{
  "study_id": 22,
  "specification_id": "S22-P065",
  "source_specification_id": "REXER-T3-C6-TERMINATED-HOLD",
  "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-P065.json",
  "input_bytes": 489662,
  "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-p065",
      "study_id": 22,
      "study": "Corruption as a Local Advantage",
      "citation": "Rexer (2025), AER. https://doi.org/10.1257/aer.20220528",
      "description": "REXER-T3-C6-TERMINATED-HOLD",
      "source_specification_id": "REXER-T3-C6-TERMINATED-HOLD",
      "specification_id": "S22-P065",
      "data": "repl-archives/twfe-microdata-replication-private/outputs/expansion_nigerian_oil_2026_10_06/validation/native_inputs/REXER-T3-C6-TERMINATED-HOLD.csv",
      "output_dir": "analyses/full-archive/results/S22-P065"
    },
    "source": {
      "file": "REXER-T3-C6-TERMINATED-HOLD.csv",
      "bytes": 489662,
      "sha256": "9c90757a50159fbbbc30d00974a50d675e58c3ff1932055669438879a005f703"
    },
    "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": 19.5457132368174,
          "rows": 3048,
          "units": 303,
          "clusters": 303,
          "treated_units": 35,
          "never_treated_units": 268,
          "treated_cohorts": 4,
          "latest_cohort_control_index": null,
          "unique_unit_period_cells": 3048,
          "unsupported_prediction_rows_removed": 0,
          "rows_without_never_control_time_fe_removed": 0,
          "initially_treated_units_removed": 1,
          "post_adoption_untreated_rows_removed": 124,
          "units_without_minus_one_removed": 0,
          "additional_rows_removed": 10
        },
        "estimates": [
          {
            "method": "Static TWFE",
            "estimate": -0.08618892957737644,
            "se": 0.1130095983710691,
            "pvalue": 0.4462560436679926,
            "lower": -0.30857489342642724,
            "upper": 0.1361970342716744
          },
          {
            "method": "Dynamic TWFE",
            "estimate": -0.16445965252724773,
            "se": 0.0998830310749197,
            "pvalue": 0.10069641966814888,
            "lower": -0.36101449793803564,
            "upper": 0.03209519288354018
          },
          {
            "method": "BJS / did2s",
            "estimate": -0.07761368321789727,
            "se": 0.10653497104141625,
            "pvalue": 0.466855120821562,
            "lower": -0.2872585502041805,
            "upper": 0.13203118376838596
          },
          {
            "method": "Sun\u2013Abraham",
            "estimate": -0.14819726143869597,
            "se": 0.09396810110517,
            "pvalue": 0.11581898781962606,
            "lower": -0.3331124105636578,
            "upper": 0.03671788768626588
          }
        ],
        "event_studies": {
          "Dynamic TWFE": [
            {
              "event_time": -8,
              "estimate": 0.023068651242881197,
              "se": 0.23016832923705094,
              "pvalue": 0.9202320946962433,
              "lower": -0.42986814777870624,
              "upper": 0.47600545026446867
            },
            {
              "event_time": -7,
              "estimate": -0.3824330979277675,
              "se": 0.2476656156098537,
              "pvalue": 0.12359896341179309,
              "lower": -0.8698019359163631,
              "upper": 0.10493574006082823
            },
            {
              "event_time": -6,
              "estimate": -0.03089261679047195,
              "se": 0.22178137458817207,
              "pvalue": 0.8893113800943575,
              "lower": -0.46732514519935464,
              "upper": 0.40553991161841074
            },
            {
              "event_time": -5,
              "estimate": 0.10494629777918021,
              "se": 0.17757557685864728,
              "pvalue": 0.5549657450011851,
              "lower": -0.24449584151676088,
              "upper": 0.45438843707512133
            },
            {
              "event_time": -4,
              "estimate": -0.0659390597175074,
              "se": 0.17076564812014736,
              "pvalue": 0.6996665582279015,
              "lower": -0.40198027919704504,
              "upper": 0.2701021597620302
            },
            {
              "event_time": -3,
              "estimate": -0.22163862947286428,
              "se": 0.13967677577808899,
              "pvalue": 0.1136051625399053,
              "lower": -0.49650160444552915,
              "upper": 0.053224345499800596
            },
            {
              "event_time": -2,
              "estimate": -0.17508447975650152,
              "se": 0.13526884839656145,
              "pvalue": 0.19653532229161708,
              "lower": -0.44127331382921453,
              "upper": 0.09110435431621153
            },
            {
              "event_time": 0,
              "estimate": -0.17518241454129388,
              "se": 0.10748241332953558,
              "pvalue": 0.10417139342212357,
              "lower": -0.38669170604966896,
              "upper": 0.03632687696708117
            },
            {
              "event_time": 1,
              "estimate": -0.17931737106978707,
              "se": 0.19532395259513075,
              "pvalue": 0.35932471260130583,
              "lower": -0.5636856555941447,
              "upper": 0.20505091345457055
            },
            {
              "event_time": 2,
              "estimate": -0.3823197033443354,
              "se": 0.17661005916705574,
              "pvalue": 0.03118865674121894,
              "lower": -0.7298618484313522,
              "upper": -0.03477755825731865
            },
            {
              "event_time": 3,
              "estimate": -0.34209478879578764,
              "se": 0.15086439122484838,
              "pvalue": 0.02406216774716981,
              "lower": -0.6389733153690416,
              "upper": -0.045216262222533665
            },
            {
              "event_time": 4,
              "estimate": 0.5140010110988686,
              "se": 0.12675018461607135,
              "pvalue": 6.379954382986237e-05,
              "lower": 0.26457563148344776,
              "upper": 0.7634263907142895
            },
            {
              "event_time": 5,
              "estimate": -0.012201305919762479,
              "se": 0.118957669807733,
              "pvalue": 0.9183735414677268,
              "lower": -0.24629218349784168,
              "upper": 0.22188957165831671
            }
          ],
          "BJS / did2s": [
            {
              "event_time": -8,
              "estimate": 0.09198975134156095,
              "se": 0.06514724663073099,
              "pvalue": 0.158971201004267,
              "lower": -0.036210272752993156,
              "upper": 0.22018977543611506
            },
            {
              "event_time": -7,
              "estimate": -0.22277865904884914,
              "se": 0.07428731638418297,
              "pvalue": 0.0029351556717215864,
              "lower": -0.36896497148587504,
              "upper": -0.07659234661182326
            },
            {
              "event_time": -6,
              "estimate": 0.05518630180601176,
              "se": 0.052953892218993284,
              "pvalue": 0.29817215675739894,
              "lower": -0.04901902703704985,
              "upper": 0.15939163064907336
            },
            {
              "event_time": -5,
              "estimate": 0.15390044328982064,
              "se": 0.04653286266795124,
              "pvalue": 0.0010556087000064757,
              "lower": 0.06233073890870104,
              "upper": 0.24547014767094022
            },
            {
              "event_time": -4,
              "estimate": 0.015273562201433371,
              "se": 0.051361846567010566,
              "pvalue": 0.766387154507224,
              "lower": -0.08579885924339696,
              "upper": 0.11634598364626371
            },
            {
              "event_time": -3,
              "estimate": -0.11684287138144124,
              "se": 0.027328601570106296,
              "pvalue": 2.5610474947169145e-05,
              "lower": -0.17062146619477025,
              "upper": -0.06306427656811221
            },
            {
              "event_time": -2,
              "estimate": -0.07485439514318425,
              "se": 0.03567469133521837,
              "pvalue": 0.03671366754879568,
              "lower": -0.1450568445984063,
              "upper": -0.0046519456879622195
            },
            {
              "event_time": -1,
              "estimate": 0.0715744211528336,
              "se": 0.10596283295947378,
              "pvalue": 0.49989582677698735,
              "lower": -0.1369445637788144,
              "upper": 0.28009340608448163
            },
            {
              "event_time": 0,
              "estimate": -0.08129599865171833,
              "se": 0.13859731100276915,
              "pvalue": 0.5579356881632395,
              "lower": -0.35403474862083645,
              "upper": 0.1914427513173998
            },
            {
              "event_time": 1,
              "estimate": -0.11763122809826443,
              "se": 0.16692184119716827,
              "pvalue": 0.4815348058283524,
              "lower": -0.4461084112504666,
              "upper": 0.21084595505393772
            },
            {
              "event_time": 2,
              "estimate": -0.327831708879341,
              "se": 0.1330357047167759,
              "pvalue": 0.014287262550417564,
              "lower": -0.589626050654047,
              "upper": -0.06603736710463493
            },
            {
              "event_time": 3,
              "estimate": -0.24213152769341137,
              "se": 0.13900095178628954,
              "pvalue": 0.08253678573593412,
              "lower": -0.5156645822701543,
              "upper": 0.031401526883331615
            },
            {
              "event_time": 4,
              "estimate": 0.5852319183879912,
              "se": 0.059612637249837994,
              "pvalue": 6.335292385584364e-20,
              "lower": 0.46792317662200944,
              "upper": 0.7025406601539729
            },
            {
              "event_time": 5,
              "estimate": 0.06897022082721856,
              "se": 0.03663679051782082,
              "pvalue": 0.060723944619034735,
              "lower": -0.0031254957232363656,
              "upper": 0.14106593737767348
            }
          ],
          "Sun\u2013Abraham": [
            {
              "event_time": -8,
              "estimate": -0.25795783906161285,
              "se": 0.34541777201799817,
              "pvalue": 0.4557655571763603,
              "lower": -0.9376882802634944,
              "upper": 0.4217726021402687
            },
            {
              "event_time": -7,
              "estimate": -0.6609273663159099,
              "se": 0.3626531381540709,
              "pvalue": 0.06937127217445034,
              "lower": -1.3745744266873987,
              "upper": 0.05271969405557897
            },
            {
              "event_time": -6,
              "estimate": -0.3076174970807322,
              "se": 0.33321213870501304,
              "pvalue": 0.3566461516538588,
              "lower": -0.9633290799925096,
              "upper": 0.34809408583104523
            },
            {
              "event_time": -5,
              "estimate": 0.05849257552637413,
              "se": 0.1877916514759788,
              "pvalue": 0.7556537602193526,
              "lower": -0.3110532685280709,
              "upper": 0.42803841958081923
            },
            {
              "event_time": -4,
              "estimate": -0.1005997339775154,
              "se": 0.17554790700274964,
              "pvalue": 0.5670295385941415,
              "lower": -0.44605172268650506,
              "upper": 0.2448522547314743
            },
            {
              "event_time": -3,
              "estimate": -0.24618699074668274,
              "se": 0.14483013678909962,
              "pvalue": 0.0901920332233123,
              "lower": -0.5311910083565641,
              "upper": 0.03881702686319863
            },
            {
              "event_time": -2,
              "estimate": -0.19238669522425283,
              "se": 0.1434628671689087,
              "pvalue": 0.18092139710358948,
              "lower": -0.4747001310011708,
              "upper": 0.08992674055266514
            },
            {
              "event_time": 0,
              "estimate": -0.1913602076651222,
              "se": 0.11100908443773672,
              "pvalue": 0.08576287841550789,
              "lower": -0.409809459715616,
              "upper": 0.027089044385371602
            },
            {
              "event_time": 1,
              "estimate": -0.19936629641521486,
              "se": 0.13536662228530846,
              "pvalue": 0.14184971572719213,
              "lower": -0.46574753485712916,
              "upper": 0.06701494202669944
            },
            {
              "event_time": 2,
              "estimate": -0.3894165233074901,
              "se": 0.1275076200294608,
              "pvalue": 0.0024587821625481044,
              "lower": -0.6403324223733646,
              "upper": -0.13850062424161563
            },
            {
              "event_time": 3,
              "estimate": -0.09402563303085372,
              "se": 0.14675905134409623,
              "pvalue": 0.5222162518399609,
              "lower": -0.3828254655863548,
              "upper": 0.19477419952464736
            },
            {
              "event_time": 4,
              "estimate": 0.7529243956786407,
              "se": 0.08163053902402315,
              "pvalue": 5.126006161873833e-18,
              "lower": 0.592287720900206,
              "upper": 0.9135610704570754
            },
            {
              "event_time": 5,
              "estimate": 0.23663760568921005,
              "se": 0.0671465804544159,
              "pvalue": 0.00049054098553343,
              "lower": 0.104503192075137,
              "upper": 0.36877201930328307
            }
          ]
        },
        "target": {
          "event_times": [
            0.0,
            1.0,
            2.0,
            3.0,
            4.0,
            5.0
          ],
          "weights": [
            0.7142857142857143,
            0.08163265306122448,
            0.08163265306122448,
            0.04081632653061224,
            0.04081632653061224,
            0.04081632653061224
          ],
          "weighting": "observations"
        },
        "checks": {
          "did2s_vs_direct_imputation_max_post_difference": 1.4363784717197348e-08,
          "package_aggregate_vs_estimable_cell_weights": null,
          "saturated_vs_deviations_relative_rss_difference": 8.997138894370843e-16
        },
        "inference": {
          "standard_errors": "Cluster-robust; did2s uses two-stage covariance",
          "confidence_intervals": "Pointwise t, clusters minus one degrees of freedom"
        },
        "f_test": {
          "F": 1.7513521021361724,
          "df_num": 2,
          "df_den": 2669,
          "pvalue": 0.17373851467052231,
          "log10_pvalue": -0.7601038956879647,
          "inference": "Homoskedastic nested-model F",
          "observations": 3048,
          "design_columns": 66,
          "restricted_design_columns": 64,
          "fixed_effect_rank": 313,
          "covariance_rank": 2,
          "rss_unrestricted": 758.1532688758111,
          "rss_restricted": 759.1482432641117,
          "test_horizon": null,
          "reference_cohort": 3,
          "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.-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]",
              "C(rel_time, contr.treatment(base=-1.0))[T.-4.0]",
              "C(rel_time, contr.treatment(base=-1.0))[T.-3.0]"
            ],
            "data": [
              [
                -0.05212173266581464,
                0.006061719354406438,
                0.006066599761837815,
                -0.03692702079208688,
                0.008164929969917387,
                0.015525330696951846
              ],
              [
                0.006057103831272302,
                -0.05177640222571045,
                0.005990563429958953,
                0.013892583674869572,
                -0.03526035149326088,
                0.005483213082221178
              ],
              [
                0.0060470451334863696,
                0.00597562432474166,
                -0.05123083208736004,
                0.01377115651232572,
                0.015149694440519152,
                -0.033886260086750594
              ],
              [
                0.006116529862720011,
                0.006044520299345903,
                0.005980017580394502,
                -0.04351608751481917,
                0.01521826649491749,
                0.016186880815791244
              ],
              [
                0.0061076047094633075,
                0.006035988515919696,
                0.005971432523649372,
                0.013787121070712569,
                -0.04173405989983534,
                0.01596262620905343
              ]
            ]
          },
          "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_9,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_6",
            "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_6"
          ],
          "deviations": [
            {
              "event_time": -4.0,
              "cohort": 5,
              "estimate": 0.9849230764023429
            },
            {
              "event_time": -3.0,
              "cohort": 5,
              "estimate": 0.47969614779074643
            },
            {
              "event_time": -2.0,
              "cohort": 5,
              "estimate": -0.08047249227136125
            },
            {
              "event_time": 0.0,
              "cohort": 5,
              "estimate": 0.38078965062920245
            },
            {
              "event_time": -5.0,
              "cohort": 6,
              "estimate": 0.8227179363408684
            },
            {
              "event_time": -4.0,
              "cohort": 6,
              "estimate": 0.6794154427204676
            },
            {
              "event_time": -3.0,
              "cohort": 6,
              "estimate": 0.6396547604597722
            },
            {
              "event_time": -2.0,
              "cohort": 6,
              "estimate": 0.09611689346696169
            },
            {
              "event_time": 0.0,
              "cohort": 6,
              "estimate": 0.23884417871213826
            },
            {
              "event_time": 1.0,
              "cohort": 6,
              "estimate": 1.12785253148097
            },
            {
              "event_time": 2.0,
              "cohort": 6,
              "estimate": 0.06180325961453337
            },
            {
              "event_time": -2.0,
              "cohort": 9,
              "estimate": -0.418048602493548
            },
            {
              "event_time": 0.0,
              "cohort": 9,
              "estimate": -0.15873611945123672
            }
          ]
        }
      }
    },
    "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-p065",
      "study_id": 22,
      "study": "Corruption as a Local Advantage",
      "citation": "Rexer (2025), AER. https://doi.org/10.1257/aer.20220528",
      "description": "REXER-T3-C6-TERMINATED-HOLD",
      "source_specification_id": "REXER-T3-C6-TERMINATED-HOLD",
      "specification_id": "S22-P065",
      "data": "repl-archives/twfe-microdata-replication-private/outputs/expansion_nigerian_oil_2026_10_06/validation/native_inputs/REXER-T3-C6-TERMINATED-HOLD.csv",
      "output_dir": "analyses/archive-expanded/fits/S22-P065"
    },
    "options": {
      "output_dir": "analyses/archive-expanded/fits/S22-P065",
      "regression_results": "analyses/archive-expanded/baselines/S22-P065.json",
      "display_window": [
        -10,
        10
      ],
      "timeout_seconds": 3600
    },
    "source": {
      "file": "REXER-T3-C6-TERMINATED-HOLD.csv",
      "bytes": 489662,
      "sha256": "9c90757a50159fbbbc30d00974a50d675e58c3ff1932055669438879a005f703"
    },
    "regressions": {
      "y__d": {
        "sample": {
          "outcome": "y",
          "treatment": "d",
          "source_rows": 3183,
          "source_sd": 19.5457132368174,
          "rows": 3048,
          "units": 303,
          "clusters": 303,
          "treated_units": 35,
          "never_treated_units": 268,
          "treated_cohorts": 4,
          "latest_cohort_control_index": null,
          "unique_unit_period_cells": 3048,
          "unsupported_prediction_rows_removed": 0,
          "rows_without_never_control_time_fe_removed": 0,
          "initially_treated_units_removed": 1,
          "post_adoption_untreated_rows_removed": 124,
          "units_without_minus_one_removed": 0,
          "additional_rows_removed": 10
        },
        "estimates": [
          {
            "method": "Static TWFE",
            "estimate": -0.08618892957737644,
            "se": 0.1130095983710691,
            "pvalue": 0.4462560436679926,
            "lower": -0.30857489342642724,
            "upper": 0.1361970342716744
          },
          {
            "method": "Dynamic TWFE",
            "estimate": -0.16445965252724773,
            "se": 0.0998830310749197,
            "pvalue": 0.10069641966814888,
            "lower": -0.36101449793803564,
            "upper": 0.03209519288354018
          },
          {
            "method": "BJS / did2s",
            "estimate": -0.07761368321789727,
            "se": 0.10653497104141625,
            "pvalue": 0.466855120821562,
            "lower": -0.2872585502041805,
            "upper": 0.13203118376838596
          },
          {
            "method": "Sun\u2013Abraham",
            "estimate": -0.14819726143869597,
            "se": 0.09396810110517,
            "pvalue": 0.11581898781962606,
            "lower": -0.3331124105636578,
            "upper": 0.03671788768626588
          }
        ],
        "event_studies": {
          "Dynamic TWFE": [
            {
              "event_time": -8,
              "estimate": 0.023068651242881197,
              "se": 0.23016832923705094,
              "pvalue": 0.9202320946962433,
              "lower": -0.42986814777870624,
              "upper": 0.47600545026446867
            },
            {
              "event_time": -7,
              "estimate": -0.3824330979277675,
              "se": 0.2476656156098537,
              "pvalue": 0.12359896341179309,
              "lower": -0.8698019359163631,
              "upper": 0.10493574006082823
            },
            {
              "event_time": -6,
              "estimate": -0.03089261679047195,
              "se": 0.22178137458817207,
              "pvalue": 0.8893113800943575,
              "lower": -0.46732514519935464,
              "upper": 0.40553991161841074
            },
            {
              "event_time": -5,
              "estimate": 0.10494629777918021,
              "se": 0.17757557685864728,
              "pvalue": 0.5549657450011851,
              "lower": -0.24449584151676088,
              "upper": 0.45438843707512133
            },
            {
              "event_time": -4,
              "estimate": -0.0659390597175074,
              "se": 0.17076564812014736,
              "pvalue": 0.6996665582279015,
              "lower": -0.40198027919704504,
              "upper": 0.2701021597620302
            },
            {
              "event_time": -3,
              "estimate": -0.22163862947286428,
              "se": 0.13967677577808899,
              "pvalue": 0.1136051625399053,
              "lower": -0.49650160444552915,
              "upper": 0.053224345499800596
            },
            {
              "event_time": -2,
              "estimate": -0.17508447975650152,
              "se": 0.13526884839656145,
              "pvalue": 0.19653532229161708,
              "lower": -0.44127331382921453,
              "upper": 0.09110435431621153
            },
            {
              "event_time": 0,
              "estimate": -0.17518241454129388,
              "se": 0.10748241332953558,
              "pvalue": 0.10417139342212357,
              "lower": -0.38669170604966896,
              "upper": 0.03632687696708117
            },
            {
              "event_time": 1,
              "estimate": -0.17931737106978707,
              "se": 0.19532395259513075,
              "pvalue": 0.35932471260130583,
              "lower": -0.5636856555941447,
              "upper": 0.20505091345457055
            },
            {
              "event_time": 2,
              "estimate": -0.3823197033443354,
              "se": 0.17661005916705574,
              "pvalue": 0.03118865674121894,
              "lower": -0.7298618484313522,
              "upper": -0.03477755825731865
            },
            {
              "event_time": 3,
              "estimate": -0.34209478879578764,
              "se": 0.15086439122484838,
              "pvalue": 0.02406216774716981,
              "lower": -0.6389733153690416,
              "upper": -0.045216262222533665
            },
            {
              "event_time": 4,
              "estimate": 0.5140010110988686,
              "se": 0.12675018461607135,
              "pvalue": 6.379954382986237e-05,
              "lower": 0.26457563148344776,
              "upper": 0.7634263907142895
            },
            {
              "event_time": 5,
              "estimate": -0.012201305919762479,
              "se": 0.118957669807733,
              "pvalue": 0.9183735414677268,
              "lower": -0.24629218349784168,
              "upper": 0.22188957165831671
            }
          ],
          "BJS / did2s": [
            {
              "event_time": -8,
              "estimate": 0.09198975134156095,
              "se": 0.06514724663073099,
              "pvalue": 0.158971201004267,
              "lower": -0.036210272752993156,
              "upper": 0.22018977543611506
            },
            {
              "event_time": -7,
              "estimate": -0.22277865904884914,
              "se": 0.07428731638418297,
              "pvalue": 0.0029351556717215864,
              "lower": -0.36896497148587504,
              "upper": -0.07659234661182326
            },
            {
              "event_time": -6,
              "estimate": 0.05518630180601176,
              "se": 0.052953892218993284,
              "pvalue": 0.29817215675739894,
              "lower": -0.04901902703704985,
              "upper": 0.15939163064907336
            },
            {
              "event_time": -5,
              "estimate": 0.15390044328982064,
              "se": 0.04653286266795124,
              "pvalue": 0.0010556087000064757,
              "lower": 0.06233073890870104,
              "upper": 0.24547014767094022
            },
            {
              "event_time": -4,
              "estimate": 0.015273562201433371,
              "se": 0.051361846567010566,
              "pvalue": 0.766387154507224,
              "lower": -0.08579885924339696,
              "upper": 0.11634598364626371
            },
            {
              "event_time": -3,
              "estimate": -0.11684287138144124,
              "se": 0.027328601570106296,
              "pvalue": 2.5610474947169145e-05,
              "lower": -0.17062146619477025,
              "upper": -0.06306427656811221
            },
            {
              "event_time": -2,
              "estimate": -0.07485439514318425,
              "se": 0.03567469133521837,
              "pvalue": 0.03671366754879568,
              "lower": -0.1450568445984063,
              "upper": -0.0046519456879622195
            },
            {
              "event_time": -1,
              "estimate": 0.0715744211528336,
              "se": 0.10596283295947378,
              "pvalue": 0.49989582677698735,
              "lower": -0.1369445637788144,
              "upper": 0.28009340608448163
            },
            {
              "event_time": 0,
              "estimate": -0.08129599865171833,
              "se": 0.13859731100276915,
              "pvalue": 0.5579356881632395,
              "lower": -0.35403474862083645,
              "upper": 0.1914427513173998
            },
            {
              "event_time": 1,
              "estimate": -0.11763122809826443,
              "se": 0.16692184119716827,
              "pvalue": 0.4815348058283524,
              "lower": -0.4461084112504666,
              "upper": 0.21084595505393772
            },
            {
              "event_time": 2,
              "estimate": -0.327831708879341,
              "se": 0.1330357047167759,
              "pvalue": 0.014287262550417564,
              "lower": -0.589626050654047,
              "upper": -0.06603736710463493
            },
            {
              "event_time": 3,
              "estimate": -0.24213152769341137,
              "se": 0.13900095178628954,
              "pvalue": 0.08253678573593412,
              "lower": -0.5156645822701543,
              "upper": 0.031401526883331615
            },
            {
              "event_time": 4,
              "estimate": 0.5852319183879912,
              "se": 0.059612637249837994,
              "pvalue": 6.335292385584364e-20,
              "lower": 0.46792317662200944,
              "upper": 0.7025406601539729
            },
            {
              "event_time": 5,
              "estimate": 0.06897022082721856,
              "se": 0.03663679051782082,
              "pvalue": 0.060723944619034735,
              "lower": -0.0031254957232363656,
              "upper": 0.14106593737767348
            }
          ],
          "Sun\u2013Abraham": [
            {
              "event_time": -8,
              "estimate": -0.25795783906161285,
              "se": 0.34541777201799817,
              "pvalue": 0.4557655571763603,
              "lower": -0.9376882802634944,
              "upper": 0.4217726021402687
            },
            {
              "event_time": -7,
              "estimate": -0.6609273663159099,
              "se": 0.3626531381540709,
              "pvalue": 0.06937127217445034,
              "lower": -1.3745744266873987,
              "upper": 0.05271969405557897
            },
            {
              "event_time": -6,
              "estimate": -0.3076174970807322,
              "se": 0.33321213870501304,
              "pvalue": 0.3566461516538588,
              "lower": -0.9633290799925096,
              "upper": 0.34809408583104523
            },
            {
              "event_time": -5,
              "estimate": 0.05849257552637413,
              "se": 0.1877916514759788,
              "pvalue": 0.7556537602193526,
              "lower": -0.3110532685280709,
              "upper": 0.42803841958081923
            },
            {
              "event_time": -4,
              "estimate": -0.1005997339775154,
              "se": 0.17554790700274964,
              "pvalue": 0.5670295385941415,
              "lower": -0.44605172268650506,
              "upper": 0.2448522547314743
            },
            {
              "event_time": -3,
              "estimate": -0.24618699074668274,
              "se": 0.14483013678909962,
              "pvalue": 0.0901920332233123,
              "lower": -0.5311910083565641,
              "upper": 0.03881702686319863
            },
            {
              "event_time": -2,
              "estimate": -0.19238669522425283,
              "se": 0.1434628671689087,
              "pvalue": 0.18092139710358948,
              "lower": -0.4747001310011708,
              "upper": 0.08992674055266514
            },
            {
              "event_time": 0,
              "estimate": -0.1913602076651222,
              "se": 0.11100908443773672,
              "pvalue": 0.08576287841550789,
              "lower": -0.409809459715616,
              "upper": 0.027089044385371602
            },
            {
              "event_time": 1,
              "estimate": -0.19936629641521486,
              "se": 0.13536662228530846,
              "pvalue": 0.14184971572719213,
              "lower": -0.46574753485712916,
              "upper": 0.06701494202669944
            },
            {
              "event_time": 2,
              "estimate": -0.3894165233074901,
              "se": 0.1275076200294608,
              "pvalue": 0.0024587821625481044,
              "lower": -0.6403324223733646,
              "upper": -0.13850062424161563
            },
            {
              "event_time": 3,
              "estimate": -0.09402563303085372,
              "se": 0.14675905134409623,
              "pvalue": 0.5222162518399609,
              "lower": -0.3828254655863548,
              "upper": 0.19477419952464736
            },
            {
              "event_time": 4,
              "estimate": 0.7529243956786407,
              "se": 0.08163053902402315,
              "pvalue": 5.126006161873833e-18,
              "lower": 0.592287720900206,
              "upper": 0.9135610704570754
            },
            {
              "event_time": 5,
              "estimate": 0.23663760568921005,
              "se": 0.0671465804544159,
              "pvalue": 0.00049054098553343,
              "lower": 0.104503192075137,
              "upper": 0.36877201930328307
            }
          ]
        },
        "target": {
          "event_times": [
            0.0,
            1.0,
            2.0,
            3.0,
            4.0,
            5.0
          ],
          "weights": [
            0.7142857142857143,
            0.08163265306122448,
            0.08163265306122448,
            0.04081632653061224,
            0.04081632653061224,
            0.04081632653061224
          ],
          "weighting": "observations"
        },
        "checks": {
          "did2s_vs_direct_imputation_max_post_difference": 1.4363784717197348e-08,
          "package_aggregate_vs_estimable_cell_weights": null,
          "saturated_vs_deviations_relative_rss_difference": 8.997138894370843e-16
        },
        "inference": {
          "standard_errors": "Cluster-robust; did2s uses two-stage covariance",
          "confidence_intervals": "Pointwise t, clusters minus one degrees of freedom"
        },
        "f_test": {
          "F": 1.7513521021361724,
          "df_num": 2,
          "df_den": 2669,
          "pvalue": 0.17373851467052231,
          "log10_pvalue": -0.7601038956879647,
          "inference": "Homoskedastic nested-model F",
          "observations": 3048,
          "design_columns": 66,
          "restricted_design_columns": 64,
          "fixed_effect_rank": 313,
          "covariance_rank": 2,
          "rss_unrestricted": 758.1532688758111,
          "rss_restricted": 759.1482432641117,
          "test_horizon": null,
          "reference_cohort": 3,
          "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.-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]",
              "C(rel_time, contr.treatment(base=-1.0))[T.-4.0]",
              "C(rel_time, contr.treatment(base=-1.0))[T.-3.0]"
            ],
            "data": [
              [
                -0.05212173266581464,
                0.006061719354406438,
                0.006066599761837815,
                -0.03692702079208688,
                0.008164929969917387,
                0.015525330696951846
              ],
              [
                0.006057103831272302,
                -0.05177640222571045,
                0.005990563429958953,
                0.013892583674869572,
                -0.03526035149326088,
                0.005483213082221178
              ],
              [
                0.0060470451334863696,
                0.00597562432474166,
                -0.05123083208736004,
                0.01377115651232572,
                0.015149694440519152,
                -0.033886260086750594
              ],
              [
                0.006116529862720011,
                0.006044520299345903,
                0.005980017580394502,
                -0.04351608751481917,
                0.01521826649491749,
                0.016186880815791244
              ],
              [
                0.0061076047094633075,
                0.006035988515919696,
                0.005971432523649372,
                0.013787121070712569,
                -0.04173405989983534,
                0.01596262620905343
              ]
            ]
          },
          "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_9,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_6",
            "C(rel_time, contr.treatment(base=-1.0))[T.2.0]:cohort_dummy_6"
          ],
          "deviations": [
            {
              "event_time": -4.0,
              "cohort": 5,
              "estimate": 0.9849230764023429
            },
            {
              "event_time": -3.0,
              "cohort": 5,
              "estimate": 0.47969614779074643
            },
            {
              "event_time": -2.0,
              "cohort": 5,
              "estimate": -0.08047249227136125
            },
            {
              "event_time": 0.0,
              "cohort": 5,
              "estimate": 0.38078965062920245
            },
            {
              "event_time": -5.0,
              "cohort": 6,
              "estimate": 0.8227179363408684
            },
            {
              "event_time": -4.0,
              "cohort": 6,
              "estimate": 0.6794154427204676
            },
            {
              "event_time": -3.0,
              "cohort": 6,
              "estimate": 0.6396547604597722
            },
            {
              "event_time": -2.0,
              "cohort": 6,
              "estimate": 0.09611689346696169
            },
            {
              "event_time": 0.0,
              "cohort": 6,
              "estimate": 0.23884417871213826
            },
            {
              "event_time": 1.0,
              "cohort": 6,
              "estimate": 1.12785253148097
            },
            {
              "event_time": 2.0,
              "cohort": 6,
              "estimate": 0.06180325961453337
            },
            {
              "event_time": -2.0,
              "cohort": 9,
              "estimate": -0.418048602493548
            },
            {
              "event_time": 0.0,
              "cohort": 9,
              "estimate": -0.15873611945123672
            }
          ]
        }
      }
    },
    "alternative_models": {
      "y__d": [
        {
          "method": "CS-DID",
          "status": "unidentified",
          "reason": "UnidentifiedTarget: CS-DID cannot estimate 11 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)": -0.08618892957737644,
        "SE": 0.1130095983710691,
        "Aggregation": "Coefficient",
        "Event study": "No",
        "Status": "estimated",
        "Note": ""
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "Dynamic TWFE",
        "Estimate (SDs)": -0.16445965252724773,
        "SE": 0.0998830310749197,
        "Aggregation": "observations",
        "Event study": "Yes",
        "Status": "estimated",
        "Note": ""
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "BJS / did2s",
        "Estimate (SDs)": -0.07761368321789727,
        "SE": 0.10653497104141625,
        "Aggregation": "observations",
        "Event study": "Yes",
        "Status": "estimated",
        "Note": ""
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "Sun\u2013Abraham",
        "Estimate (SDs)": -0.14819726143869597,
        "SE": 0.09396810110517,
        "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 11 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)": -0.08618892957737644,
        "SE": 0.1130095983710691,
        "Aggregation": "Coefficient",
        "Event study": "No",
        "Status": "estimated",
        "Note": "",
        "lower": -0.30857489342642724,
        "upper": 0.1361970342716744,
        "ci_level": 0.95,
        "inference": "Configured-cluster regression interval"
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "Dynamic TWFE",
        "Estimate (SDs)": -0.16445965252724773,
        "SE": 0.0998830310749197,
        "Aggregation": "Treated cells",
        "Event study": "Yes",
        "Status": "estimated",
        "Note": "",
        "lower": -0.36101449793803564,
        "upper": 0.03209519288354018,
        "ci_level": 0.95,
        "inference": "Configured-cluster regression interval"
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "BJS / did2s",
        "Estimate (SDs)": -0.07761368321789727,
        "SE": 0.10653497104141625,
        "Aggregation": "Treated cells",
        "Event study": "Yes",
        "Status": "estimated",
        "Note": "",
        "lower": -0.2872585502041805,
        "upper": 0.13203118376838596,
        "ci_level": 0.95,
        "inference": "Configured-cluster regression interval"
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "Sun\u2013Abraham",
        "Estimate (SDs)": -0.14819726143869597,
        "SE": 0.09396810110517,
        "Aggregation": "Treated cells",
        "Event study": "Yes",
        "Status": "estimated",
        "Note": "",
        "lower": -0.3331124105636578,
        "upper": 0.03671788768626588,
        "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 11 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": 1791581247.99062,
  "scalar_ranges": [
    {
      "Outcome / treatment": "y__d",
      "Estimator": "Static TWFE",
      "Estimate (SDs)": -0.08618892957737644,
      "SE": 0.1130095983710691,
      "Aggregation": "Coefficient",
      "Event study": "No",
      "Status": "estimated",
      "Note": "",
      "lower": -0.30857489342642724,
      "upper": 0.1361970342716744,
      "ci_level": 0.95,
      "inference": "Configured-cluster regression interval"
    },
    {
      "Outcome / treatment": "y__d",
      "Estimator": "Dynamic TWFE",
      "Estimate (SDs)": -0.16445965252724773,
      "SE": 0.0998830310749197,
      "Aggregation": "Treated cells",
      "Event study": "Yes",
      "Status": "estimated",
      "Note": "",
      "lower": -0.36101449793803564,
      "upper": 0.03209519288354018,
      "ci_level": 0.95,
      "inference": "Configured-cluster regression interval"
    },
    {
      "Outcome / treatment": "y__d",
      "Estimator": "BJS / did2s",
      "Estimate (SDs)": -0.07761368321789727,
      "SE": 0.10653497104141625,
      "Aggregation": "Treated cells",
      "Event study": "Yes",
      "Status": "estimated",
      "Note": "",
      "lower": -0.2872585502041805,
      "upper": 0.13203118376838596,
      "ci_level": 0.95,
      "inference": "Configured-cluster regression interval"
    },
    {
      "Outcome / treatment": "y__d",
      "Estimator": "Sun\u2013Abraham",
      "Estimate (SDs)": -0.14819726143869597,
      "SE": 0.09396810110517,
      "Aggregation": "Treated cells",
      "Event study": "Yes",
      "Status": "estimated",
      "Note": "",
      "lower": -0.3331124105636578,
      "upper": 0.03671788768626588,
      "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 11 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"
    }
  ]
}