol16": -20.2940159310459,
      "pol17": -16.3559246708373,
      "pol18": -7.55727168124488,
      "pol19": -16.3595635365064,
      "pol20": -38.0296812574172,
      "pol21": -11.6909555740709,
      "pol22": -15.3086443345798,
      "pol23": -47.7815807992526,
      "pol24": -14.4719438679122,
      "pol25": -3.5139964030552,
      "pol26": -27.224423334123,
      "pol27": -16.3417480641602,
      "pol28": -14.4538000115601,
      "pol29": -17.49843904993,
      "pol30": -20.7256440952746,
      "pol31": -21.1679764109209
    },
    "se": {
      "pmat": 2.67367704236007,
      "applied": 2.26005811235825,
      "gdp_pc_r": 0.918250294128989,
      "pop": 11.1115115617316,
      "serv_gdp": 21.6634021179622,
      "agr_gdp": 16.3631539236537,
      "herf": 4.11090498755348,
      "second_term": 0.951885234663253,
      "yr1": 3.00676754939154,
      "yr2": 3.04108285967211,
      "yr3": 3.40048967122533,
      "yr4": 3.09691640010881,
      "yr5": 3.18500368387743,
      "yr6": 3.23319845444991,
      "yr7": 2.88685865227875,
      "yr8": 2.6235057769731,
      "yr9": 2.53997269693444,
      "yr10": 2.40537287073663,
      "yr11": 2.32512803278392,
      "yr12": 1.89927358152734,
      "yr13": 1.77850751282066,
      "pol1": 28.3293925954849,
      "pol3": 28.2358487382744,
      "pol4": 29.4810558141175,
      "pol5": 29.9961780752171,
      "pol6": 29.3164838148987,
      "pol7": 29.49964220752,
      "pol8": 30.1323563514784,
      "pol9": 29.7342571627107,
      "pol10": 29.8520486016223,
      "pol11": 29.6495304854147,
      "pol12": 29.3555733819029,
      "pol13": 28.9253721686029,
      "pol14": 30.0355116630595,
      "pol15": 46.2032682088919,
      "pol16": 28.6402249551961,
      "pol17": 29.3914435009726,
      "pol18": 30.450131844049,
      "pol19": 29.3926762296516,
      "pol20": 37.0180455149801,
      "pol21": 29.8559851193154,
      "pol22": 29.5948280994298,
      "pol23": 45.0320754185387,
      "pol24": 29.4434787666506,
      "pol25": 30.8763792995081,
      "pol26": 30.6446860717384,
      "pol27": 29.0982739308755,
      "pol28": 29.4330135961591,
      "pol29": 29.4195001616591,
      "pol30": 29.1538034594867,
      "pol31": 28.2623025769266
    },
    "n": 57507
  },
  "source_check": {
    "source_term": "pmat",
    "source_beta": 11.6119335236861,
    "template_source_sample_beta": 11.611933523685744,
    "template_source_sample_n": 57507,
    "template_source_sample_se": 2.5649714974468085,
    "same_point_specification": true,
    "dropped_missing_identifiers": 0,
    "controls": {
      "x001": "applied",
      "x002": "gdp_pc_r",
      "x003": "pop",
      "x004": "serv_gdp",
      "x005": "agr_gdp",
      "x006": "herf",
      "x007": "second_term",
      "x008": "pol1",
      "x009": "pol3",
      "x010": "pol4",
      "x011": "pol5",
      "x012": "pol6",
      "x013": "pol7",
      "x014": "pol8",
      "x015": "pol9",
      "x016": "pol10",
      "x017": "pol11",
      "x018": "pol12",
      "x019": "pol13",
      "x020": "pol14",
      "x021": "pol15",
      "x022": "pol16",
      "x023": "pol17",
      "x024": "pol18",
      "x025": "pol19",
      "x026": "pol20",
      "x027": "pol21",
      "x028": "pol22",
      "x029": "pol23",
      "x030": "pol24",
      "x031": "pol25",
      "x032": "pol26",
      "x033": "pol27",
      "x034": "pol28",
      "x035": "pol29",
      "x036": "pol30",
      "x037": "pol31",
      "x038": "pol32"
    },
    "absolute_coefficient_difference": 3.552713678800501e-13
  },
  "settings": {
    "slug": "aeraej-161",
    "specification_id": "aeraej-161-source",
    "source_specification_id": "Table 3",
    "study": "Tax Me, but Spend Wisely? Sources of Public Finance and Government Accountability",
    "citation": "Lucie Gadenne (2016). https://doi.org/10.1257/app.20150509",
    "description": "Source covariates and fixed effects are retained.",
    "data": "analyses/new-library/tranche50/aeraej-161/panel.parquet",
    "unit": "unit",
    "time": "time",
    "cluster": "cluster",
    "covariates": [
      "x001",
      "x002",
      "x003",
      "x004",
      "x005",
      "x006",
      "x007",
      "x008",
      "x009",
      "x010",
      "x011",
      "x012",
      "x013",
      "x014",
      "x015",
      "x016",
      "x017",
      "x018",
      "x019",
      "x020",
      "x021",
      "x022",
      "x023",
      "x024",
      "x025",
      "x026",
      "x027",
      "x028",
      "x029",
      "x030",
      "x031",
      "x032",
      "x033",
      "x034",
      "x035",
      "x036",
      "x037",
      "x038"
    ],
    "time_fe": null,
    "allow_repeated_cells": false,
    "period_values": null,
    "period_step": 1,
    "latest_cohort_control": true,
    "reversal_policy": "drop_post_untreated",
    "test_mode": "classical",
    "post_weighting": "observations",
    "display_window": [
      -10,
      10
    ],
    "labels": {
      "y": "tax_pc_r",
      "d": "pmat",
      "unit": "id_c",
      "time": "year",
      "cluster": "id_c",
      "x001": "applied",
      "x002": "gdp_pc_r",
      "x003": "pop",
      "x004": "serv_gdp",
      "x005": "agr_gdp",
      "x006": "herf",
      "x007": "second_term",
      "x008": "pol1",
      "x009": "pol3",
      "x010": "pol4",
      "x011": "pol5",
      "x012": "pol6",
      "x013": "pol7",
      "x014": "pol8",
      "x015": "pol9",
      "x016": "pol10",
      "x017": "pol11",
      "x018": "pol12",
      "x019": "pol13",
      "x020": "pol14",
      "x021": "pol15",
      "x022": "pol16",
      "x023": "pol17",
      "x024": "pol18",
      "x025": "pol19",
      "x026": "pol20",
      "x027": "pol21",
      "x028": "pol22",
      "x029": "pol23",
      "x030": "pol24",
      "x031": "pol25",
      "x032": "pol26",
      "x033": "pol27",
      "x034": "pol28",
      "x035": "pol29",
      "x036": "pol30",
      "x037": "pol31",
      "x038": "pol32"
    }
  },
  "options": {
    "output_dir": "analyses/new-library/tranche50/aeraej-161/results",
    "timeout_seconds": 300
  },
  "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",
        "x012",
        "x013",
        "x014",
        "x015",
        "x016",
        "x017",
        "x018",
        "x019",
        "x020",
        "x021",
        "x022",
        "x023",
        "x024",
        "x025",
        "x026",
        "x027",
        "x028",
        "x029",
        "x030",
        "x031",
        "x032",
        "x033",
        "x034",
        "x035",
        "x036",
        "x037",
        "x038"
      ],
      "baseline_by_time": [],
      "weight": null,
      "period_step": 1,
      "period_values": null,
      "display_window": [
        -10,
        10
      ],
      "seed": 20261008,
      "panelview_max_units": 100,
      "test_mode": "classical",
      "test_horizon": null,
      "post_horizon": null,
      "post_weighting": "observations",
      "sample_query": null,
      "reversal_policy": "drop_post_untreated",
      "labels": {
        "y": "tax_pc_r",
        "d": "pmat",
        "unit": "id_c",
        "time": "year",
        "cluster": "id_c",
        "x001": "applied",
        "x002": "gdp_pc_r",
        "x003": "pop",
        "x004": "serv_gdp",
        "x005": "agr_gdp",
        "x006": "herf",
        "x007": "second_term",
        "x008": "pol1",
        "x009": "pol3",
        "x010": "pol4",
        "x011": "pol5",
        "x012": "pol6",
        "x013": "pol7",
        "x014": "pol8",
        "x015": "pol9",
        "x016": "pol10",
        "x017": "pol11",
        "x018": "pol12",
        "x019": "pol13",
        "x020": "pol14",
        "x021": "pol15",
        "x022": "pol16",
        "x023": "pol17",
        "x024": "pol18",
        "x025": "pol19",
        "x026": "pol20",
        "x027": "pol21",
        "x028": "pol22",
        "x029": "pol23",
        "x030": "pol24",
        "x031": "pol25",
        "x032": "pol26",
        "x033": "pol27",
        "x034": "pol28",
        "x035": "pol29",
        "x036": "pol30",
        "x037": "pol31",
        "x038": "pol32"
      },
      "allow_repeated_cells": false,
      "time_fe": null,
      "unit_fe": null,
      "frequency_weights": false,
      "source_sd": null,
      "require_never_control_periods": false,
      "latest_cohort_control": true,
      "slug": "aeraej-161",
      "specification_id": "aeraej-161-source",
      "source_specification_id": "Table 3",
      "study": "Tax Me, but Spend Wisely? Sources of Public Finance and Government Accountability",
      "citation": "Lucie Gadenne (2016). https://doi.org/10.1257/app.20150509",
      "description": "Source covariates and fixed effects are retained.",
      "data": "analyses/new-library/tranche50/aeraej-161/panel.parquet",
      "output_dir": "analyses/new-library/tranche50/aeraej-161/results"
    },
    "options": {
      "output_dir": "analyses/new-library/tranche50/aeraej-161/results",
      "timeout_seconds": 300
    },
    "source": {
      "file": "panel.parquet",
      "bytes": 2654051,
      "sha256": "19a2e59d26a8962d44e3fe720d398e5ae2511345d6baf5a10d67125a2beb525a"
    },
    "regressions": {
      "y__d": {
        "sample": {
          "outcome": "y",
          "treatment": "d",
          "source_rows": 57653,
          "source_sd": 99.93250438782371,
          "rows": 57469,
          "units": 4574,
          "clusters": 4574,
          "treated_units": 335,
          "never_treated_units": 4239,
          "treated_cohorts": 11,
          "latest_cohort_control_index": null,
          "unique_unit_period_cells": 57469,
          "unsupported_prediction_rows_removed": 0,
          "rows_without_never_control_time_fe_removed": 0,
          "initially_treated_units_removed": 0,
          "post_adoption_untreated_rows_removed": 0,
          "units_without_minus_one_removed": 4,
          "additional_rows_removed": 184
        },
        "estimates": [
          {
            "method": "Static TWFE",
            "estimate": 0.11403111786293177,
            "se": 0.025594978126613068,
            "pvalue": 8.581104748032452e-06,
            "lower": 0.0638526015457786,
            "upper": 0.16420963418008494
          },
          {
            "method": "Dynamic TWFE",
            "estimate": 0.12296935840232034,
            "se": 0.03352309575899088,
            "pvalue": 0.00024704516315059453,
            "lower": 0.057247903231590486,
            "upper": 0.1886908135730502
          },
          {
            "method": "BJS / did2s",
            "estimate": 0.14979072521810174,
            "se": 0.0438413651784031,
            "pvalue": 0.0006394874855049571,
            "lower": 0.06384047954536289,
            "upper": 0.23574097089084062
          },
          {
            "method": "Sun\u2013Abraham",
            "estimate": 0.11149042348562194,
            "se": 0.03364151270020587,
            "pvalue": 0.000926631638234071,
            "lower": 0.045536813929465764,
            "upper": 0.1774440330417781
          }
        ],
        "event_studies": {
          "Dynamic TWFE": [
            {
              "event_time": -11,
              "estimate": 0.11000465533923731,
              "se": 0.22086793335017554,
              "pvalue": 0.6184683439649759,
              "lower": -0.32300314575061856,
              "upper": 0.5430124564290932
            },
            {
              "event_time": -10,
              "estimate": 0.013102590607344942,
              "se": 0.1015863895292379,
              "pvalue": 0.8973793170775074,
              "lower": -0.18605578645308812,
              "upper": 0.21226096766777802
            },
            {
              "event_time": -9,
              "estimate": -0.0070243299453180055,
              "se": 0.057712137433866134,
              "pvalue": 0.9031314926769773,
              "lower": -0.12016798709546568,
              "upper": 0.10611932720482968
            },
            {
              "event_time": -8,
              "estimate": -0.012610304864814058,
              "se": 0.040216943540219645,
              "pvalue": 0.7538718101647708,
              "lower": -0.09145493398214243,
              "upper": 0.06623432425251431
            },
            {
              "event_time": -7,
              "estimate": 0.018411002985803993,
              "se": 0.03798074016331267,
              "pvalue": 0.6278799152678726,
              "lower": -0.05604958770486414,
              "upper": 0.09287159367647212
            },
            {
              "event_time": -6,
              "estimate": -0.007010124471968897,
              "se": 0.04288748233717469,
              "pvalue": 0.8701683229160486,
              "lower": -0.09109029916920403,
              "upper": 0.07707005022526622
            },
            {
              "event_time": -5,
              "estimate": -0.010072374420766219,
              "se": 0.035836600097051245,
              "pvalue": 0.7786741082945077,
              "lower": -0.08032941522876064,
              "upper": 0.06018466638722819
            },
            {
              "event_time": -4,
              "estimate": -0.016849400948800462,
              "se": 0.03149045089444719,
              "pvalue": 0.5926317430893224,
              "lower": -0.07858589067052957,
              "upper": 0.04488708877292865
            },
            {
              "event_time": -3,
              "estimate": -0.0089506767440225,
              "se": 0.026960620597891408,
              "pvalue": 0.7399114559613196,
              "lower": -0.06180651174023271,
              "upper": 0.04390515825218771
            },
            {
              "event_time": -2,
              "estimate": 0.0010626474298144528,
              "se": 0.01997675731586636,
              "pvalue": 0.9575795080558475,
              "lower": -0.03810144319684377,
              "upper": 0.04022673805647268
            },
            {
              "event_time": 0,
              "estimate": 0.04429133904648278,
              "se": 0.02540894502420543,
              "pvalue": 0.08137643636360901,
              "lower": -0.005522462559115857,
              "upper": 0.09410514065208142
            },
            {
              "event_time": 1,
              "estimate": 0.04581511343217043,
              "se": 0.02698387804971199,
              "pvalue": 0.08960036129600503,
              "lower": -0.007086317400062832,
              "upper": 0.09871654426440368
            },
            {
              "event_time": 2,
              "estimate": 0.09926818364593608,
              "se": 0.029699702086415706,
              "pvalue": 0.0008372548927036947,
              "lower": 0.04104242629675387,
              "upper": 0.1574939409951183
            },
            {
              "event_time": 3,
              "estimate": 0.10778129552522944,
              "se": 0.03252087495285493,
              "pvalue": 0.0009261491614771719,
              "lower": 0.0440246770824432,
              "upper": 0.17153791396801568
            },
            {
              "event_time": 4,
              "estimate": 0.17246939700949301,
              "se": 0.0362064624097607,
              "pvalue": 1.9615632875510867e-06,
              "lower": 0.10148724747112253,
              "upper": 0.2434515465478635
            },
            {
              "event_time": 5,
              "estimate": 0.18858818354154522,
              "se": 0.039482542425832996,
              "pvalue": 1.8395790942667393e-06,
              "lower": 0.11118333523275245,
              "upper": 0.26599303185033796
            },
            {
              "event_time": 6,
              "estimate": 0.09286427550835193,
              "se": 0.041896342260570166,
              "pvalue": 0.026704617102957653,
              "lower": 0.010727213958565532,
              "upper": 0.1750013370581383
            },
            {
              "event_time": 7,
              "estimate": 0.14620541635065135,
              "se": 0.05007777098530675,
              "pvalue": 0.0035222949815382518,
              "lower": 0.048028803888533506,
              "upper": 0.2443820288127692
            },
            {
              "event_time": 8,
              "estimate": 0.1804544175077458,
              "se": 0.061457088801942776,
              "pvalue": 0.0033384453555477,
              "lower": 0.059968847330738054,
              "upper": 0.30093998768475355
            },
            {
              "event_time": 9,
              "estimate": 0.2804802471077367,
              "se": 0.06935662482722645,
              "pvalue": 5.340559130204116e-05,
              "lower": 0.1445077718284159,
              "upper": 0.41645272238705755
            },
            {
              "event_time": 10,
              "estimate": 0.41540288559943667,
              "se": 0.15174746524342403,
              "pvalue": 0.006215479758094947,
              "lower": 0.11790457858246589,
              "upper": 0.7129011926164075
            },
            {
              "event_time": 11,
              "estimate": 0.5510803689341748,
              "se": 0.15997186365577862,
              "pvalue": 0.000576495578023231,
              "lower": 0.23745826966812994,
              "upper": 0.8647024682002196
            },
            {
              "event_time": 12,
              "estimate": 0.9825590993236988,
              "se": 0.43776727957729983,
              "pvalue": 0.02484928039023563,
              "lower": 0.12432384423883425,
              "upper": 1.8407943544085632
            }
          ],
          "BJS / did2s": [
            {
              "event_time": -11,
              "estimate": 0.08605640796138678,
              "se": 0.1771853244033329,
              "pvalue": 0.6272131742734403,
              "lower": -0.2613123863290904,
              "upper": 0.433425202251864
            },
            {
              "event_time": -10,
              "estimate": -0.006308309985357622,
              "se": 0.06990263909942837,
              "pvalue": 0.9280970878027943,
              "lower": -0.14335123689513304,
              "upper": 0.13073461692441782
            },
            {
              "event_time": -9,
              "estimate": -0.03307240888806257,
              "se": 0.03246131639834494,
              "pvalue": 0.3083398311174899,
              "lower": -0.09671226380463979,
              "upper": 0.030567446028514654
            },
            {
              "event_time": -8,
              "estimate": -0.03293603019313748,
              "se": 0.01931741709337271,
              "pvalue": 0.08826394619976495,
              "lower": -0.07080749560443941,
              "upper": 0.00493543521816444
            },
            {
              "event_time": -7,
              "estimate": -0.0008652615714340998,
              "se": 0.01797236286032626,
              "pvalue": 0.9616035763556886,
              "lower": -0.03609977119217023,
              "upper": 0.034369248049302026
            },
            {
              "event_time": -6,
              "estimate": -0.00984289635878348,
              "se": 0.018245175448968427,
              "pvalue": 0.5895823704425818,
              "lower": -0.04561225038778546,
              "upper": 0.0259264576702185
            },
            {
              "event_time": -5,
              "estimate": -0.0014871867395055325,
              "se": 0.012858069032254444,
              "pvalue": 0.907925701796205,
              "lower": -0.026695210889805494,
              "upper": 0.02372083741079443
            },
            {
              "event_time": -4,
              "estimate": -0.005923239073072025,
              "se": 0.009231177900040945,
              "pvalue": 0.5211288369681077,
              "lower": -0.024020805267204324,
              "upper": 0.012174327121060275
            },
            {
              "event_time": -3,
              "estimate": 0.000565075361755211,
              "se": 0.010082954490670084,
              "pvalue": 0.9553102891398934,
              "lower": -0.019202384252094935,
              "upper": 0.020332534975605356
            },
            {
              "event_time": -2,
              "estimate": 0.01664916724569004,
              "se": 0.00978612466291426,
              "pvalue": 0.0889540085915851,
              "lower": -0.0025363625738940784,
              "upper": 0.03583469706527416
            },
            {
              "event_time": -1,
              "estimate": 0.004906783020119751,
              "se": 0.007319693339766668,
              "pvalue": 0.5026662357230074,
              "lower": -0.009443350426727703,
              "upper": 0.019256916466967207
            },
            {
              "event_time": 0,
              "estimate": 0.06566523263052702,
              "se": 0.02561470910326598,
              "pvalue": 0.010391716208218433,
              "lower": 0.01544803407152806,
              "upper": 0.11588243118952599
            },
            {
              "event_time": 1,
              "estimate": 0.0656912903850077,
              "se": 0.031237924543472854,
              "pvalue": 0.03552605681643324,
              "lower": 0.004449874249987447,
              "upper": 0.12693270652002797
            },
            {
              "event_time": 2,
              "estimate": 0.11909758047328711,
              "se": 0.03886726230382469,
              "pvalue": 0.0021951501104405485,
              "lower": 0.04289897830735438,
              "upper": 0.19529618263921983
            },
            {
              "event_time": 3,
              "estimate": 0.12784483497234198,
              "se": 0.039006684158960594,
              "pvalue": 0.001055088610228245,
              "lower": 0.0513728986469387,
              "upper": 0.20431677129774525
            },
            {
              "event_time": 4,
              "estimate": 0.19507079255406592,
              "se": 0.043970444940667826,
              "pvalue": 9.362213336315149e-06,
              "lower": 0.10886748821782774,
              "upper": 0.28127409689030414
            },
            {
              "event_time": 5,
              "estimate": 0.21230638920916692,
              "se": 0.0487496913185428,
              "pvalue": 1.3595932263240278e-05,
              "lower": 0.11673345419109822,
              "upper": 0.30787932422723563
            },
            {
              "event_time": 6,
              "estimate": 0.12064776151372289,
              "se": 0.04902178560273895,
              "pvalue": 0.013887657691085475,
              "lower": 0.024541390310954203,
              "upper": 0.21675413271649158
            },
            {
              "event_time": 7,
              "estimate": 0.17912790876847431,
              "se": 0.059301973825599395,
              "pvalue": 0.0025366401967876575,
              "lower": 0.0628674045974166,
              "upper": 0.295388412939532
            },
            {
              "event_time": 8,
              "estimate": 0.23246303977875576,
              "se": 0.07870553975729049,
              "pvalue": 0.0031571205817759306,
              "lower": 0.07816217687412491,
              "upper": 0.3867639026833866
            },
            {
              "event_time": 9,
              "estimate": 0.3385077021912855,
              "se": 0.10218763208281126,
              "pvalue": 0.000931481838357913,
              "lower": 0.13817059940052343,
              "upper": 0.5388448049820476
            },
            {
              "event_time": 10,
              "estimate": 0.5341374556420913,
              "se": 0.32431504973486774,
              "pvalue": 0.09963273162885754,
              "lower": -0.10167664564438106,
              "upper": 1.1699515569285635
            },
            {
              "event_time": 11,
              "estimate": 0.7115443824178458,
              "se": 0.3298551227359791,
              "pvalue": 0.031046531620390106,
              "lower": 0.06486906288342997,
              "upper": 1.3582197019522617
            },
            {
              "event_time": 12,
              "estimate": 0.8923629541145673,
              "se": 0.7112097488333284,
              "pvalue": 0.20964768005491888,
              "lower": -0.5019515793932613,
              "upper": 2.286677487622396
            }
          ],
          "Sun\u2013Abraham": [
            {
              "event_time": -11,
              "estimate": 0.12245957662390129,
              "se": 0.22808657834439713,
              "pvalue": 0.591363135484732,
              "lower": -0.3247002543617588,
              "upper": 0.5696194076095614
            },
            {
              "event_time": -10,
              "estimate": 0.0200331270924898,
              "se": 0.1005171416956176,
              "pvalue": 0.8420364670875001,
              "lower": -0.17702900790041792,
              "upper": 0.21709526208539753
            },
            {
              "event_time": -9,
              "estimate": 0.004469627007424346,
              "se": 0.05880871368348997,
              "pvalue": 0.939420193803812,
              "lower": -0.11082384910183934,
              "upper": 0.11976310311668803
            },
            {
              "event_time": -8,
              "estimate": 0.010363256077251096,
              "se": 0.04232078147096626,
              "pvalue": 0.8065650351256691,
              "lower": -0.07260591127622634,
              "upper": 0.09333242343072853
            },
            {
              "event_time": -7,
              "estimate": 0.027845607684007026,
              "se": 0.039405328168888566,
              "pvalue": 0.47982265291038617,
              "lower": -0.04940786339629831,
              "upper": 0.10509907876431236
            },
            {
              "event_time": -6,
              "estimate": -0.03162839782999394,
              "se": 0.043350107400091716,
              "pvalue": 0.46566984141157475,
              "lower": -0.11661554104087545,
              "upper": 0.05335874538088757
            },
            {
              "event_time": -5,
              "estimate": -0.03928125339599229,
              "se": 0.0361253459585665,
              "pvalue": 0.2769350826348911,
              "lower": -0.11010437552087163,
              "upper": 0.03154186872888704
            },
            {
              "event_time": -4,
              "estimate": -0.04755100116484817,
              "se": 0.031815463856142465,
              "pvalue": 0.1350910736030872,
              "lower": -0.10992467323231077,
              "upper": 0.014822670902614424
            },
            {
              "event_time": -3,
              "estimate": -0.03561597483005066,
              "se": 0.02662191000455269,
              "pvalue": 0.18101366956058787,
              "lower": -0.0878077735082549,
              "upper": 0.01657582384815358
            },
            {
              "event_time": -2,
              "estimate": -0.007944657007868396,
              "se": 0.020952882381908226,
              "pvalue": 0.7045809118477014,
              "lower": -0.049022424110891145,
              "upper": 0.03313311009515436
            },
            {
              "event_time": 0,
              "estimate": 0.03414662174217486,
              "se": 0.02569440957660694,
              "pvalue": 0.18393030434054897,
              "lower": -0.01622682822998183,
              "upper": 0.08452007171433154
            },
            {
              "event_time": 1,
              "estimate": 0.03459455057385095,
              "se": 0.026930335181515348,
              "pvalue": 0.1989992172722565,
              "lower": -0.018201910382175272,
              "upper": 0.08739101152987716
            },
            {
              "event_time": 2,
              "estimate": 0.08850530388772365,
              "se": 0.029334015650527307,
              "pvalue": 0.002565632564156149,
              "lower": 0.030996468533919443,
              "upper": 0.14601413924152787
            },
            {
              "event_time": 3,
              "estimate": 0.09485763040921956,
              "se": 0.03166501036098278,
              "pvalue": 0.002753197315594659,
              "lower": 0.0327789198425833,
              "upper": 0.15693634097585582
            },
            {
              "event_time": 4,
              "estimate": 0.1600414715924047,
              "se": 0.03524778213599781,
              "pvalue": 5.757167563828015e-06,
              "lower": 0.09093879831386839,
              "upper": 0.229144144870941
            },
            {
              "event_time": 5,
              "estimate": 0.16820487194694192,
              "se": 0.03873960127198122,
              "pvalue": 1.4428696633872131e-05,
              "lower": 0.09225654704781261,
              "upper": 0.24415319684607123
            },
            {
              "event_time": 6,
              "estimate": 0.06552074966840776,
              "se": 0.04190020224248406,
              "pvalue": 0.11794936208923479,
              "lower": -0.016623879309820733,
              "upper": 0.14766537864663626
            },
            {
              "event_time": 7,
              "estimate": 0.12170405098306501,
              "se": 0.05002499686636946,
              "pvalue": 0.015017981919559246,
              "lower": 0.023630901277395658,
              "upper": 0.21977720068873435
            },
            {
              "event_time": 8,
              "estimate": 0.1754290126905753,
              "se": 0.06639151592452225,
              "pvalue": 0.008261568836476952,
              "lower": 0.04526958263912967,
              "upper": 0.3055884427420209
            },
            {
              "event_time": 9,
              "estimate": 0.30160091584734183,
              "se": 0.08146077461132091,
              "pvalue": 0.0002160804529665093,
              "lower": 0.14189846219328184,
              "upper": 0.4613033695014018
            },
            {
              "event_time": 10,
              "estimate": 0.5662141415588446,
              "se": 0.22708794730681145,
              "pvalue": 0.012688792346603332,
              "lower": 0.12101210962135822,
              "upper": 1.0114161734963312
            },
            {
              "event_time": 11,
              "estimate": 0.7266872813695018,
              "se": 0.24514095752827242,
              "pvalue": 0.0030487390908028283,
              "lower": 0.24609263204081677,
              "upper": 1.2072819306981868
            },
            {
              "event_time": 12,
              "estimate": 0.9420698214401726,
              "se": 0.516892025381092,
              "pvalue": 0.06843442368061438,
              "lower": -0.071288142824814,
              "upper": 1.9554277857051592
            }
          ]
        },
        "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
          ],
          "weights": [
            0.12889572912658714,
            0.1281262023855329,
            0.12774143901500576,
            0.12120046171604464,
            0.11542901115813775,
            0.10465563678337822,
            0.09349749903809157,
            0.08811081185071182,
            0.04924971142747211,
            0.02847248941900731,
            0.007310504040015391,
            0.0061562139284340135,
            0.0011542901115813775
          ],
          "weighting": "observations"
        },
        "checks": {
          "did2s_vs_direct_imputation_max_post_difference": 1.0973979365502817e-06,
          "package_aggregate_vs_estimable_cell_weights": null,
          "saturated_vs_deviations_relative_rss_difference": 3.1295561901986153e-15
        },
        "inference": {
          "standard_errors": "Cluster-robust; did2s uses two-stage covariance",
          "confidence_intervals": "Pointwise t, clusters minus one degrees of freedom"
        },
        "f_test": {
          "F": 0.26038577177694705,
          "df_num": 61,
          "df_den": 52706,
          "pvalue": 0.9999999990888347,
          "log10_pvalue": -3.957140295648427e-10,
          "inference": "Homoskedastic nested-model F",
          "observations": 57469,
          "design_columns": 176,
          "restricted_design_columns": 115,
          "fixed_effect_rank": 4587,
          "covariance_rank": 61,
          "rss_unrestricted": 22086.709147841186,
          "rss_restricted": 22093.365220266638,
          "test_horizon": null,
          "reference_cohort": 2,
          "pyfixest": "0.27.0",
          "formulaic": "1.0.2",
          "formula": "y~i(rel_time,ref=-1.0)+i(rel_time,cohort_dummy_3,ref=-1.0)+i(rel_time,cohort_dummy_4,ref=-1.0)+i(rel_time,cohort_dummy_5,ref=-1.0)+i(rel_time,cohort_dummy_6,ref=-1.0)+i(rel_time,cohort_dummy_7,ref=-1.0)+i(rel_time,cohort_dummy_8,ref=-1.0)+i(rel_time,cohort_dummy_9,ref=-1.0)+i(rel_time,cohort_dummy_10,ref=-1.0)+i(rel_time,cohort_dummy_11,ref=-1.0)+i(rel_time,cohort_dummy_12,ref=-1.0)+x0+x1+x2+x3+x4+x5+x6+x7+x8+x9+x10+x11+x12+x13+x14+x15+x16+x17+x18+x19+x20+x21+x22+x23+x24+x25+x26+x27+x28+x29+x30+x31+x32+x33+x34+x35+x36+x37|unit_fe+time_fe",
          "restriction_names": [
            "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_3",
            "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_3",
            "C(rel_time, contr.treatment(base=-1.0))[T.3.0]:cohort_dummy_3",
            "C(rel_time, contr.treatment(base=-1.0))[T.4.0]:cohort_dummy_3",
            "C(rel_time, contr.treatment(base=-1.0))[T.5.0]:cohort_dummy_3",
            "C(rel_time, contr.treatment(base=-1.0))[T.6.0]:cohort_dummy_3",
            "C(rel_time, contr.treatment(base=-1.0))[T.7.0]:cohort_dummy_3",
            "C(rel_time, contr.treatment(base=-1.0))[T.8.0]:cohort_dummy_3",
            "C(rel_time, contr.treatment(base=-1.0))[T.9.0]:cohort_dummy_3",
            "C(rel_time, contr.treatment(base=-1.0))[T.10.0]:cohort_dummy_3",
            "C(rel_time, contr.treatment(base=-1.0))[T.11.0]:cohort_dummy_3",
            "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_4",
            "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_4",
            "C(rel_time, contr.treatment(base=-1.0))[T.3.0]:cohort_dummy_4",
            "C(rel_time, contr.treatment(base=-1.0))[T.4.0]:cohort_dummy_4",
            "C(rel_time, contr.treatment(base=-1.0))[T.5.0]:cohort_dummy_4",
            "C(rel_time, contr.treatment(base=-1.0))[T.6.0]:cohort_dummy_4",
            "C(rel_time, contr.treatment(base=-1.0))[T.7.0]:cohort_dummy_4",
            "C(rel_time, contr.treatment(base=-1.0))[T.8.0]:cohort_dummy_4",
            "C(rel_time, contr.treatment(base=-1.0))[T.9.0]:cohort_dummy_4",
            "C(rel_time, contr.treatment(base=-1.0))[T.10.0]:cohort_dummy_4",
            "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_5",
            "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_5",
            "C(rel_time, contr.treatment(base=-1.0))[T.3.0]:cohort_dummy_5",
            "C(rel_time, contr.treatment(base=-1.0))[T.4.0]:cohort_dummy_5",
            "C(rel_time, contr.treatment(base=-1.0))[T.5.0]:cohort_dummy_5",
            "C(rel_time, contr.treatment(base=-1.0))[T.6.0]:cohort_dummy_5",
            "C(rel_time, contr.treatment(base=-1.0))[T.7.0]:cohort_dummy_5",
            "C(rel_time, contr.treatment(base=-1.0))[T.8.0]:cohort_dummy_5",
            "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_6",
            "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_6",
            "C(rel_time, contr.treatment(base=-1.0))[T.3.0]:cohort_dummy_6",
            "C(rel_time, contr.treatment(base=-1.0))[T.4.0]:cohort_dummy_6",
            "C(rel_time, contr.treatment(base=-1.0))[T.5.0]:cohort_dummy_6",
            "C(rel_time, contr.treatment(base=-1.0))[T.6.0]:cohort_dummy_6",
            "C(rel_time, contr.treatment(base=-1.0))[T.7.0]:cohort_dummy_6",
            "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_7",
            "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_7",
            "C(rel_time, contr.treatment(base=-1.0))[T.3.0]:cohort_dummy_7",
            "C(rel_time, contr.treatment(base=-1.0))[T.4.0]:cohort_dummy_7",
            "C(rel_time, contr.treatment(base=-1.0))[T.5.0]:cohort_dummy_7",
            "C(rel_time, contr.treatment(base=-1.0))[T.6.0]:cohort_dummy_7",
            "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_8",
            "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_8",
            "C(rel_time, contr.treatment(base=-1.0))[T.3.0]:cohort_dummy_8",
            "C(rel_time, contr.treatment(base=-1.0))[T.4.0]:cohort_dummy_8",
            "C(rel_time, contr.treatment(base=-1.0))[T.5.0]:cohort_dummy_8",
            "C(rel_time, contr.treatment(base=-1.0))[T.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.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.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.1.0]:cohort_dummy_12",
            "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_12"
          ],
          "deviations": [
            {
              "event_time": -2.0,
              "cohort": 3,
              "estimate": 0.15169544493105638
            },
            {
              "event_time": 0.0,
              "cohort": 3,
              "estimate": 0.30461024052423186
            },
            {
              "event_time": 1.0,
              "cohort": 3,
              "estimate": 0.2069764330418185
            },
            {
              "event_time": 2.0,
              "cohort": 3,
              "estimate": 0.21112316351750943
            },
            {
              "event_time": 3.0,
              "cohort": 3,
              "estimate": 0.3517954185634778
            },
            {
              "event_time": 4.0,
              "cohort": 3,
              "estimate": 0.6048187248064867
            },
            {
              "event_time": 5.0,
              "cohort": 3,
              "estimate": 0.49731883534559784
            },
            {
              "event_time": 6.0,
              "cohort": 3,
              "estimate": 0.41632453808719677
            },
            {
              "event_time": 7.0,
              "cohort": 3,
              "estimate": 0.3987952282341708
            },
            {
              "event_time": 8.0,
              "cohort": 3,
              "estimate": 0.44057998637840745
            },
            {
              "event_time": 9.0,
              "cohort": 3,
              "estimate": 0.2968696046998415
            },
            {
              "event_time": 10.0,
              "cohort": 3,
              "estimate": 0.20660776552385654
            },
            {
              "event_time": 11.0,
              "cohort": 3,
              "estimate": 0.09111744484244552
            },
            {
              "event_time": -3.0,
              "cohort": 4,
              "estimate": 0.23050250606673112
            },
            {
              "event_time": -2.0,
              "cohort": 4,
              "estimate": 0.12012532815050506
            },
            {
              "event_time": 0.0,
              "cohort": 4,
              "estimate": 0.2933184785070245
            },
            {
              "event_time": 1.0,
              "cohort": 4,
              "estimate": 0.049248322160237105
            },
            {
              "event_time": 2.0,
              "cohort": 4,
              "estimate": -0.07931310176984578
            },
            {
              "event_time": 3.0,
              "cohort": 4,
              "estimate": 0.0547141991838338
            },
            {
              "event_time": 4.0,
              "cohort": 4,
              "estimate": 0.15881565891608218
            },
            {
              "event_time": 5.0,
              "cohort": 4,
              "estimate": 0.12668353805667099
            },
            {
              "event_time": 6.0,
              "cohort": 4,
              "estimate": 0.10288568891385348
            },
            {
              "event_time": 7.0,
              "cohort": 4,
              "estimate": 0.3509023006724772
            },
            {
              "event_time": 8.0,
              "cohort": 4,
              "estimate": 0.1161259117065297
            },
            {
              "event_time": 9.0,
              "cohort": 4,
              "estimate": 0.15153162734706888
            },
            {
              "event_time": 10.0,
              "cohort": 4,
              "estimate": 0.04359816107960131
            },
            {
              "event_time": -4.0,
              "cohort": 5,
              "estimate": 0.06555065822673276
            },
            {
              "event_time": -3.0,
              "cohort": 5,
              "estimate": 0.057509896280316025
            },
            {
              "event_time": -2.0,
              "cohort": 5,
              "estimate": -0.022412626724134715
            },
            {
              "event_time": 0.0,
              "cohort": 5,
              "estimate": 0.289924003588838
            },
            {
              "event_time": 1.0,
              "cohort": 5,
              "estimate": 0.09366357929441323
            },
            {
              "event_time": 2.0,
              "cohort": 5,
              "estimate": 0.10735502913460773
            },
            {
              "event_time": 3.0,
              "cohort": 5,
              "estimate": 0.03211351936259542
            },
            {
              "event_time": 4.0,
              "cohort": 5,
              "estimate": 0.143160979208904
            },
            {
              "event_time": 5.0,
              "cohort": 5,
              "estimate": 0.08923800248172548
            },
            {
              "event_time": 6.0,
              "cohort": 5,
              "estimate": 0.047239601974646654
            },
            {
              "event_time": 7.0,
              "cohort": 5,
              "estimate": -0.020782157667184567
            },
            {
              "event_time": 8.0,
              "cohort": 5,
              "estimate": -0.027869024281760163
            },
            {
              "event_time": -5.0,
              "cohort": 6,
              "estimate": -0.21147883059752898
            },
            {
              "event_time": -4.0,
              "cohort": 6,
              "estimate": -0.0035330246304204616
            },
            {
              "event_time": -3.0,
              "cohort": 6,
              "estimate": -0.028334613150844776
            },
            {
              "event_time": -2.0,
              "cohort": 6,
              "estimate": 0.024921274508353686
            },
            {
              "event_time": 0.0,
              "cohort": 6,
              "estimate": 0.33981900583716684
            },
            {
              "event_time": 1.0,
              "cohort": 6,
              "estimate": 0.16312439537521534
            },
            {
              "event_time": 2.0,
              "cohort": 6,
              "estimate": -0.09876137366558017
            },
            {
              "event_time": 3.0,
              "cohort": 6,
              "estimate": 0.058637792590738494
            },
            {
              "event_time": 4.0,
              "cohort": 6,
              "estimate": 0.17424412927219132
            },
            {
              "event_time": 5.0,
              "cohort": 6,
              "estimate": 0.09970082622332596
            },
            {
              "event_time": 6.0,
              "cohort": 6,
              "estimate": 0.0010361613723959828
            },
            {
              "event_time": 7.0,
              "cohort": 6,
              "estimate": -0.0130116711418133
            },
            {
              "event_time": -6.0,
              "cohort": 7,
              "estimate": -0.12941771713004468
            },
            {
              "event_time": -5.0,
              "cohort": 7,
              "estimate": -0.19478597974342204
            },
            {
              "event_time": -4.0,
              "cohort": 7,
              "estimate": -0.022640003856399027
            },
            {
              "event_time": -3.0,
              "cohort": 7,
              "estimate": 0.10369717630391914
            },
            {
              "event_time": -2.0,
              "cohort": 7,
              "estimate": 0.08403129429908102
            },
            {
              "event_time": 0.0,
              "cohort": 7,
              "estimate": 0.30879240056005747
            },
            {
              "event_time": 1.0,
              "cohort": 7,
              "estimate": -0.007962170131909745
            },
            {
              "event_time": 2.0,
              "cohort": 7,
              "estimate": -0.06296714826243494
            },
            {
              "event_time": 3.0,
              "cohort": 7,
              "estimate": 0.06733922718108673
            },
            {
              "event_time": 4.0,
              "cohort": 7,
              "estimate": 0.18875285039975442
            },
            {
              "event_time": 5.0,
              "cohort": 7,
              "estimate": 0.044623563720563586
            },
            {
              "event_time": 6.0,
              "cohort": 7,
              "estimate": -0.021256762584826776
            },
            {
              "event_time": -7.0,
              "cohort": 8,
              "estimate": -0.3083745585725514
            },
            {
              "event_time": -6.0,
              "cohort": 8,
              "estimate": -0.1514910012884847
            },
            {
              "event_time": -5.0,
              "cohort": 8,
              "estimate": -0.23724247436272922
            },
            {
              "event_time": -4.0,
              "cohort": 8,
              "estimate": 0.09568150052208789
            },
            {
              "event_time": -3.0,
              "cohort": 8,
              "estimate": 0.13847636402512228
            },
            {
              "event_time": -2.0,
              "cohort": 8,
              "estimate": 0.048268921538532766
            },
            {
              "event_time": 0.0,
              "cohort": 8,
              "estimate": 0.13923462979417825
            },
            {
              "event_time": 1.0,
              "cohort": 8,
              "estimate": -0.029868413962636467
            },
            {
              "event_time": 2.0,
              "cohort": 8,
              "estimate": -0.05387813902604153
            },
            {
              "event_time": 3.0,
              "cohort": 8,
              "estimate": -0.0009086997666159294
            },
            {
              "event_time": 4.0,
              "cohort": 8,
              "estimate": 0.13288059542680056
            },
            {
              "event_time": 5.0,
              "cohort": 8,
              "estimate": 0.0214523850909039
            },
            {
              "event_time": -8.0,
              "cohort": 9,
              "estimate": -0.07696504879321867
            },
            {
              "event_time": -7.0,
              "cohort": 9,
              "estimate": -0.1847323675925484
            },
            {
              "event_time": -6.0,
              "cohort": 9,
              "estimate": -0.05734776541994821
            },
            {
              "event_time": -5.0,
              "cohort": 9,
              "estimate": 0.0020743716570759546
            },
            {
              "event_time": -4.0,
              "cohort": 9,
              "estimate": 0.2526939754087579
            },
            {
              "event_time": -3.0,
              "cohort": 9,
              "estimate": 0.26462996315853987
            },
            {
              "event_time": -2.0,
              "cohort": 9,
              "estimate": 0.15345961873067276
            },
            {
              "event_time": 0.0,
              "cohort": 9,
              "estimate": 0.3280615673597975
            },
            {
              "event_time": 1.0,
              "cohort": 9,
              "estimate": 0.16090511533800542
            },
            {
              "event_time": 2.0,
              "cohort": 9,
              "estimate": 0.057004331864567805
            },
            {
              "event_time": 3.0,
              "cohort": 9,
              "estimate": 0.11127599767707771
            },
            {
              "event_time": 4.0,
              "cohort": 9,
              "estimate": 0.17328586211765157
            },
            {
              "event_time": 5.0,
              "cohort": 9,
              "estimate": 0.10996464122613622
            },
            {
              "event_time": -9.0,
              "cohort": 10,
              "estimate": -0.14382608632666338
            },
            {
              "event_time": -8.0,
              "cohort": 10,
              "estimate": -0.09381472148801741
            },
            {
              "event_time": -7.0,
              "cohort": 10,
              "estimate": -0.2599885367871581
            },
            {
              "event_time": -6.0,
              "cohort": 10,
              "estimate": 0.14027476094403402
            },
            {
              "event_time": -5.0,
              "cohort": 10,
              "estimate": 0.06718070999801773
            },
            {
              "event_time": -4.0,
              "cohort": 10,
              "estimate": 0.2382641680647343
            },
            {
              "event_time": -3.0,
              "cohort": 10,
              "estimate": 0.2686517698807865
            },
            {
              "event_time": -2.0,
              "cohort": 10,
              "estimate": 0.02922461650032994
            },
            {
              "event_time": 0.0,
              "cohort": 10,
              "estimate": 0.26760305943351087
            },
            {
              "event_time": 1.0,
              "cohort": 10,
              "estimate": 0.059709206290468345
            },
            {
              "event_time": 2.0,
              "cohort": 10,
              "estimate": -0.03700703656313885
            },
            {
              "event_time": 3.0,
              "cohort": 10,
              "estimate": 0.021007368548003155
            },
            {
              "event_time": 4.0,
              "cohort": 10,
              "estimate": 0.1411815254485026
            },
            {
              "event_time": -10.0,
              "cohort": 11,
              "estimate": -0.16722239474927245
            },
            {
              "event_time": -9.0,
              "cohort": 11,
              "estimate": -0.18125590729193003
            },
            {
              "event_time": -8.0,
              "cohort": 11,
              "estimate": -0.15845882378836518
            },
            {
              "event_time": -7.0,
              "cohort": 11,
              "estimate": -0.14644421966303162
            },
            {
              "event_time": -6.0,
              "cohort": 11,
              "estimate": 0.06205036778999397
            },
            {
              "event_time": -5.0,
              "cohort": 11,
              "estimate": 0.07987080297896708
            },
            {
              "event_time": -4.0,
              "cohort": 11,
              "estimate": 0.24703716674246298
            },
            {
              "event_time": -3.0,
              "cohort": 11,
              "estimate": 0.09225906716389105
            },
            {
              "event_time": -2.0,
              "cohort": 11,
              "estimate": 0.06679234195926334
            },
            {
              "event_time": 0.0,
              "cohort": 11,
              "estimate": 0.2650972059911819
            },
            {
              "event_time": 1.0,
              "cohort": 11,
              "estimate": 0.06370513108849754
            },
            {
              "event_time": 2.0,
              "cohort": 11,
              "estimate": -0.06804691657911485
            },
            {
              "event_time": 3.0,
              "cohort": 11,
              "estimate": 0.03698196557529734
            },
            {
              "event_time": 0.0,
              "cohort": 12,
              "estimate": 0.21064668466506226
            },
            {
              "event_time": 1.0,
              "cohort": 12,
              "estimate": 0.03765581932644335
            },
            {
              "event_time": 2.0,
              "cohort": 12,
              "estimate": -0.01174633179689552
            }
          ]
        }
      }
    },
    "alternative_models": {
      "y__d": [
        {
          "method": "CS-DID",
          "status": "unidentified",
          "reason": "UnidentifiedTarget: CS-DID cannot estimate 84 observed post-treatment group-time cells with the configured controls; no target cells were dropped. See csdid-group-time.json and package log."
        },
        {
          "method": "SDID",
          "status": "unsupported",
          "reason": "sdid: this adapter does not implement covariate adjustment; controls retained."
        },
        {
          "method": "Matrix completion",
          "status": "unsupported",
          "reason": "matrix-completion: this adapter does not implement covariate adjustment; controls retained."
        },
        {
          "method": "Horizontal ridge",
          "status": "unsupported",
          "reason": "horizontal-ridge: this adapter does not implement covariate adjustment; controls retained."
        },
        {
          "method": "Multisynth (cohort-averaged)",
          "status": "unsupported",
          "reason": "multisynth-cohort: this adapter does not implement covariate adjustment; controls retained."
        },
        {
          "method": "Multisynth (individual)",
          "status": "unsupported",
          "reason": "multisynth-individual: this adapter does not implement covariate adjustment; controls retained."
        }
      ]
    },
    "combined_table": [
      {
        "Outcome / treatment": "y__d",
        "Estimator": "Static TWFE",
        "Estimate (SDs)": 0.11403111786293177,
        "SE": 0.025594978126613068,
        "Aggregation": "Coefficient",
        "Event study": "No",
        "Status": "estimated",
        "Note": ""
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "Dynamic TWFE",
        "Estimate (SDs)": 0.12296935840232034,
        "SE": 0.03352309575899088,
        "Aggregation": "observations",
        "Event study": "Yes",
        "Status": "estimated",
        "Note": ""
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "BJS / did2s",
        "Estimate (SDs)": 0.14979072521810174,
        "SE": 0.0438413651784031,
        "Aggregation": "observations",
        "Event study": "Yes",
        "Status": "estimated",
        "Note": ""
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "Sun\u2013Abraham",
        "Estimate (SDs)": 0.11149042348562194,
        "SE": 0.03364151270020587,
        "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": "unidentified",
        "Note": "UnidentifiedTarget: CS-DID cannot estimate 84 observed post-treatment group-time cells with the configured controls; no target cells were dropped. See csdid-group-time.json and package log."
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "SDID",
        "Estimate (SDs)": null,
        "SE": null,
        "Aggregation": "Treated cells",
        "Event study": "No",
        "Status": "unsupported",
        "Note": "sdid: this adapter does not implement covariate adjustment; controls retained."
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "Matrix completion",
        "Estimate (SDs)": null,
        "SE": null,
        "Aggregation": "Treated cells",
        "Event study": "No",
        "Status": "unsupported",
        "Note": "matrix-completion: this adapter does not implement covariate adjustment; controls retained."
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "Horizontal ridge",
        "Estimate (SDs)": null,
        "SE": null,
        "Aggregation": "Treated cells",
        "Event study": "No",
        "Status": "unsupported",
        "Note": "horizontal-ridge: this adapter does not implement covariate adjustment; controls retained."
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "Multisynth (cohort-averaged)",
        "Estimate (SDs)": null,
        "SE": null,
        "Aggregation": "Treated cells",
        "Event study": "No",
        "Status": "unsupported",
        "Note": "multisynth-cohort: this adapter does not implement covariate adjustment; controls retained."
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "Multisynth (individual)",
        "Estimate (SDs)": null,
        "SE": null,
        "Aggregation": "Treated cells",
        "Event study": "No",
        "Status": "unsupported",
        "Note": "multisynth-individual: this adapter does not implement covariate adjustment; controls retained."
      }
    ],
    "adapter_sha256": {
      "validate_template.py": "9c8cc9bb42c9d4eb4f48bfa0a6ee09498fe83516d08aa9f26a49c21c4686618a",
      "mtgpax_worker.py": "7279b1b2aaa3f5909cd39ac1964d2e9c75907219011fe661a015511131affa85",
      "csdid_general.py": "07619c3b3dfee796ae9e4842afdbc6e367a74cece254ede73f7c403dfc924f6d",
      "runner.py": "3d6f87d28c1a24f0efe21b6d9b06d77866b0d16abcfdaaaef47465cc9cc1078e",
      "matrix_inputs.py": "3f675276f9022147996dd5b62762721be2dd436d5db171491a286b05628176ae",
      "csdid_model.py": "b9fd5536d4886e99a707d2b162db5b11da3ff463930eca5b7590d27500096a3f",
      "multisynth_model.R": "3ae0740c5b75b14f563dacc9961688e8286655866a6b435045a3ef6f453c1604",
      "csdid_streaming.py": "378198e98c44bd46862601bdcb514b19d9ea4038cddc38dad7fdba9b0aa0216b",
      "multisynth_sparse.R": "f9ab3d8d7f7b52a79ccd694c7173f626276a0830f23bb79e527c88c0f0292540",
      "matrix_models.py": "dc7188bf9bf709f0803169dfc3b1198e8b9d2b79d5904ebc5f010a48edde2ee2",
      "csdid_aggregations.py": "cbed0fb13450d9398f9a59d53dbfdf8e275a74daa01158c38c0f3396a3e8c6ee",
      "bootstrap_matrix.py": "a55b171313d43a703063c87e668021b75eb3153fa30795b9ae3d9e2721d9b9d0",
      "eligibility.py": "f0eb686ff3f13e89c8f3d85f49890601c4a7f9a611a2938753be599b8ceac9a6"
    }
  }
}
