{
  "study_id": 22,
  "specification_id": "S22-P050",
  "source_specification_id": "REXER-T1-PB-SPILLS-C2",
  "role": "active_comparison",
  "published_source_location": "",
  "outcome_label": "",
  "outcome_variable": "",
  "treatment_label": "",
  "unit_fixed_effects": "",
  "time_fixed_effects": "",
  "allowed_adjustments": "",
  "published_weights": "",
  "published_clustering": "",
  "panel_structure": "",
  "design": "",
  "descriptive_metadata_status": "not_recorded_in_exported_source_metadata",
  "title": "Corruption as a Local Advantage",
  "status": "ready",
  "reason": "",
  "config": "analyses/full-archive/configs/S22-P050.json",
  "input_bytes": 492506,
  "specification_type": "twfe_scalar",
  "run_status": "completed",
  "expanded_status": "processed",
  "expanded_reason": null,
  "regression_result": {
    "schema": "did-replication-v2",
    "config": {
      "outcomes": [
        "y"
      ],
      "treatments": [
        "d"
      ],
      "unit": "unit",
      "time": "time",
      "cluster": "cluster",
      "covariates": [],
      "baseline_by_time": [
        "cntrd_lat",
        "dist_coast_km",
        "dist_niger_km",
        "dist_capital_km"
      ],
      "weight": null,
      "period_step": 1,
      "period_values": null,
      "display_window": [
        -10,
        10
      ],
      "seed": 20261008,
      "panelview_max_units": 100,
      "test_mode": "classical",
      "test_horizon": null,
      "post_horizon": null,
      "post_weighting": "observations",
      "sample_query": null,
      "reversal_policy": "drop_post_untreated",
      "labels": {
        "y": "",
        "d": ""
      },
      "allow_repeated_cells": true,
      "time_fe": null,
      "unit_fe": null,
      "frequency_weights": false,
      "source_sd": null,
      "require_never_control_periods": false,
      "latest_cohort_control": true,
      "slug": "s22-p050",
      "study_id": 22,
      "study": "Corruption as a Local Advantage",
      "citation": "Rexer (2025), AER. https://doi.org/10.1257/aer.20220528",
      "description": "REXER-T1-PB-SPILLS-C2",
      "source_specification_id": "REXER-T1-PB-SPILLS-C2",
      "specification_id": "S22-P050",
      "data": "repl-archives/twfe-microdata-replication-private/outputs/expansion_nigerian_oil_2026_10_06/validation/native_inputs/REXER-T1-PB-SPILLS-C2.csv",
      "output_dir": "analyses/full-archive/results/S22-P050"
    },
    "source": {
      "file": "REXER-T1-PB-SPILLS-C2.csv",
      "bytes": 492506,
      "sha256": "97c01ca241a346846c05b57dc949df7e14f843b9d37f2a3fa50f4fdef98968a7"
    },
    "versions": {
      "pyfixest": "0.60.0",
      "polars": "2.0.0",
      "duckreg": "0.4.1",
      "numpy": "2.5.3",
      "pandas": "3.0.6"
    },
    "specifications": {
      "y__d": {
        "sample": {
          "outcome": "y",
          "treatment": "d",
          "source_rows": 3183,
          "source_sd": 9.624386552239383,
          "rows": 2895,
          "units": 271,
          "clusters": 271,
          "treated_units": 56,
          "never_treated_units": 215,
          "treated_cohorts": 8,
          "latest_cohort_control_index": null,
          "unique_unit_period_cells": 2895,
          "unsupported_prediction_rows_removed": 0,
          "rows_without_never_control_time_fe_removed": 0,
          "initially_treated_units_removed": 38,
          "post_adoption_untreated_rows_removed": 0,
          "units_without_minus_one_removed": 0,
          "additional_rows_removed": 5
        },
        "estimates": [
          {
            "method": "Static TWFE",
            "estimate": 0.106052751043436,
            "se": 0.08556206429156468,
            "pvalue": 0.21624283525647486,
            "lower": -0.062400901819274046,
            "upper": 0.27450640390614606
          },
          {
            "method": "Dynamic TWFE",
            "estimate": 0.18736106780806172,
            "se": 0.06812558203644324,
            "pvalue": 0.00635778810840857,
            "lower": 0.05323616978864271,
            "upper": 0.32148596582748074
          },
          {
            "method": "BJS / did2s",
            "estimate": 0.16806002508059664,
            "se": 0.08174110620142931,
            "pvalue": 0.040743474300057016,
            "lower": 0.007129032558633924,
            "upper": 0.32899101760255933
          },
          {
            "method": "Sun\u2013Abraham",
            "estimate": 0.20027928776966455,
            "se": 0.06294930414374943,
            "pvalue": 0.001635733753958374,
            "lower": 0.07634538883934452,
            "upper": 0.32421318669998456
          }
        ],
        "event_studies": {
          "Dynamic TWFE": [
            {
              "event_time": -10,
              "estimate": 0.051262381496817236,
              "se": 0.34295524605680927,
              "pvalue": 0.8812923873061229,
              "lower": -0.6239441419202977,
              "upper": 0.7264689049139322
            },
            {
              "event_time": -9,
              "estimate": 0.19702143840352196,
              "se": 0.14937182041772054,
              "pvalue": 0.18828665648502999,
              "lower": -0.09706016180628543,
              "upper": 0.4911030386133294
            },
            {
              "event_time": -8,
              "estimate": 0.3017223383363054,
              "se": 0.2194822510259727,
              "pvalue": 0.1703641444862043,
              "lower": -0.13039190797110184,
              "upper": 0.7338365846437127
            },
            {
              "event_time": -7,
              "estimate": -0.006303698174755129,
              "se": 0.18086646138715073,
              "pvalue": 0.9722228896373171,
              "lower": -0.36239160177178836,
              "upper": 0.3497842054222781
            },
            {
              "event_time": -6,
              "estimate": 0.09117654099987076,
              "se": 0.13343187652454955,
              "pvalue": 0.4949912130633324,
              "lower": -0.17152267266440746,
              "upper": 0.353875754664149
            },
            {
              "event_time": -5,
              "estimate": -0.009726748777641623,
              "se": 0.13795280477031338,
              "pvalue": 0.9438416869684016,
              "lower": -0.2813267163406801,
              "upper": 0.2618732187853969
            },
            {
              "event_time": -4,
              "estimate": -0.009010265566382009,
              "se": 0.1188163838738305,
              "pvalue": 0.9396077000854932,
              "lower": -0.24293465775122522,
              "upper": 0.2249141266184612
            },
            {
              "event_time": -3,
              "estimate": 0.15914049214727433,
              "se": 0.12402267449465441,
              "pvalue": 0.20053757203948822,
              "lower": -0.08503398785632571,
              "upper": 0.40331497215087436
            },
            {
              "event_time": -2,
              "estimate": -0.012199374634025914,
              "se": 0.06444201163323854,
              "pvalue": 0.8499938209402412,
              "lower": -0.13907209968246187,
              "upper": 0.11467335041441006
            },
            {
              "event_time": 0,
              "estimate": 0.037992847018088506,
              "se": 0.061981458350214964,
              "pvalue": 0.5404113705261034,
              "lower": -0.0840355677390924,
              "upper": 0.16002126177526943
            },
            {
              "event_time": 1,
              "estimate": -0.03395917903480179,
              "se": 0.08360990454286477,
              "pvalue": 0.684945177524574,
              "lower": -0.1985694412154047,
              "upper": 0.13065108314580115
            },
            {
              "event_time": 2,
              "estimate": 0.08111051160178372,
              "se": 0.10636959096601734,
              "pvalue": 0.4464065484275337,
              "lower": -0.12830877134911234,
              "upper": 0.2905297945526798
            },
            {
              "event_time": 3,
              "estimate": 0.35535772257378867,
              "se": 0.09529641074201008,
              "pvalue": 0.00023427657972683523,
              "lower": 0.16773919528471037,
              "upper": 0.542976249862867
            },
            {
              "event_time": 4,
              "estimate": 0.5066019191304209,
              "se": 0.10476930740647035,
              "pvalue": 2.234049180840269e-06,
              "lower": 0.30033325688338275,
              "upper": 0.712870581377459
            },
            {
              "event_time": 5,
              "estimate": 0.5883615646517065,
              "se": 0.10852506739354699,
              "pvalue": 1.3120459218553422e-07,
              "lower": 0.3746986033734675,
              "upper": 0.8020245259299456
            },
            {
              "event_time": 6,
              "estimate": 0.961282225629671,
              "se": 0.16827698811334196,
              "pvalue": 2.9351349378385636e-08,
              "lower": 0.6299803388047884,
              "upper": 1.2925841124545536
            },
            {
              "event_time": 7,
              "estimate": 0.8676368058787197,
              "se": 0.13378185167591825,
              "pvalue": 4.198237127561905e-10,
              "lower": 0.604248564978512,
              "upper": 1.1310250467789276
            }
          ],
          "BJS / did2s": [
            {
              "event_time": -10,
              "estimate": -0.02675655287733272,
              "se": 0.31101138262657585,
              "pvalue": 0.9315057084425242,
              "lower": -0.6390723486580311,
              "upper": 0.5855592429033657
            },
            {
              "event_time": -9,
              "estimate": 0.07897498159514786,
              "se": 0.07892108585227411,
              "pvalue": 0.3178761022364943,
              "lower": -0.0764039858220489,
              "upper": 0.23435394901234463
            },
            {
              "event_time": -8,
              "estimate": 0.17135944559098376,
              "se": 0.11716675730979693,
              "pvalue": 0.14476009826197428,
              "lower": -0.059317179924463975,
              "upper": 0.40203607110643147
            },
            {
              "event_time": -7,
              "estimate": -0.07448542688297781,
              "se": 0.0867734330121417,
              "pvalue": 0.3914386519487786,
              "lower": -0.2453240091841533,
              "upper": 0.09635315541819771
            },
            {
              "event_time": -6,
              "estimate": 0.0032303327488493773,
              "se": 0.06652753966851005,
              "pvalue": 0.9613087755664625,
              "lower": -0.12774835700015674,
              "upper": 0.1342090224978555
            },
            {
              "event_time": -5,
              "estimate": -0.05466997070231151,
              "se": 0.06161014944062217,
              "pvalue": 0.37567844698423875,
              "lower": -0.17596735655457688,
              "upper": 0.06662741514995385
            },
            {
              "event_time": -4,
              "estimate": -0.047901747216053614,
              "se": 0.054754641175903326,
              "pvalue": 0.3824365466049036,
              "lower": -0.15570208365764646,
              "upper": 0.05989858922553923
            },
            {
              "event_time": -3,
              "estimate": 0.0926334997735778,
              "se": 0.05762411899681132,
              "pvalue": 0.10910308025832359,
              "lower": -0.020816233100215617,
              "upper": 0.20608323264737122
            },
            {
              "event_time": -2,
              "estimate": -0.050970355527582376,
              "se": 0.05174584438491199,
              "pvalue": 0.32549928659402444,
              "lower": -0.15284700587814132,
              "upper": 0.05090629482297655
            },
            {
              "event_time": -1,
              "estimate": -0.023858926016096255,
              "se": 0.066816040242502,
              "pvalue": 0.7213079962772876,
              "lower": -0.1554056125279706,
              "upper": 0.10768776049577809
            },
            {
              "event_time": 0,
              "estimate": -0.013453175228906551,
              "se": 0.07404352254342306,
              "pvalue": 0.855960141282692,
              "lower": -0.1592292495503357,
              "upper": 0.13232289909252262
            },
            {
              "event_time": 1,
              "estimate": -0.086330585646609,
              "se": 0.08975154089116516,
              "pvalue": 0.3369684297815568,
              "lower": -0.26303243404584403,
              "upper": 0.09037126275262602
            },
            {
              "event_time": 2,
              "estimate": 0.07233183018295351,
              "se": 0.12282963323419041,
              "pvalue": 0.5564345747876731,
              "lower": -0.16949380328444968,
              "upper": 0.3141574636503567
            },
            {
              "event_time": 3,
              "estimate": 0.37024778243575934,
              "se": 0.12036992635902942,
              "pvalue": 0.0023140296865559475,
              "lower": 0.13326479286110338,
              "upper": 0.6072307720104153
            },
            {
              "event_time": 4,
              "estimate": 0.5117365590236789,
              "se": 0.13241764966533046,
              "pvalue": 0.00013944288434549891,
              "lower": 0.25103414406548064,
              "upper": 0.7724389739818771
            },
            {
              "event_time": 5,
              "estimate": 0.6624887867443303,
              "se": 0.11253057896167512,
              "pvalue": 1.1625565642769028e-08,
              "lower": 0.4409398182639305,
              "upper": 0.88403775522473
            },
            {
              "event_time": 6,
              "estimate": 0.9908256915040639,
              "se": 0.21091843097219906,
              "pvalue": 4.19504615069466e-06,
              "lower": 0.5755718001034903,
              "upper": 1.4060795829046375
            },
            {
              "event_time": 7,
              "estimate": 0.7217850675120521,
              "se": 0.1528368817450117,
              "pvalue": 3.7470942529127724e-06,
              "lower": 0.42088149260109137,
              "upper": 1.0226886424230128
            }
          ],
          "Sun\u2013Abraham": [
            {
              "event_time": -10,
              "estimate": 0.8065349699606096,
              "se": 0.18415207968152042,
              "pvalue": 1.7015957855332918e-05,
              "lower": 0.4439783771356835,
              "upper": 1.1690915627855356
            },
            {
              "event_time": -9,
              "estimate": 0.0300130359676513,
              "se": 0.1673609385302405,
              "pvalue": 0.8578121612007252,
              "lower": -0.2994853424945653,
              "upper": 0.35951141442986795
            },
            {
              "event_time": -8,
              "estimate": 0.1495283241878987,
              "se": 0.2486991990938564,
              "pvalue": 0.5481834656919813,
              "lower": -0.3401079287270598,
              "upper": 0.6391645771028571
            },
            {
              "event_time": -7,
              "estimate": -0.1771671940680368,
              "se": 0.21910596917064787,
              "pvalue": 0.4194621308391127,
              "lower": -0.6085406207895651,
              "upper": 0.2542062326534915
            },
            {
              "event_time": -6,
              "estimate": 0.007126929073188987,
              "se": 0.14369012653621824,
              "pvalue": 0.960478378869046,
              "lower": -0.27576861459729374,
              "upper": 0.29002247274367177
            },
            {
              "event_time": -5,
              "estimate": -0.0810428238696929,
              "se": 0.12055964032015207,
              "pvalue": 0.5020173048750763,
              "lower": -0.3183993202082958,
              "upper": 0.15631367246891004
            },
            {
              "event_time": -4,
              "estimate": -0.0422050293089867,
              "se": 0.1077087762478091,
              "pvalue": 0.6954826354881672,
              "lower": -0.25426088554087645,
              "upper": 0.16985082692290301
            },
            {
              "event_time": -3,
              "estimate": 0.1326361480175235,
              "se": 0.11175318785944148,
              "pvalue": 0.23632338276365278,
              "lower": -0.0873823013951271,
              "upper": 0.3526545974301741
            },
            {
              "event_time": -2,
              "estimate": -0.03238716650927016,
              "se": 0.07108481085493204,
              "pvalue": 0.649034462754458,
              "lower": -0.17233816173962552,
              "upper": 0.10756382872108518
            },
            {
              "event_time": 0,
              "estimate": 0.01331359931378076,
              "se": 0.06245358134654881,
              "pvalue": 0.8313506252230501,
              "lower": -0.10964432601553772,
              "upper": 0.13627152464309925
            },
            {
              "event_time": 1,
              "estimate": -0.08986700438407169,
              "se": 0.0840658172204794,
              "pvalue": 0.2860209903877479,
              "lower": -0.2553748624392774,
              "upper": 0.07564085367113399
            },
            {
              "event_time": 2,
              "estimate": 0.11308049498345171,
              "se": 0.10438133681074951,
              "pvalue": 0.27962394640027705,
              "lower": -0.09242433501393671,
              "upper": 0.31858532498084013
            },
            {
              "event_time": 3,
              "estimate": 0.43270093071452786,
              "se": 0.08225973245556473,
              "pvalue": 2.9329728055181046e-07,
              "lower": 0.2707488725169883,
              "upper": 0.5946529889120674
            },
            {
              "event_time": 4,
              "estimate": 0.5822803443904183,
              "se": 0.08644717347170569,
              "pvalue": 9.80225099913113e-11,
              "lower": 0.4120840982907219,
              "upper": 0.7524765904901147
            },
            {
              "event_time": 5,
              "estimate": 0.6472287184945625,
              "se": 0.10141436377445985,
              "pvalue": 7.575626229417036e-10,
              "lower": 0.4475652324390995,
              "upper": 0.8468922045500256
            },
            {
              "event_time": 6,
              "estimate": 1.112850803250654,
              "se": 0.15341387301817008,
              "pvalue": 4.2924914455380925e-12,
              "lower": 0.810811254255405,
              "upper": 1.4148903522459033
            },
            {
              "event_time": 7,
              "estimate": 1.1890336183706318,
              "se": 0.25359480131756085,
              "pvalue": 4.368399507604306e-06,
              "lower": 0.6897589575423766,
              "upper": 1.688308279198887
            }
          ]
        },
        "target": {
          "event_times": [
            0.0,
            1.0,
            2.0,
            3.0,
            4.0,
            5.0,
            6.0,
            7.0
          ],
          "weights": [
            0.25339366515837103,
            0.24434389140271492,
            0.14479638009049775,
            0.13574660633484162,
            0.13122171945701358,
            0.07239819004524888,
            0.013574660633484163,
            0.004524886877828055
          ],
          "weighting": "observations"
        },
        "checks": {
          "did2s_vs_direct_imputation_max_post_difference": 3.595019741897687e-07,
          "package_aggregate_vs_estimable_cell_weights": null,
          "saturated_vs_deviations_relative_rss_difference": 1.0836668010987729e-15
        },
        "inference": {
          "standard_errors": "Cluster-robust; did2s uses two-stage covariance",
          "confidence_intervals": "Pointwise t, clusters minus one degrees of freedom"
        },
        "f_test": {
          "F": 0.40114969575613557,
          "df_num": 21,
          "df_den": 2494,
          "pvalue": 0.9929672736576767,
          "log10_pvalue": -0.003065064801795164,
          "inference": "Homoskedastic nested-model F",
          "observations": 2895,
          "design_columns": 120,
          "restricted_design_columns": 99,
          "fixed_effect_rank": 281,
          "covariance_rank": 21,
          "rss_unrestricted": 1049.0940352361472,
          "rss_restricted": 1052.6376273829578,
          "test_horizon": null,
          "reference_cohort": 4,
          "pyfixest": "0.27.0",
          "formulaic": "1.0.2",
          "design_head": {
            "index": [
              0,
              1,
              2,
              3,
              4
            ],
            "columns": [
              "C(rel_time, contr.treatment(base=-1.0))[T.-10.0]",
              "C(rel_time, contr.treatment(base=-1.0))[T.-9.0]",
              "C(rel_time, contr.treatment(base=-1.0))[T.-8.0]",
              "C(rel_time, contr.treatment(base=-1.0))[T.-7.0]",
              "C(rel_time, contr.treatment(base=-1.0))[T.-6.0]",
              "C(rel_time, contr.treatment(base=-1.0))[T.-5.0]"
            ],
            "data": [
              [
                -0.007102272727272724,
                -0.07741477272727278,
                0.0014204545454545336,
                0.005681818181818184,
                -0.029474431818181795,
                -0.02911931818181818
              ],
              [
                0.0007102272726244227,
                0.0007647330866539602,
                -0.07611103770263562,
                0.0017573995771377996,
                0.009536590468599053,
                -0.02499504492605062
              ],
              [
                0.0007102272726244227,
                0.008516671071150082,
                0.0014083421423255948,
                -0.07576198026782341,
                0.005660621476351029,
                0.013764644996430079
              ],
              [
                0.0007102272726244227,
                0.008516671071150082,
                0.009160280126821723,
                0.0017573995771377965,
                -0.07185875836861025,
                0.009888676004182025
              ],
              [
                0.0007102272717775185,
                0.008516671070929346,
                0.009160280126589766,
                0.009509337561393404,
                0.0057369952492610015,
                -0.06680332129765942
              ]
            ]
          },
          "formula": "y~i(rel_time,ref=-1.0)+i(rel_time,cohort_dummy_5,ref=-1.0)+i(rel_time,cohort_dummy_6,ref=-1.0)+i(rel_time,cohort_dummy_7,ref=-1.0)+i(rel_time,cohort_dummy_8,ref=-1.0)+i(rel_time,cohort_dummy_9,ref=-1.0)+i(rel_time,cohort_dummy_10,ref=-1.0)+i(rel_time,cohort_dummy_11,ref=-1.0)+x0+x1+x2+x3+x4+x5+x6+x7+x8+x9+x10+x11+x12+x13+x14+x15+x16+x17+x18+x19+x20+x21+x22+x23+x24+x25+x26+x27+x28+x29+x30+x31+x32+x33+x34+x35+x36+x37+x38+x39|unit_fe+time_fe",
          "restriction_names": [
            "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_5",
            "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_5",
            "C(rel_time, contr.treatment(base=-1.0))[T.3.0]:cohort_dummy_5",
            "C(rel_time, contr.treatment(base=-1.0))[T.4.0]:cohort_dummy_5",
            "C(rel_time, contr.treatment(base=-1.0))[T.5.0]:cohort_dummy_5",
            "C(rel_time, contr.treatment(base=-1.0))[T.6.0]:cohort_dummy_5",
            "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_6",
            "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_6",
            "C(rel_time, contr.treatment(base=-1.0))[T.3.0]:cohort_dummy_6",
            "C(rel_time, contr.treatment(base=-1.0))[T.4.0]:cohort_dummy_6",
            "C(rel_time, contr.treatment(base=-1.0))[T.5.0]:cohort_dummy_6",
            "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_7",
            "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_7",
            "C(rel_time, contr.treatment(base=-1.0))[T.3.0]:cohort_dummy_7",
            "C(rel_time, contr.treatment(base=-1.0))[T.4.0]:cohort_dummy_7",
            "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_8",
            "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_8",
            "C(rel_time, contr.treatment(base=-1.0))[T.3.0]:cohort_dummy_8",
            "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_9",
            "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_9",
            "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_10"
          ],
          "deviations": [
            {
              "event_time": -4.0,
              "cohort": 5,
              "estimate": -0.8400017087146598
            },
            {
              "event_time": -3.0,
              "cohort": 5,
              "estimate": -1.7295378116726556
            },
            {
              "event_time": -2.0,
              "cohort": 5,
              "estimate": -0.3243382512262126
            },
            {
              "event_time": 0.0,
              "cohort": 5,
              "estimate": -0.33918919931680663
            },
            {
              "event_time": 1.0,
              "cohort": 5,
              "estimate": -0.33222914151973065
            },
            {
              "event_time": 2.0,
              "cohort": 5,
              "estimate": -0.25743749861876525
            },
            {
              "event_time": 3.0,
              "cohort": 5,
              "estimate": -0.5736258945675652
            },
            {
              "event_time": 4.0,
              "cohort": 5,
              "estimate": 0.2623025037409734
            },
            {
              "event_time": 5.0,
              "cohort": 5,
              "estimate": 0.05776918945988915
            },
            {
              "event_time": 6.0,
              "cohort": 5,
              "estimate": 0.07359326189489848
            },
            {
              "event_time": -5.0,
              "cohort": 6,
              "estimate": -1.0413822607368903
            },
            {
              "event_time": -4.0,
              "cohort": 6,
              "estimate": -1.7011600487704923
            },
            {
              "event_time": -3.0,
              "cohort": 6,
              "estimate": -1.4201750064086267
            },
            {
              "event_time": -2.0,
              "cohort": 6,
              "estimate": 0.006724051995550227
            },
            {
              "event_time": 0.0,
              "cohort": 6,
              "estimate": -0.004662394917776279
            },
            {
              "event_time": 1.0,
              "cohort": 6,
              "estimate": -0.30555509493599375
            },
            {
              "event_time": 2.0,
              "cohort": 6,
              "estimate": -0.5282957804358045
            },
            {
              "event_time": 3.0,
              "cohort": 6,
              "estimate": -0.2914416464839818
            },
            {
              "event_time": 4.0,
              "cohort": 6,
              "estimate": 0.10011104307755654
            },
            {
              "event_time": 5.0,
              "cohort": 6,
              "estimate": -0.19995050428657268
            },
            {
              "event_time": -6.0,
              "cohort": 7,
              "estimate": -0.17460882545215184
            },
            {
              "event_time": -5.0,
              "cohort": 7,
              "estimate": -1.110008838154667
            },
            {
              "event_time": -4.0,
              "cohort": 7,
              "estimate": -1.1272870392590097
            },
            {
              "event_time": -3.0,
              "cohort": 7,
              "estimate": -0.9174102084242467
            },
            {
              "event_time": -2.0,
              "cohort": 7,
              "estimate": -0.08264282670003875
            },
            {
              "event_time": 0.0,
              "cohort": 7,
              "estimate": -0.3231868424683308
            },
            {
              "event_time": 1.0,
              "cohort": 7,
              "estimate": -0.8750331969569716
            },
            {
              "event_time": 2.0,
              "cohort": 7,
              "estimate": -0.2193279955811429
            },
            {
              "event_time": 3.0,
              "cohort": 7,
              "estimate": -0.3174711128136025
            },
            {
              "event_time": 4.0,
              "cohort": 7,
              "estimate": 0.29915180632399874
            },
            {
              "event_time": -7.0,
              "cohort": 8,
              "estimate": -0.9711315391365277
            },
            {
              "event_time": -6.0,
              "cohort": 8,
              "estimate": -1.2732054703325153
            },
            {
              "event_time": -5.0,
              "cohort": 8,
              "estimate": -1.8412683760325166
            },
            {
              "event_time": -4.0,
              "cohort": 8,
              "estimate": -1.5302845092291268
            },
            {
              "event_time": -3.0,
              "cohort": 8,
              "estimate": -1.7145654620451278
            },
            {
              "event_time": -2.0,
              "cohort": 8,
              "estimate": -0.28031896202922224
            },
            {
              "event_time": 0.0,
              "cohort": 8,
              "estimate": -0.43319599331551795
            },
            {
              "event_time": 1.0,
              "cohort": 8,
              "estimate": -0.3402307819529391
            },
            {
              "event_time": 2.0,
              "cohort": 8,
              "estimate": -0.6045489415136529
            },
            {
              "event_time": 3.0,
              "cohort": 8,
              "estimate": -0.666009483484469
            },
            {
              "event_time": -8.0,
              "cohort": 9,
              "estimate": -1.3686608302286356
            },
            {
              "event_time": -7.0,
              "cohort": 9,
              "estimate": -1.0664759480698045
            },
            {
              "event_time": -6.0,
              "cohort": 9,
              "estimate": -1.3374089033363818
            },
            {
              "event_time": -5.0,
              "cohort": 9,
              "estimate": -1.9687439125012771
            },
            {
              "event_time": -4.0,
              "cohort": 9,
              "estimate": -1.815479471970392
            },
            {
              "event_time": -3.0,
              "cohort": 9,
              "estimate": -1.2833791703839452
            },
            {
              "event_time": -2.0,
              "cohort": 9,
              "estimate": -0.20403292195314443
            },
            {
              "event_time": 0.0,
              "cohort": 9,
              "estimate": -0.19768860547831613
            },
            {
              "event_time": 1.0,
              "cohort": 9,
              "estimate": -0.9301275316612053
            },
            {
              "event_time": 2.0,
              "cohort": 9,
              "estimate": -0.6786320692789402
            },
            {
              "event_time": -9.0,
              "cohort": 10,
              "estimate": -1.166711893036477
            },
            {
              "event_time": -8.0,
              "cohort": 10,
              "estimate": -0.603726890112297
            },
            {
              "event_time": -7.0,
              "cohort": 10,
              "estimate": -1.0271111426605861
            },
            {
              "event_time": -6.0,
              "cohort": 10,
              "estimate": -1.1402710810216306
            },
            {
              "event_time": -5.0,
              "cohort": 10,
              "estimate": -1.8086825177888828
            },
            {
              "event_time": -4.0,
              "cohort": 10,
              "estimate": -1.3265185441787983
            },
            {
              "event_time": -3.0,
              "cohort": 10,
              "estimate": -1.3966808975332745
            },
            {
              "event_time": -2.0,
              "cohort": 10,
              "estimate": -0.2802108702180697
            },
            {
              "event_time": 0.0,
              "cohort": 10,
              "estimate": -0.7157363053513651
            },
            {
              "event_time": 1.0,
              "cohort": 10,
              "estimate": -0.7099980921009664
            },
            {
              "event_time": -3.0,
              "cohort": 11,
              "estimate": -0.8073208265758597
            },
            {
              "event_time": -2.0,
              "cohort": 11,
              "estimate": 0.17681509777102722
            },
            {
              "event_time": 0.0,
              "cohort": 11,
              "estimate": 0.2082685014456408
            }
          ]
        }
      }
    },
    "code_sha256": {
      "replication_engine.py": "4d1c3ebb7851c82ad64d9ac8e54247610500cbb6d72e579ec3a30184da092d06",
      "reference_f_test.py": "9cf8f31eeda89784ac1750ea22c35401ae46e24e06279acf938d2d103b78cccf",
      "sparse_did2s.py": "75169d7fbba6e1bad163e564ac9b5b1262a04033eda925dc379dc3eef64c59fa",
      "frequency.py": "8f922ae4be2b63ad9b89515d8e665cda4e11a354258b54ef3b820648243642eb",
      "sparse_models.py": "7c15e11678a92a15a1449529a9d5f84b6508338c54cf3d6ce25067b0b5f700e0"
    }
  },
  "comparison": {
    "schema": "expensive-replication-v1",
    "config": {
      "outcomes": [
        "y"
      ],
      "treatments": [
        "d"
      ],
      "unit": "unit",
      "time": "time",
      "cluster": "cluster",
      "covariates": [],
      "baseline_by_time": [
        "cntrd_lat",
        "dist_coast_km",
        "dist_niger_km",
        "dist_capital_km"
      ],
      "weight": null,
      "period_step": 1,
      "period_values": null,
      "display_window": [
        -10,
        10
      ],
      "seed": 20261008,
      "panelview_max_units": 100,
      "test_mode": "classical",
      "test_horizon": null,
      "post_horizon": null,
      "post_weighting": "observations",
      "sample_query": null,
      "reversal_policy": "drop_post_untreated",
      "labels": {
        "y": "",
        "d": ""
      },
      "allow_repeated_cells": true,
      "time_fe": null,
      "unit_fe": null,
      "frequency_weights": false,
      "source_sd": null,
      "require_never_control_periods": false,
      "latest_cohort_control": true,
      "slug": "s22-p050",
      "study_id": 22,
      "study": "Corruption as a Local Advantage",
      "citation": "Rexer (2025), AER. https://doi.org/10.1257/aer.20220528",
      "description": "REXER-T1-PB-SPILLS-C2",
      "source_specification_id": "REXER-T1-PB-SPILLS-C2",
      "specification_id": "S22-P050",
      "data": "repl-archives/twfe-microdata-replication-private/outputs/expansion_nigerian_oil_2026_10_06/validation/native_inputs/REXER-T1-PB-SPILLS-C2.csv",
      "output_dir": "analyses/archive-expanded/fits/S22-P050"
    },
    "options": {
      "output_dir": "analyses/archive-expanded/fits/S22-P050",
      "regression_results": "analyses/archive-expanded/baselines/S22-P050.json",
      "display_window": [
        -10,
        10
      ],
      "timeout_seconds": 3600
    },
    "source": {
      "file": "REXER-T1-PB-SPILLS-C2.csv",
      "bytes": 492506,
      "sha256": "97c01ca241a346846c05b57dc949df7e14f843b9d37f2a3fa50f4fdef98968a7"
    },
    "regressions": {
      "y__d": {
        "sample": {
          "outcome": "y",
          "treatment": "d",
          "source_rows": 3183,
          "source_sd": 9.624386552239383,
          "rows": 2895,
          "units": 271,
          "clusters": 271,
          "treated_units": 56,
          "never_treated_units": 215,
          "treated_cohorts": 8,
          "latest_cohort_control_index": null,
          "unique_unit_period_cells": 2895,
          "unsupported_prediction_rows_removed": 0,
          "rows_without_never_control_time_fe_removed": 0,
          "initially_treated_units_removed": 38,
          "post_adoption_untreated_rows_removed": 0,
          "units_without_minus_one_removed": 0,
          "additional_rows_removed": 5
        },
        "estimates": [
          {
            "method": "Static TWFE",
            "estimate": 0.106052751043436,
            "se": 0.08556206429156468,
            "pvalue": 0.21624283525647486,
            "lower": -0.062400901819274046,
            "upper": 0.27450640390614606
          },
          {
            "method": "Dynamic TWFE",
            "estimate": 0.18736106780806172,
            "se": 0.06812558203644324,
            "pvalue": 0.00635778810840857,
            "lower": 0.05323616978864271,
            "upper": 0.32148596582748074
          },
          {
            "method": "BJS / did2s",
            "estimate": 0.16806002508059664,
            "se": 0.08174110620142931,
            "pvalue": 0.040743474300057016,
            "lower": 0.007129032558633924,
            "upper": 0.32899101760255933
          },
          {
            "method": "Sun\u2013Abraham",
            "estimate": 0.20027928776966455,
            "se": 0.06294930414374943,
            "pvalue": 0.001635733753958374,
            "lower": 0.07634538883934452,
            "upper": 0.32421318669998456
          }
        ],
        "event_studies": {
          "Dynamic TWFE": [
            {
              "event_time": -10,
              "estimate": 0.051262381496817236,
              "se": 0.34295524605680927,
              "pvalue": 0.8812923873061229,
              "lower": -0.6239441419202977,
              "upper": 0.7264689049139322
            },
            {
              "event_time": -9,
              "estimate": 0.19702143840352196,
              "se": 0.14937182041772054,
              "pvalue": 0.18828665648502999,
              "lower": -0.09706016180628543,
              "upper": 0.4911030386133294
            },
            {
              "event_time": -8,
              "estimate": 0.3017223383363054,
              "se": 0.2194822510259727,
              "pvalue": 0.1703641444862043,
              "lower": -0.13039190797110184,
              "upper": 0.7338365846437127
            },
            {
              "event_time": -7,
              "estimate": -0.006303698174755129,
              "se": 0.18086646138715073,
              "pvalue": 0.9722228896373171,
              "lower": -0.36239160177178836,
              "upper": 0.3497842054222781
            },
            {
              "event_time": -6,
              "estimate": 0.09117654099987076,
              "se": 0.13343187652454955,
              "pvalue": 0.4949912130633324,
              "lower": -0.17152267266440746,
              "upper": 0.353875754664149
            },
            {
              "event_time": -5,
              "estimate": -0.009726748777641623,
              "se": 0.13795280477031338,
              "pvalue": 0.9438416869684016,
              "lower": -0.2813267163406801,
              "upper": 0.2618732187853969
            },
            {
              "event_time": -4,
              "estimate": -0.009010265566382009,
              "se": 0.1188163838738305,
              "pvalue": 0.9396077000854932,
              "lower": -0.24293465775122522,
              "upper": 0.2249141266184612
            },
            {
              "event_time": -3,
              "estimate": 0.15914049214727433,
              "se": 0.12402267449465441,
              "pvalue": 0.20053757203948822,
              "lower": -0.08503398785632571,
              "upper": 0.40331497215087436
            },
            {
              "event_time": -2,
              "estimate": -0.012199374634025914,
              "se": 0.06444201163323854,
              "pvalue": 0.8499938209402412,
              "lower": -0.13907209968246187,
              "upper": 0.11467335041441006
            },
            {
              "event_time": 0,
              "estimate": 0.037992847018088506,
              "se": 0.061981458350214964,
              "pvalue": 0.5404113705261034,
              "lower": -0.0840355677390924,
              "upper": 0.16002126177526943
            },
            {
              "event_time": 1,
              "estimate": -0.03395917903480179,
              "se": 0.08360990454286477,
              "pvalue": 0.684945177524574,
              "lower": -0.1985694412154047,
              "upper": 0.13065108314580115
            },
            {
              "event_time": 2,
              "estimate": 0.08111051160178372,
              "se": 0.10636959096601734,
              "pvalue": 0.4464065484275337,
              "lower": -0.12830877134911234,
              "upper": 0.2905297945526798
            },
            {
              "event_time": 3,
              "estimate": 0.35535772257378867,
              "se": 0.09529641074201008,
              "pvalue": 0.00023427657972683523,
              "lower": 0.16773919528471037,
              "upper": 0.542976249862867
            },
            {
              "event_time": 4,
              "estimate": 0.5066019191304209,
              "se": 0.10476930740647035,
              "pvalue": 2.234049180840269e-06,
              "lower": 0.30033325688338275,
              "upper": 0.712870581377459
            },
            {
              "event_time": 5,
              "estimate": 0.5883615646517065,
              "se": 0.10852506739354699,
              "pvalue": 1.3120459218553422e-07,
              "lower": 0.3746986033734675,
              "upper": 0.8020245259299456
            },
            {
              "event_time": 6,
              "estimate": 0.961282225629671,
              "se": 0.16827698811334196,
              "pvalue": 2.9351349378385636e-08,
              "lower": 0.6299803388047884,
              "upper": 1.2925841124545536
            },
            {
              "event_time": 7,
              "estimate": 0.8676368058787197,
              "se": 0.13378185167591825,
              "pvalue": 4.198237127561905e-10,
              "lower": 0.604248564978512,
              "upper": 1.1310250467789276
            }
          ],
          "BJS / did2s": [
            {
              "event_time": -10,
              "estimate": -0.02675655287733272,
              "se": 0.31101138262657585,
              "pvalue": 0.9315057084425242,
              "lower": -0.6390723486580311,
              "upper": 0.5855592429033657
            },
            {
              "event_time": -9,
              "estimate": 0.07897498159514786,
              "se": 0.07892108585227411,
              "pvalue": 0.3178761022364943,
              "lower": -0.0764039858220489,
              "upper": 0.23435394901234463
            },
            {
              "event_time": -8,
              "estimate": 0.17135944559098376,
              "se": 0.11716675730979693,
              "pvalue": 0.14476009826197428,
              "lower": -0.059317179924463975,
              "upper": 0.40203607110643147
            },
            {
              "event_time": -7,
              "estimate": -0.07448542688297781,
              "se": 0.0867734330121417,
              "pvalue": 0.3914386519487786,
              "lower": -0.2453240091841533,
              "upper": 0.09635315541819771
            },
            {
              "event_time": -6,
              "estimate": 0.0032303327488493773,
              "se": 0.06652753966851005,
              "pvalue": 0.9613087755664625,
              "lower": -0.12774835700015674,
              "upper": 0.1342090224978555
            },
            {
              "event_time": -5,
              "estimate": -0.05466997070231151,
              "se": 0.06161014944062217,
              "pvalue": 0.37567844698423875,
              "lower": -0.17596735655457688,
              "upper": 0.06662741514995385
            },
            {
              "event_time": -4,
              "estimate": -0.047901747216053614,
              "se": 0.054754641175903326,
              "pvalue": 0.3824365466049036,
              "lower": -0.15570208365764646,
              "upper": 0.05989858922553923
            },
            {
              "event_time": -3,
              "estimate": 0.0926334997735778,
              "se": 0.05762411899681132,
              "pvalue": 0.10910308025832359,
              "lower": -0.020816233100215617,
              "upper": 0.20608323264737122
            },
            {
              "event_time": -2,
              "estimate": -0.050970355527582376,
              "se": 0.05174584438491199,
              "pvalue": 0.32549928659402444,
              "lower": -0.15284700587814132,
              "upper": 0.05090629482297655
            },
            {
              "event_time": -1,
              "estimate": -0.023858926016096255,
              "se": 0.066816040242502,
              "pvalue": 0.7213079962772876,
              "lower": -0.1554056125279706,
              "upper": 0.10768776049577809
            },
            {
              "event_time": 0,
              "estimate": -0.013453175228906551,
              "se": 0.07404352254342306,
              "pvalue": 0.855960141282692,
              "lower": -0.1592292495503357,
              "upper": 0.13232289909252262
            },
            {
              "event_time": 1,
              "estimate": -0.086330585646609,
              "se": 0.08975154089116516,
              "pvalue": 0.3369684297815568,
              "lower": -0.26303243404584403,
              "upper": 0.09037126275262602
            },
            {
              "event_time": 2,
              "estimate": 0.07233183018295351,
              "se": 0.12282963323419041,
              "pvalue": 0.5564345747876731,
              "lower": -0.16949380328444968,
              "upper": 0.3141574636503567
            },
            {
              "event_time": 3,
              "estimate": 0.37024778243575934,
              "se": 0.12036992635902942,
              "pvalue": 0.0023140296865559475,
              "lower": 0.13326479286110338,
              "upper": 0.6072307720104153
            },
            {
              "event_time": 4,
              "estimate": 0.5117365590236789,
              "se": 0.13241764966533046,
              "pvalue": 0.00013944288434549891,
              "lower": 0.25103414406548064,
              "upper": 0.7724389739818771
            },
            {
              "event_time": 5,
              "estimate": 0.6624887867443303,
              "se": 0.11253057896167512,
              "pvalue": 1.1625565642769028e-08,
              "lower": 0.4409398182639305,
              "upper": 0.88403775522473
            },
            {
              "event_time": 6,
              "estimate": 0.9908256915040639,
              "se": 0.21091843097219906,
              "pvalue": 4.19504615069466e-06,
              "lower": 0.5755718001034903,
              "upper": 1.4060795829046375
            },
            {
              "event_time": 7,
              "estimate": 0.7217850675120521,
              "se": 0.1528368817450117,
              "pvalue": 3.7470942529127724e-06,
              "lower": 0.42088149260109137,
              "upper": 1.0226886424230128
            }
          ],
          "Sun\u2013Abraham": [
            {
              "event_time": -10,
              "estimate": 0.8065349699606096,
              "se": 0.18415207968152042,
              "pvalue": 1.7015957855332918e-05,
              "lower": 0.4439783771356835,
              "upper": 1.1690915627855356
            },
            {
              "event_time": -9,
              "estimate": 0.0300130359676513,
              "se": 0.1673609385302405,
              "pvalue": 0.8578121612007252,
              "lower": -0.2994853424945653,
              "upper": 0.35951141442986795
            },
            {
              "event_time": -8,
              "estimate": 0.1495283241878987,
              "se": 0.2486991990938564,
              "pvalue": 0.5481834656919813,
              "lower": -0.3401079287270598,
              "upper": 0.6391645771028571
            },
            {
              "event_time": -7,
              "estimate": -0.1771671940680368,
              "se": 0.21910596917064787,
              "pvalue": 0.4194621308391127,
              "lower": -0.6085406207895651,
              "upper": 0.2542062326534915
            },
            {
              "event_time": -6,
              "estimate": 0.007126929073188987,
              "se": 0.14369012653621824,
              "pvalue": 0.960478378869046,
              "lower": -0.27576861459729374,
              "upper": 0.29002247274367177
            },
            {
              "event_time": -5,
              "estimate": -0.0810428238696929,
              "se": 0.12055964032015207,
              "pvalue": 0.5020173048750763,
              "lower": -0.3183993202082958,
              "upper": 0.15631367246891004
            },
            {
              "event_time": -4,
              "estimate": -0.0422050293089867,
              "se": 0.1077087762478091,
              "pvalue": 0.6954826354881672,
              "lower": -0.25426088554087645,
              "upper": 0.16985082692290301
            },
            {
              "event_time": -3,
              "estimate": 0.1326361480175235,
              "se": 0.11175318785944148,
              "pvalue": 0.23632338276365278,
              "lower": -0.0873823013951271,
              "upper": 0.3526545974301741
            },
            {
              "event_time": -2,
              "estimate": -0.03238716650927016,
              "se": 0.07108481085493204,
              "pvalue": 0.649034462754458,
              "lower": -0.17233816173962552,
              "upper": 0.10756382872108518
            },
            {
              "event_time": 0,
              "estimate": 0.01331359931378076,
              "se": 0.06245358134654881,
              "pvalue": 0.8313506252230501,
              "lower": -0.10964432601553772,
              "upper": 0.13627152464309925
            },
            {
              "event_time": 1,
              "estimate": -0.08986700438407169,
              "se": 0.0840658172204794,
              "pvalue": 0.2860209903877479,
              "lower": -0.2553748624392774,
              "upper": 0.07564085367113399
            },
            {
              "event_time": 2,
              "estimate": 0.11308049498345171,
              "se": 0.10438133681074951,
              "pvalue": 0.27962394640027705,
              "lower": -0.09242433501393671,
              "upper": 0.31858532498084013
            },
            {
              "event_time": 3,
              "estimate": 0.43270093071452786,
              "se": 0.08225973245556473,
              "pvalue": 2.9329728055181046e-07,
              "lower": 0.2707488725169883,
              "upper": 0.5946529889120674
            },
            {
              "event_time": 4,
              "estimate": 0.5822803443904183,
              "se": 0.08644717347170569,
              "pvalue": 9.80225099913113e-11,
              "lower": 0.4120840982907219,
              "upper": 0.7524765904901147
            },
            {
              "event_time": 5,
              "estimate": 0.6472287184945625,
              "se": 0.10141436377445985,
              "pvalue": 7.575626229417036e-10,
              "lower": 0.4475652324390995,
              "upper": 0.8468922045500256
            },
            {
              "event_time": 6,
              "estimate": 1.112850803250654,
              "se": 0.15341387301817008,
              "pvalue": 4.2924914455380925e-12,
              "lower": 0.810811254255405,
              "upper": 1.4148903522459033
            },
            {
              "event_time": 7,
              "estimate": 1.1890336183706318,
              "se": 0.25359480131756085,
              "pvalue": 4.368399507604306e-06,
              "lower": 0.6897589575423766,
              "upper": 1.688308279198887
            }
          ]
        },
        "target": {
          "event_times": [
            0.0,
            1.0,
            2.0,
            3.0,
            4.0,
            5.0,
            6.0,
            7.0
          ],
          "weights": [
            0.25339366515837103,
            0.24434389140271492,
            0.14479638009049775,
            0.13574660633484162,
            0.13122171945701358,
            0.07239819004524888,
            0.013574660633484163,
            0.004524886877828055
          ],
          "weighting": "observations"
        },
        "checks": {
          "did2s_vs_direct_imputation_max_post_difference": 3.595019741897687e-07,
          "package_aggregate_vs_estimable_cell_weights": null,
          "saturated_vs_deviations_relative_rss_difference": 1.0836668010987729e-15
        },
        "inference": {
          "standard_errors": "Cluster-robust; did2s uses two-stage covariance",
          "confidence_intervals": "Pointwise t, clusters minus one degrees of freedom"
        },
        "f_test": {
          "F": 0.40114969575613557,
          "df_num": 21,
          "df_den": 2494,
          "pvalue": 0.9929672736576767,
          "log10_pvalue": -0.003065064801795164,
          "inference": "Homoskedastic nested-model F",
          "observations": 2895,
          "design_columns": 120,
          "restricted_design_columns": 99,
          "fixed_effect_rank": 281,
          "covariance_rank": 21,
          "rss_unrestricted": 1049.0940352361472,
          "rss_restricted": 1052.6376273829578,
          "test_horizon": null,
          "reference_cohort": 4,
          "pyfixest": "0.27.0",
          "formulaic": "1.0.2",
          "design_head": {
            "index": [
              0,
              1,
              2,
              3,
              4
            ],
            "columns": [
              "C(rel_time, contr.treatment(base=-1.0))[T.-10.0]",
              "C(rel_time, contr.treatment(base=-1.0))[T.-9.0]",
              "C(rel_time, contr.treatment(base=-1.0))[T.-8.0]",
              "C(rel_time, contr.treatment(base=-1.0))[T.-7.0]",
              "C(rel_time, contr.treatment(base=-1.0))[T.-6.0]",
              "C(rel_time, contr.treatment(base=-1.0))[T.-5.0]"
            ],
            "data": [
              [
                -0.007102272727272724,
                -0.07741477272727278,
                0.0014204545454545336,
                0.005681818181818184,
                -0.029474431818181795,
                -0.02911931818181818
              ],
              [
                0.0007102272726244227,
                0.0007647330866539602,
                -0.07611103770263562,
                0.0017573995771377996,
                0.009536590468599053,
                -0.02499504492605062
              ],
              [
                0.0007102272726244227,
                0.008516671071150082,
                0.0014083421423255948,
                -0.07576198026782341,
                0.005660621476351029,
                0.013764644996430079
              ],
              [
                0.0007102272726244227,
                0.008516671071150082,
                0.009160280126821723,
                0.0017573995771377965,
                -0.07185875836861025,
                0.009888676004182025
              ],
              [
                0.0007102272717775185,
                0.008516671070929346,
                0.009160280126589766,
                0.009509337561393404,
                0.0057369952492610015,
                -0.06680332129765942
              ]
            ]
          },
          "formula": "y~i(rel_time,ref=-1.0)+i(rel_time,cohort_dummy_5,ref=-1.0)+i(rel_time,cohort_dummy_6,ref=-1.0)+i(rel_time,cohort_dummy_7,ref=-1.0)+i(rel_time,cohort_dummy_8,ref=-1.0)+i(rel_time,cohort_dummy_9,ref=-1.0)+i(rel_time,cohort_dummy_10,ref=-1.0)+i(rel_time,cohort_dummy_11,ref=-1.0)+x0+x1+x2+x3+x4+x5+x6+x7+x8+x9+x10+x11+x12+x13+x14+x15+x16+x17+x18+x19+x20+x21+x22+x23+x24+x25+x26+x27+x28+x29+x30+x31+x32+x33+x34+x35+x36+x37+x38+x39|unit_fe+time_fe",
          "restriction_names": [
            "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_5",
            "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_5",
            "C(rel_time, contr.treatment(base=-1.0))[T.3.0]:cohort_dummy_5",
            "C(rel_time, contr.treatment(base=-1.0))[T.4.0]:cohort_dummy_5",
            "C(rel_time, contr.treatment(base=-1.0))[T.5.0]:cohort_dummy_5",
            "C(rel_time, contr.treatment(base=-1.0))[T.6.0]:cohort_dummy_5",
            "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_6",
            "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_6",
            "C(rel_time, contr.treatment(base=-1.0))[T.3.0]:cohort_dummy_6",
            "C(rel_time, contr.treatment(base=-1.0))[T.4.0]:cohort_dummy_6",
            "C(rel_time, contr.treatment(base=-1.0))[T.5.0]:cohort_dummy_6",
            "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_7",
            "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_7",
            "C(rel_time, contr.treatment(base=-1.0))[T.3.0]:cohort_dummy_7",
            "C(rel_time, contr.treatment(base=-1.0))[T.4.0]:cohort_dummy_7",
            "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_8",
            "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_8",
            "C(rel_time, contr.treatment(base=-1.0))[T.3.0]:cohort_dummy_8",
            "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_9",
            "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_9",
            "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_10"
          ],
          "deviations": [
            {
              "event_time": -4.0,
              "cohort": 5,
              "estimate": -0.8400017087146598
            },
            {
              "event_time": -3.0,
              "cohort": 5,
              "estimate": -1.7295378116726556
            },
            {
              "event_time": -2.0,
              "cohort": 5,
              "estimate": -0.3243382512262126
            },
            {
              "event_time": 0.0,
              "cohort": 5,
              "estimate": -0.33918919931680663
            },
            {
              "event_time": 1.0,
              "cohort": 5,
              "estimate": -0.33222914151973065
            },
            {
              "event_time": 2.0,
              "cohort": 5,
              "estimate": -0.25743749861876525
            },
            {
              "event_time": 3.0,
              "cohort": 5,
              "estimate": -0.5736258945675652
            },
            {
              "event_time": 4.0,
              "cohort": 5,
              "estimate": 0.2623025037409734
            },
            {
              "event_time": 5.0,
              "cohort": 5,
              "estimate": 0.05776918945988915
            },
            {
              "event_time": 6.0,
              "cohort": 5,
              "estimate": 0.07359326189489848
            },
            {
              "event_time": -5.0,
              "cohort": 6,
              "estimate": -1.0413822607368903
            },
            {
              "event_time": -4.0,
              "cohort": 6,
              "estimate": -1.7011600487704923
            },
            {
              "event_time": -3.0,
              "cohort": 6,
              "estimate": -1.4201750064086267
            },
            {
              "event_time": -2.0,
              "cohort": 6,
              "estimate": 0.006724051995550227
            },
            {
              "event_time": 0.0,
              "cohort": 6,
              "estimate": -0.004662394917776279
            },
            {
              "event_time": 1.0,
              "cohort": 6,
              "estimate": -0.30555509493599375
            },
            {
              "event_time": 2.0,
              "cohort": 6,
              "estimate": -0.5282957804358045
            },
            {
              "event_time": 3.0,
              "cohort": 6,
              "estimate": -0.2914416464839818
            },
            {
              "event_time": 4.0,
              "cohort": 6,
              "estimate": 0.10011104307755654
            },
            {
              "event_time": 5.0,
              "cohort": 6,
              "estimate": -0.19995050428657268
            },
            {
              "event_time": -6.0,
              "cohort": 7,
              "estimate": -0.17460882545215184
            },
            {
              "event_time": -5.0,
              "cohort": 7,
              "estimate": -1.110008838154667
            },
            {
              "event_time": -4.0,
              "cohort": 7,
              "estimate": -1.1272870392590097
            },
            {
              "event_time": -3.0,
              "cohort": 7,
              "estimate": -0.9174102084242467
            },
            {
              "event_time": -2.0,
              "cohort": 7,
              "estimate": -0.08264282670003875
            },
            {
              "event_time": 0.0,
              "cohort": 7,
              "estimate": -0.3231868424683308
            },
            {
              "event_time": 1.0,
              "cohort": 7,
              "estimate": -0.8750331969569716
            },
            {
              "event_time": 2.0,
              "cohort": 7,
              "estimate": -0.2193279955811429
            },
            {
              "event_time": 3.0,
              "cohort": 7,
              "estimate": -0.3174711128136025
            },
            {
              "event_time": 4.0,
              "cohort": 7,
              "estimate": 0.29915180632399874
            },
            {
              "event_time": -7.0,
              "cohort": 8,
              "estimate": -0.9711315391365277
            },
            {
              "event_time": -6.0,
              "cohort": 8,
              "estimate": -1.2732054703325153
            },
            {
              "event_time": -5.0,
              "cohort": 8,
              "estimate": -1.8412683760325166
            },
            {
              "event_time": -4.0,
              "cohort": 8,
              "estimate": -1.5302845092291268
            },
            {
              "event_time": -3.0,
              "cohort": 8,
              "estimate": -1.7145654620451278
            },
            {
              "event_time": -2.0,
              "cohort": 8,
              "estimate": -0.28031896202922224
            },
            {
              "event_time": 0.0,
              "cohort": 8,
              "estimate": -0.43319599331551795
            },
            {
              "event_time": 1.0,
              "cohort": 8,
              "estimate": -0.3402307819529391
            },
            {
              "event_time": 2.0,
              "cohort": 8,
              "estimate": -0.6045489415136529
            },
            {
              "event_time": 3.0,
              "cohort": 8,
              "estimate": -0.666009483484469
            },
            {
              "event_time": -8.0,
              "cohort": 9,
              "estimate": -1.3686608302286356
            },
            {
              "event_time": -7.0,
              "cohort": 9,
              "estimate": -1.0664759480698045
            },
            {
              "event_time": -6.0,
              "cohort": 9,
              "estimate": -1.3374089033363818
            },
            {
              "event_time": -5.0,
              "cohort": 9,
              "estimate": -1.9687439125012771
            },
            {
              "event_time": -4.0,
              "cohort": 9,
              "estimate": -1.815479471970392
            },
            {
              "event_time": -3.0,
              "cohort": 9,
              "estimate": -1.2833791703839452
            },
            {
              "event_time": -2.0,
              "cohort": 9,
              "estimate": -0.20403292195314443
            },
            {
              "event_time": 0.0,
              "cohort": 9,
              "estimate": -0.19768860547831613
            },
            {
              "event_time": 1.0,
              "cohort": 9,
              "estimate": -0.9301275316612053
            },
            {
              "event_time": 2.0,
              "cohort": 9,
              "estimate": -0.6786320692789402
            },
            {
              "event_time": -9.0,
              "cohort": 10,
              "estimate": -1.166711893036477
            },
            {
              "event_time": -8.0,
              "cohort": 10,
              "estimate": -0.603726890112297
            },
            {
              "event_time": -7.0,
              "cohort": 10,
              "estimate": -1.0271111426605861
            },
            {
              "event_time": -6.0,
              "cohort": 10,
              "estimate": -1.1402710810216306
            },
            {
              "event_time": -5.0,
              "cohort": 10,
              "estimate": -1.8086825177888828
            },
            {
              "event_time": -4.0,
              "cohort": 10,
              "estimate": -1.3265185441787983
            },
            {
              "event_time": -3.0,
              "cohort": 10,
              "estimate": -1.3966808975332745
            },
            {
              "event_time": -2.0,
              "cohort": 10,
              "estimate": -0.2802108702180697
            },
            {
              "event_time": 0.0,
              "cohort": 10,
              "estimate": -0.7157363053513651
            },
            {
              "event_time": 1.0,
              "cohort": 10,
              "estimate": -0.7099980921009664
            },
            {
              "event_time": -3.0,
              "cohort": 11,
              "estimate": -0.8073208265758597
            },
            {
              "event_time": -2.0,
              "cohort": 11,
              "estimate": 0.17681509777102722
            },
            {
              "event_time": 0.0,
              "cohort": 11,
              "estimate": 0.2082685014456408
            }
          ]
        }
      }
    },
    "alternative_models": {
      "y__d": [
        {
          "method": "CS-DID",
          "status": "unidentified",
          "reason": "UnidentifiedTarget: CS-DID cannot estimate 36 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)": 0.106052751043436,
        "SE": 0.08556206429156468,
        "Aggregation": "Coefficient",
        "Event study": "No",
        "Status": "estimated",
        "Note": ""
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "Dynamic TWFE",
        "Estimate (SDs)": 0.18736106780806172,
        "SE": 0.06812558203644324,
        "Aggregation": "observations",
        "Event study": "Yes",
        "Status": "estimated",
        "Note": ""
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "BJS / did2s",
        "Estimate (SDs)": 0.16806002508059664,
        "SE": 0.08174110620142931,
        "Aggregation": "observations",
        "Event study": "Yes",
        "Status": "estimated",
        "Note": ""
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "Sun\u2013Abraham",
        "Estimate (SDs)": 0.20027928776966455,
        "SE": 0.06294930414374943,
        "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 36 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": "acaff11c7459081dc8abf2f6a6eaf882aed70c073f4681e9f5ce6d63eae93e39",
      "mtgpax_worker.py": "7279b1b2aaa3f5909cd39ac1964d2e9c75907219011fe661a015511131affa85",
      "csdid_general.py": "07619c3b3dfee796ae9e4842afdbc6e367a74cece254ede73f7c403dfc924f6d",
      "runner.py": "323c276188b7dcbfdb13289dce290bf4da592dcb941e20a9d8026f8deda3690c",
      "csdid_model.py": "b9fd5536d4886e99a707d2b162db5b11da3ff463930eca5b7590d27500096a3f",
      "multisynth_model.R": "3ae0740c5b75b14f563dacc9961688e8286655866a6b435045a3ef6f453c1604",
      "csdid_streaming.py": "378198e98c44bd46862601bdcb514b19d9ea4038cddc38dad7fdba9b0aa0216b",
      "multisynth_sparse.R": "f9ab3d8d7f7b52a79ccd694c7173f626276a0830f23bb79e527c88c0f0292540",
      "matrix_models.py": "dc1afacddc30a8244338144e1f7647ff6026bcdf1fc2768ae21e6c5fa61a4c29",
      "csdid_aggregations.py": "cbed0fb13450d9398f9a59d53dbfdf8e275a74daa01158c38c0f3396a3e8c6ee",
      "bootstrap_matrix.py": "9815529a8ae1abb9440939848b5f003758a359e14d400747488c6af340bf6be4",
      "eligibility.py": "461b3e78aec184815c94c548d47f40b44dfc8ded01cf6bc911b5936538ae8e90"
    },
    "scalar_ranges": [
      {
        "Outcome / treatment": "y__d",
        "Estimator": "Static TWFE",
        "Estimate (SDs)": 0.106052751043436,
        "SE": 0.08556206429156468,
        "Aggregation": "Coefficient",
        "Event study": "No",
        "Status": "estimated",
        "Note": "",
        "lower": -0.062400901819274046,
        "upper": 0.27450640390614606,
        "ci_level": 0.95,
        "inference": "Configured-cluster regression interval"
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "Dynamic TWFE",
        "Estimate (SDs)": 0.18736106780806172,
        "SE": 0.06812558203644324,
        "Aggregation": "Treated cells",
        "Event study": "Yes",
        "Status": "estimated",
        "Note": "",
        "lower": 0.05323616978864271,
        "upper": 0.32148596582748074,
        "ci_level": 0.95,
        "inference": "Configured-cluster regression interval"
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "BJS / did2s",
        "Estimate (SDs)": 0.16806002508059664,
        "SE": 0.08174110620142931,
        "Aggregation": "Treated cells",
        "Event study": "Yes",
        "Status": "estimated",
        "Note": "",
        "lower": 0.007129032558633924,
        "upper": 0.32899101760255933,
        "ci_level": 0.95,
        "inference": "Configured-cluster regression interval"
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "Sun\u2013Abraham",
        "Estimate (SDs)": 0.20027928776966455,
        "SE": 0.06294930414374943,
        "Aggregation": "Treated cells",
        "Event study": "Yes",
        "Status": "estimated",
        "Note": "",
        "lower": 0.07634538883934452,
        "upper": 0.32421318669998456,
        "ci_level": 0.95,
        "inference": "Configured-cluster regression interval"
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "CS-DID (equal event-time)",
        "Estimate (SDs)": null,
        "SE": null,
        "Aggregation": "Equal post-event times",
        "Event study": "No",
        "Status": "unidentified",
        "Note": "UnidentifiedTarget: CS-DID cannot estimate 36 observed post-treatment group-time cells with the configured controls; no target cells were dropped. See csdid-group-time.json and package log.",
        "lower": null,
        "upper": null,
        "ci_level": null,
        "inference": "Not computed"
      },
      {
        "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.",
        "lower": null,
        "upper": null,
        "ci_level": null,
        "inference": "Not computed"
      },
      {
        "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.",
        "lower": null,
        "upper": null,
        "ci_level": null,
        "inference": "Not computed"
      },
      {
        "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.",
        "lower": null,
        "upper": null,
        "ci_level": null,
        "inference": "Not computed"
      },
      {
        "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.",
        "lower": null,
        "upper": null,
        "ci_level": null,
        "inference": "Not computed"
      },
      {
        "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.",
        "lower": null,
        "upper": null,
        "ci_level": null,
        "inference": "Not computed"
      }
    ],
    "reporting_source": {
      "path": "templates/reporting/comparison_report.py",
      "sha256": "94e9c5116a13335ead2db81834cac48593160291aea51c30c12fe3e11e5da1ce"
    }
  },
  "finished": 1791581230.440374,
  "scalar_ranges": [
    {
      "Outcome / treatment": "y__d",
      "Estimator": "Static TWFE",
      "Estimate (SDs)": 0.106052751043436,
      "SE": 0.08556206429156468,
      "Aggregation": "Coefficient",
      "Event study": "No",
      "Status": "estimated",
      "Note": "",
      "lower": -0.062400901819274046,
      "upper": 0.27450640390614606,
      "ci_level": 0.95,
      "inference": "Configured-cluster regression interval"
    },
    {
      "Outcome / treatment": "y__d",
      "Estimator": "Dynamic TWFE",
      "Estimate (SDs)": 0.18736106780806172,
      "SE": 0.06812558203644324,
      "Aggregation": "Treated cells",
      "Event study": "Yes",
      "Status": "estimated",
      "Note": "",
      "lower": 0.05323616978864271,
      "upper": 0.32148596582748074,
      "ci_level": 0.95,
      "inference": "Configured-cluster regression interval"
    },
    {
      "Outcome / treatment": "y__d",
      "Estimator": "BJS / did2s",
      "Estimate (SDs)": 0.16806002508059664,
      "SE": 0.08174110620142931,
      "Aggregation": "Treated cells",
      "Event study": "Yes",
      "Status": "estimated",
      "Note": "",
      "lower": 0.007129032558633924,
      "upper": 0.32899101760255933,
      "ci_level": 0.95,
      "inference": "Configured-cluster regression interval"
    },
    {
      "Outcome / treatment": "y__d",
      "Estimator": "Sun\u2013Abraham",
      "Estimate (SDs)": 0.20027928776966455,
      "SE": 0.06294930414374943,
      "Aggregation": "Treated cells",
      "Event study": "Yes",
      "Status": "estimated",
      "Note": "",
      "lower": 0.07634538883934452,
      "upper": 0.32421318669998456,
      "ci_level": 0.95,
      "inference": "Configured-cluster regression interval"
    },
    {
      "Outcome / treatment": "y__d",
      "Estimator": "CS-DID (equal event-time)",
      "Estimate (SDs)": null,
      "SE": null,
      "Aggregation": "Equal post-event times",
      "Event study": "No",
      "Status": "unidentified",
      "Note": "UnidentifiedTarget: CS-DID cannot estimate 36 observed post-treatment group-time cells with the configured controls; no target cells were dropped. See csdid-group-time.json and package log.",
      "lower": null,
      "upper": null,
      "ci_level": null,
      "inference": "Not computed"
    },
    {
      "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.",
      "lower": null,
      "upper": null,
      "ci_level": null,
      "inference": "Not computed"
    },
    {
      "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.",
      "lower": null,
      "upper": null,
      "ci_level": null,
      "inference": "Not computed"
    },
    {
      "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.",
      "lower": null,
      "upper": null,
      "ci_level": null,
      "inference": "Not computed"
    },
    {
      "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.",
      "lower": null,
      "upper": null,
      "ci_level": null,
      "inference": "Not computed"
    },
    {
      "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.",
      "lower": null,
      "upper": null,
      "ci_level": null,
      "inference": "Not computed"
    }
  ]
}
