{
  "study_id": 1,
  "specification_id": "S01-P022",
  "source_specification_id": "CI-T3-B02-ORIG",
  "role": "active_comparison",
  "published_source_location": "Table 3, panel B, row 2 (\"Village head cares not only about rich and powerful\"), accepted-manuscript p. 46",
  "outcome_label": "Village head cares not only about rich and powerful [Table 3 original scale]",
  "outcome_variable": "",
  "treatment_label": "New Curriculum indicator (newcurr)",
  "unit_fixed_effects": "Province",
  "time_fixed_effects": "High-school entry cohort",
  "allowed_adjustments": "",
  "published_weights": "",
  "published_clustering": "Province x high-school-entry cohort (proXcoh)",
  "panel_structure": "Student repeated cross-section; treatment assigned at province x high-school-entry-cohort",
  "design": "repeated_cross_section",
  "descriptive_metadata_status": "recorded_source_fields",
  "title": "Curriculum and Ideology",
  "status": "ready",
  "reason": "",
  "config": "analyses/full-archive/configs/S01-P022.json",
  "input_bytes": 192724,
  "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": [],
      "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": "Village head cares not only about rich and powerful [Table 3 original scale]",
        "d": "New Curriculum indicator (newcurr)"
      },
      "allow_repeated_cells": true,
      "time_fe": null,
      "unit_fe": null,
      "frequency_weights": false,
      "source_sd": null,
      "latest_cohort_control": true,
      "slug": "s01-p022",
      "study_id": 1,
      "study": "Curriculum and Ideology",
      "citation": "Cantoni et al. (2017), JPE. https://doi.org/10.1086/690951",
      "description": "Village head cares not only about rich and powerful [Table 3 original scale]",
      "source_specification_id": "CI-T3-B02-ORIG",
      "specification_id": "S01-P022",
      "data": "repl-archives/twfe-microdata-replication-private/outputs/published_clustering_2026_10_08/curriculum/prepared_rows/CI-T3-B02-ORIG.csv",
      "output_dir": "analyses/full-archive/results/S01-P022"
    },
    "source": {
      "file": "CI-T3-B02-ORIG.csv",
      "bytes": 192724,
      "sha256": "425101946df35b124000f034c3bab77ec8b6d9683d87c3e28aef404d1e4dd691"
    },
    "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": 1755,
          "source_sd": 0.8977045331881176,
          "rows": 1102,
          "units": 19,
          "clusters": 19,
          "treated_units": 13,
          "never_treated_units": 6,
          "treated_cohorts": 3,
          "latest_cohort_control_index": null,
          "unique_unit_period_cells": 76,
          "unsupported_prediction_rows_removed": 0,
          "initially_treated_units_removed": 10,
          "post_adoption_untreated_rows_removed": 0,
          "units_without_minus_one_removed": 0,
          "additional_rows_removed": 0
        },
        "estimates": [
          {
            "method": "Static TWFE",
            "estimate": 0.16009312169879325,
            "se": 0.11331471184714757,
            "pvalue": 0.17476733309366588,
            "lower": -0.07797225390444137,
            "upper": 0.3981584973020279
          },
          {
            "method": "Dynamic TWFE",
            "estimate": 0.2635810785224344,
            "se": 0.11505072197633733,
            "pvalue": 0.034245955613432945,
            "lower": 0.021868480976703325,
            "upper": 0.5052936760681654
          },
          {
            "method": "BJS / did2s",
            "estimate": 0.13367827805325316,
            "se": 0.12679861714427199,
            "pvalue": 0.30571198991606996,
            "lower": -0.13271573137723303,
            "upper": 0.40007228748373935
          },
          {
            "method": "Sun\u2013Abraham",
            "estimate": 0.2860739583907882,
            "se": 0.1314196265616813,
            "pvalue": 0.04305014388197034,
            "lower": 0.009971568427105393,
            "upper": 0.5621763483544711
          }
        ],
        "event_studies": {
          "Dynamic TWFE": [
            {
              "event_time": -3,
              "estimate": -0.5127581897822009,
              "se": 0.2109881716430133,
              "pvalue": 0.02577152295884599,
              "lower": -0.9560278898171668,
              "upper": -0.06948848974723498
            },
            {
              "event_time": -2,
              "estimate": -0.208546694401648,
              "se": 0.09554475354026318,
              "pvalue": 0.04254740603632921,
              "lower": -0.4092787729437849,
              "upper": -0.007814615859511126
            },
            {
              "event_time": 0,
              "estimate": 0.20008599493532123,
              "se": 0.09651514527030822,
              "pvalue": 0.05279369384309711,
              "lower": -0.002684800980134905,
              "upper": 0.40285679085077736
            },
            {
              "event_time": 1,
              "estimate": 0.28964581052905813,
              "se": 0.12925163580520002,
              "pvalue": 0.03787740518284041,
              "lower": 0.018098200128705666,
              "upper": 0.5611934209294106
            },
            {
              "event_time": 2,
              "estimate": 0.37529650884837223,
              "se": 0.17754481700284097,
              "pvalue": 0.048751505766089456,
              "lower": 0.002288689676541833,
              "upper": 0.7483043280202026
            }
          ],
          "BJS / did2s": [
            {
              "event_time": -3,
              "estimate": -0.1422850407659213,
              "se": 0.07190296339620741,
              "pvalue": 0.06334073229239616,
              "lower": -0.2933475613236581,
              "upper": 0.008777479791815479
            },
            {
              "event_time": -2,
              "estimate": -0.004851282525528071,
              "se": 0.040109371499887914,
              "pvalue": 0.9050695169109199,
              "lower": -0.08911794512985835,
              "upper": 0.0794153800788022
            },
            {
              "event_time": -1,
              "estimate": 0.038080316360576245,
              "se": 0.024685618348711084,
              "pvalue": 0.14032281813746306,
              "lower": -0.013782243305209455,
              "upper": 0.08994287602636195
            },
            {
              "event_time": 0,
              "estimate": 0.15301615378697636,
              "se": 0.10318350802427366,
              "pvalue": 0.15538500430586255,
              "lower": -0.06376435241060818,
              "upper": 0.3697966599845609
            },
            {
              "event_time": 1,
              "estimate": 0.10075144187741945,
              "se": 0.17004161966225995,
              "pvalue": 0.5608792321418131,
              "lower": -0.2564927446293063,
              "upper": 0.45799562838414526
            },
            {
              "event_time": 2,
              "estimate": 0.14811736881212298,
              "se": 0.16219867397800897,
              "pvalue": 0.3732152714366428,
              "lower": -0.1926494002461466,
              "upper": 0.48888413787039253
            }
          ],
          "Sun\u2013Abraham": [
            {
              "event_time": -3,
              "estimate": -0.6560910095922662,
              "se": 0.2552538794565612,
              "pvalue": 0.019261696259588856,
              "lower": -1.1923595107995848,
              "upper": -0.11982250838494757
            },
            {
              "event_time": -2,
              "estimate": -0.18384861604951183,
              "se": 0.1478208842899422,
              "pvalue": 0.22955519779970204,
              "lower": -0.49440876986217164,
              "upper": 0.12671153776314795
            },
            {
              "event_time": 0,
              "estimate": 0.19949516855403743,
              "se": 0.10565541294206438,
              "pvalue": 0.07523066434478272,
              "lower": -0.022478617166713843,
              "upper": 0.4214689542747887
            },
            {
              "event_time": 1,
              "estimate": 0.37301636176877895,
              "se": 0.13760993528317958,
              "pvalue": 0.014322949767584083,
              "lower": 0.08390861577620407,
              "upper": 0.6621241077613538
            },
            {
              "event_time": 2,
              "estimate": 0.338715295563755,
              "se": 0.23020917869744661,
              "pvalue": 0.15846717217002473,
              "lower": -0.14493624182749826,
              "upper": 0.8223668329550082
            }
          ]
        },
        "target": {
          "event_times": [
            0.0,
            1.0,
            2.0
          ],
          "weights": [
            0.4650735294117647,
            0.35294117647058826,
            0.18198529411764705
          ],
          "weighting": "observations"
        },
        "checks": {
          "did2s_vs_direct_imputation_max_post_difference": 2.7755575615628914e-17,
          "package_aggregate_vs_estimable_cell_weights": 2.7755575615628914e-17,
          "saturated_vs_deviations_relative_rss_difference": 1.5530109714750472e-15
        },
        "inference": {
          "standard_errors": "Cluster-robust; did2s uses two-stage covariance",
          "confidence_intervals": "Pointwise t, clusters minus one degrees of freedom"
        },
        "f_test": {
          "F": 0.10604599693276434,
          "df_num": 1,
          "df_den": 1071,
          "pvalue": 0.744755025448304,
          "log10_pvalue": -0.12798655757635774,
          "inference": "Homoskedastic nested-model F",
          "observations": 1102,
          "design_columns": 9,
          "restricted_design_columns": 8,
          "fixed_effect_rank": 22,
          "covariance_rank": 1,
          "rss_unrestricted": 1024.8580063738461,
          "rss_restricted": 1024.9594835811295,
          "test_horizon": null,
          "reference_cohort": 2,
          "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.-3.0]",
              "C(rel_time, contr.treatment(base=-1.0))[T.-2.0]",
              "C(rel_time, contr.treatment(base=-1.0))[T.0.0]",
              "C(rel_time, contr.treatment(base=-1.0))[T.1.0]",
              "C(rel_time, contr.treatment(base=-1.0))[T.2.0]",
              "C(rel_time, contr.treatment(base=-1.0))[T.-2.0]:cohort_dummy_3"
            ],
            "data": [
              [
                -0.1453334720118309,
                -0.16488157783119572,
                -0.01958083258390086,
                -0.09696280858279616,
                -0.15075438196615368,
                -0.21630931351637112
              ],
              [
                -0.1453334720118309,
                -0.16488157783119572,
                -0.01958083258390086,
                -0.09696280858279616,
                -0.15075438196615368,
                -0.21630931351637112
              ],
              [
                -0.1453334720118309,
                -0.16488157783119572,
                -0.01958083258390086,
                -0.09696280858279616,
                -0.15075438196615368,
                -0.21630931351637112
              ],
              [
                -0.1453334720118309,
                -0.16488157783119572,
                -0.01958083258390086,
                -0.09696280858279616,
                -0.15075438196615368,
                -0.21630931351637112
              ],
              [
                -0.1453334720118309,
                -0.16488157783119572,
                -0.01958083258390086,
                -0.09696280858279616,
                -0.15075438196615368,
                -0.21630931351637112
              ]
            ]
          },
          "formula": "y~i(rel_time,ref=-1.0)+i(rel_time,cohort_dummy_3,ref=-1.0)+i(rel_time,cohort_dummy_4,ref=-1.0)|unit_fe+time_fe",
          "restriction_names": [
            "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_3"
          ],
          "deviations": [
            {
              "event_time": -2.0,
              "cohort": 3,
              "estimate": 0.4608699984745438
            },
            {
              "event_time": 0.0,
              "cohort": 3,
              "estimate": 0.2842616866739558
            },
            {
              "event_time": 1.0,
              "cohort": 3,
              "estimate": 0.11983276851986115
            },
            {
              "event_time": 0.0,
              "cohort": 4,
              "estimate": -0.18698259317271768
            }
          ]
        }
      }
    },
    "code_sha256": {
      "replication_engine.py": "aa5b4502ce913299533b0c0035000b0770df1c69af7de25b04aa0c8532a3ddca",
      "reference_f_test.py": "9cf8f31eeda89784ac1750ea22c35401ae46e24e06279acf938d2d103b78cccf",
      "sparse_did2s.py": "75169d7fbba6e1bad163e564ac9b5b1262a04033eda925dc379dc3eef64c59fa",
      "frequency.py": "8f922ae4be2b63ad9b89515d8e665cda4e11a354258b54ef3b820648243642eb"
    }
  },
  "comparison": {
    "schema": "expensive-replication-v1",
    "config": {
      "outcomes": [
        "y"
      ],
      "treatments": [
        "d"
      ],
      "unit": "unit",
      "time": "time",
      "cluster": "cluster",
      "covariates": [],
      "baseline_by_time": [],
      "weight": null,
      "period_step": 1,
      "period_values": null,
      "display_window": [
        -10,
        10
      ],
      "seed": 20261008,
      "panelview_max_units": 100,
      "test_mode": "classical",
      "test_horizon": null,
      "post_horizon": null,
      "post_weighting": "observations",
      "sample_query": null,
      "reversal_policy": "drop_post_untreated",
      "labels": {
        "y": "Village head cares not only about rich and powerful [Table 3 original scale]",
        "d": "New Curriculum indicator (newcurr)"
      },
      "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": "s01-p022",
      "study_id": 1,
      "study": "Curriculum and Ideology",
      "citation": "Cantoni et al. (2017), JPE. https://doi.org/10.1086/690951",
      "description": "Village head cares not only about rich and powerful [Table 3 original scale]",
      "source_specification_id": "CI-T3-B02-ORIG",
      "specification_id": "S01-P022",
      "data": "repl-archives/twfe-microdata-replication-private/outputs/published_clustering_2026_10_08/curriculum/prepared_rows/CI-T3-B02-ORIG.csv",
      "output_dir": "analyses/archive-expanded/fits/S01-P022"
    },
    "options": {
      "output_dir": "analyses/archive-expanded/fits/S01-P022",
      "regression_results": "analyses/archive-expanded/baselines/S01-P022.json",
      "display_window": [
        -10,
        10
      ],
      "timeout_seconds": 3600
    },
    "source": {
      "file": "CI-T3-B02-ORIG.csv",
      "bytes": 192724,
      "sha256": "425101946df35b124000f034c3bab77ec8b6d9683d87c3e28aef404d1e4dd691"
    },
    "regressions": {
      "y__d": {
        "sample": {
          "outcome": "y",
          "treatment": "d",
          "source_rows": 1755,
          "source_sd": 0.8977045331881176,
          "rows": 1102,
          "units": 19,
          "clusters": 19,
          "treated_units": 13,
          "never_treated_units": 6,
          "treated_cohorts": 3,
          "latest_cohort_control_index": null,
          "unique_unit_period_cells": 76,
          "unsupported_prediction_rows_removed": 0,
          "initially_treated_units_removed": 10,
          "post_adoption_untreated_rows_removed": 0,
          "units_without_minus_one_removed": 0,
          "additional_rows_removed": 0,
          "rows_without_never_control_time_fe_removed": 0
        },
        "estimates": [
          {
            "method": "Static TWFE",
            "estimate": 0.16009312169879325,
            "se": 0.11331471184714757,
            "pvalue": 0.17476733309366588,
            "lower": -0.07797225390444137,
            "upper": 0.3981584973020279
          },
          {
            "method": "Dynamic TWFE",
            "estimate": 0.2635810785224344,
            "se": 0.11505072197633733,
            "pvalue": 0.034245955613432945,
            "lower": 0.021868480976703325,
            "upper": 0.5052936760681654
          },
          {
            "method": "BJS / did2s",
            "estimate": 0.13367827805325316,
            "se": 0.12679861714427199,
            "pvalue": 0.30571198991606996,
            "lower": -0.13271573137723303,
            "upper": 0.40007228748373935
          },
          {
            "method": "Sun\u2013Abraham",
            "estimate": 0.2860739583907882,
            "se": 0.1314196265616813,
            "pvalue": 0.04305014388197034,
            "lower": 0.009971568427105393,
            "upper": 0.5621763483544711
          }
        ],
        "event_studies": {
          "Dynamic TWFE": [
            {
              "event_time": -3,
              "estimate": -0.5127581897822009,
              "se": 0.2109881716430133,
              "pvalue": 0.02577152295884599,
              "lower": -0.9560278898171668,
              "upper": -0.06948848974723498
            },
            {
              "event_time": -2,
              "estimate": -0.208546694401648,
              "se": 0.09554475354026318,
              "pvalue": 0.04254740603632921,
              "lower": -0.4092787729437849,
              "upper": -0.007814615859511126
            },
            {
              "event_time": 0,
              "estimate": 0.20008599493532123,
              "se": 0.09651514527030822,
              "pvalue": 0.05279369384309711,
              "lower": -0.002684800980134905,
              "upper": 0.40285679085077736
            },
            {
              "event_time": 1,
              "estimate": 0.28964581052905813,
              "se": 0.12925163580520002,
              "pvalue": 0.03787740518284041,
              "lower": 0.018098200128705666,
              "upper": 0.5611934209294106
            },
            {
              "event_time": 2,
              "estimate": 0.37529650884837223,
              "se": 0.17754481700284097,
              "pvalue": 0.048751505766089456,
              "lower": 0.002288689676541833,
              "upper": 0.7483043280202026
            }
          ],
          "BJS / did2s": [
            {
              "event_time": -3,
              "estimate": -0.1422850407659213,
              "se": 0.07190296339620741,
              "pvalue": 0.06334073229239616,
              "lower": -0.2933475613236581,
              "upper": 0.008777479791815479
            },
            {
              "event_time": -2,
              "estimate": -0.004851282525528071,
              "se": 0.040109371499887914,
              "pvalue": 0.9050695169109199,
              "lower": -0.08911794512985835,
              "upper": 0.0794153800788022
            },
            {
              "event_time": -1,
              "estimate": 0.038080316360576245,
              "se": 0.024685618348711084,
              "pvalue": 0.14032281813746306,
              "lower": -0.013782243305209455,
              "upper": 0.08994287602636195
            },
            {
              "event_time": 0,
              "estimate": 0.15301615378697636,
              "se": 0.10318350802427366,
              "pvalue": 0.15538500430586255,
              "lower": -0.06376435241060818,
              "upper": 0.3697966599845609
            },
            {
              "event_time": 1,
              "estimate": 0.10075144187741945,
              "se": 0.17004161966225995,
              "pvalue": 0.5608792321418131,
              "lower": -0.2564927446293063,
              "upper": 0.45799562838414526
            },
            {
              "event_time": 2,
              "estimate": 0.14811736881212298,
              "se": 0.16219867397800897,
              "pvalue": 0.3732152714366428,
              "lower": -0.1926494002461466,
              "upper": 0.48888413787039253
            }
          ],
          "Sun\u2013Abraham": [
            {
              "event_time": -3,
              "estimate": -0.6560910095922662,
              "se": 0.2552538794565612,
              "pvalue": 0.019261696259588856,
              "lower": -1.1923595107995848,
              "upper": -0.11982250838494757
            },
            {
              "event_time": -2,
              "estimate": -0.18384861604951183,
              "se": 0.1478208842899422,
              "pvalue": 0.22955519779970204,
              "lower": -0.49440876986217164,
              "upper": 0.12671153776314795
            },
            {
              "event_time": 0,
              "estimate": 0.19949516855403743,
              "se": 0.10565541294206438,
              "pvalue": 0.07523066434478272,
              "lower": -0.022478617166713843,
              "upper": 0.4214689542747887
            },
            {
              "event_time": 1,
              "estimate": 0.37301636176877895,
              "se": 0.13760993528317958,
              "pvalue": 0.014322949767584083,
              "lower": 0.08390861577620407,
              "upper": 0.6621241077613538
            },
            {
              "event_time": 2,
              "estimate": 0.338715295563755,
              "se": 0.23020917869744661,
              "pvalue": 0.15846717217002473,
              "lower": -0.14493624182749826,
              "upper": 0.8223668329550082
            }
          ]
        },
        "target": {
          "event_times": [
            0.0,
            1.0,
            2.0
          ],
          "weights": [
            0.4650735294117647,
            0.35294117647058826,
            0.18198529411764705
          ],
          "weighting": "observations"
        },
        "checks": {
          "did2s_vs_direct_imputation_max_post_difference": 2.7755575615628914e-17,
          "package_aggregate_vs_estimable_cell_weights": 2.7755575615628914e-17,
          "saturated_vs_deviations_relative_rss_difference": 1.5530109714750472e-15
        },
        "inference": {
          "standard_errors": "Cluster-robust; did2s uses two-stage covariance",
          "confidence_intervals": "Pointwise t, clusters minus one degrees of freedom"
        },
        "f_test": {
          "F": 0.10604599693276434,
          "df_num": 1,
          "df_den": 1071,
          "pvalue": 0.744755025448304,
          "log10_pvalue": -0.12798655757635774,
          "inference": "Homoskedastic nested-model F",
          "observations": 1102,
          "design_columns": 9,
          "restricted_design_columns": 8,
          "fixed_effect_rank": 22,
          "covariance_rank": 1,
          "rss_unrestricted": 1024.8580063738461,
          "rss_restricted": 1024.9594835811295,
          "test_horizon": null,
          "reference_cohort": 2,
          "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.-3.0]",
              "C(rel_time, contr.treatment(base=-1.0))[T.-2.0]",
              "C(rel_time, contr.treatment(base=-1.0))[T.0.0]",
              "C(rel_time, contr.treatment(base=-1.0))[T.1.0]",
              "C(rel_time, contr.treatment(base=-1.0))[T.2.0]",
              "C(rel_time, contr.treatment(base=-1.0))[T.-2.0]:cohort_dummy_3"
            ],
            "data": [
              [
                -0.1453334720118309,
                -0.16488157783119572,
                -0.01958083258390086,
                -0.09696280858279616,
                -0.15075438196615368,
                -0.21630931351637112
              ],
              [
                -0.1453334720118309,
                -0.16488157783119572,
                -0.01958083258390086,
                -0.09696280858279616,
                -0.15075438196615368,
                -0.21630931351637112
              ],
              [
                -0.1453334720118309,
                -0.16488157783119572,
                -0.01958083258390086,
                -0.09696280858279616,
                -0.15075438196615368,
                -0.21630931351637112
              ],
              [
                -0.1453334720118309,
                -0.16488157783119572,
                -0.01958083258390086,
                -0.09696280858279616,
                -0.15075438196615368,
                -0.21630931351637112
              ],
              [
                -0.1453334720118309,
                -0.16488157783119572,
                -0.01958083258390086,
                -0.09696280858279616,
                -0.15075438196615368,
                -0.21630931351637112
              ]
            ]
          },
          "formula": "y~i(rel_time,ref=-1.0)+i(rel_time,cohort_dummy_3,ref=-1.0)+i(rel_time,cohort_dummy_4,ref=-1.0)|unit_fe+time_fe",
          "restriction_names": [
            "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_3"
          ],
          "deviations": [
            {
              "event_time": -2.0,
              "cohort": 3,
              "estimate": 0.4608699984745438
            },
            {
              "event_time": 0.0,
              "cohort": 3,
              "estimate": 0.2842616866739558
            },
            {
              "event_time": 1.0,
              "cohort": 3,
              "estimate": 0.11983276851986115
            },
            {
              "event_time": 0.0,
              "cohort": 4,
              "estimate": -0.18698259317271768
            }
          ]
        }
      }
    },
    "alternative_models": {
      "y__d": [
        {
          "method": "CS-DID",
          "class": "csdid.att_gt.ATTgt",
          "package": {
            "csdid": "0.4.2",
            "drdid": "1.1.6"
          },
          "parameters": {
            "est_method": "dr",
            "covariate_basis": "intercept",
            "control_group": "notyettreated",
            "xformla": "y ~ 1",
            "panel": false,
            "effective_panel": false,
            "allow_unbalanced_panel": true,
            "weights_name": "weight",
            "fix_weights": null,
            "base_period": "universal",
            "clustervar": "cluster",
            "aggregate": "dynamic",
            "faster_mode": true
          },
          "data_structure": "repeated cross-section",
          "aggregations": {
            "summaries": [
              {
                "typec": "dynamic",
                "aggregation": "Native CS-DID dynamic",
                "matches_treated_unit_year_target": false,
                "estimate": 0.19180476934518384,
                "se": 0.1270518000214517,
                "lower": -0.05721218286784674,
                "upper": 0.4408217215582144
              },
              {
                "typec": "simple",
                "aggregation": "Native CS-DID simple",
                "matches_treated_unit_year_target": false,
                "estimate": 0.1582498910834851,
                "se": 0.11690141593968675,
                "lower": -0.07087267390003751,
                "upper": 0.38737245606700776
              },
              {
                "typec": "group",
                "aggregation": "Native CS-DID group",
                "matches_treated_unit_year_target": false,
                "estimate": 0.14171455005595088,
                "se": 0.10918078959044614,
                "lower": -0.07227586534496919,
                "upper": 0.3557049654568709
              },
              {
                "typec": "treated_cells",
                "aggregation": "Observed treated observations, configured weights",
                "matches_treated_unit_year_target": true,
                "weight_sum": 544.0,
                "post_cells": 6,
                "estimate": 0.15012425865279708,
                "se": 0.11560113031764206,
                "lower": -0.07644979334190272,
                "upper": 0.37669831064749687
              }
            ],
            "same_group_time_effects": true,
            "additional_covariates": []
          },
          "estimate": 0.19180476934518384,
          "se": 0.1270518000214517,
          "lower": -0.05721218286784674,
          "upper": 0.4408217215582144,
          "event_study": [
            {
              "event_time": -3,
              "estimate": -0.6721519731327188,
              "se": 0.24231049015261177,
              "lower": -1.1470718069080852,
              "upper": -0.1972321393573523,
              "relative_to_minus_one": -0.6721519731327188,
              "n": 0.0
            },
            {
              "event_time": -2,
              "estimate": -0.14449967439394587,
              "se": 0.13137790202257457,
              "lower": -0.401995630722624,
              "upper": 0.11299628193473224,
              "relative_to_minus_one": -0.14449967439394587,
              "n": 0.0
            },
            {
              "event_time": -1,
              "estimate": 0.0,
              "se": null,
              "lower": null,
              "upper": null,
              "relative_to_minus_one": 0.0,
              "n": 0.0
            },
            {
              "event_time": 0,
              "estimate": 0.07938728381484106,
              "se": 0.10778117590008124,
              "lower": -0.1318599391606946,
              "upper": 0.2906345067903767,
              "relative_to_minus_one": 0.07938728381484106,
              "n": 253.0
            },
            {
              "event_time": 1,
              "estimate": 0.15066544260986003,
              "se": 0.1464950500999707,
              "lower": -0.13645957949947335,
              "upper": 0.4377904647191934,
              "relative_to_minus_one": 0.15066544260986003,
              "n": 192.0
            },
            {
              "event_time": 2,
              "estimate": 0.3453615816108504,
              "se": 0.23174743652280802,
              "lower": -0.10885504748333563,
              "upper": 0.7995782107050364,
              "relative_to_minus_one": 0.3453615816108504,
              "n": 99.0
            }
          ],
          "group_time_estimates": [
            {
              "group": 2,
              "year": 1,
              "att": 0.0,
              "se": null,
              "event_time": -1,
              "mass": 0.0
            },
            {
              "group": 2,
              "year": 2,
              "att": 0.06588679874816751,
              "se": 0.15309388516043818,
              "event_time": 0,
              "mass": 96.0
            },
            {
              "group": 2,
              "year": 3,
              "att": 0.0037942021938921055,
              "se": 0.20695694229159842,
              "event_time": 1,
              "mass": 118.0
            },
            {
              "group": 2,
              "year": 4,
              "att": 0.3453615816108504,
              "se": 0.23174743652280802,
              "event_time": 2,
              "mass": 99.0
            },
            {
              "group": 3,
              "year": 1,
              "att": 0.06102394742173965,
              "se": 0.17438399193773535,
              "event_time": -2,
              "mass": 0.0
            },
            {
              "group": 3,
              "year": 2,
              "att": 0.0,
              "se": null,
              "event_time": -1,
              "mass": 0.0
            },
            {
              "group": 3,
              "year": 3,
              "att": 0.17397923845457242,
              "se": 0.17661194775388833,
              "event_time": 0,
              "mass": 92.0
            },
            {
              "group": 3,
              "year": 4,
              "att": 0.35801307613828526,
              "se": 0.12441628917219515,
              "event_time": 1,
              "mass": 74.0
            },
            {
              "group": 4,
              "year": 1,
              "att": -0.6721519731327188,
              "se": 0.24231049015261183,
              "event_time": -3,
              "mass": 0.0
            },
            {
              "group": 4,
              "year": 2,
              "att": -0.43565813863283365,
              "se": 0.15033258449714712,
              "event_time": -2,
              "mass": 0.0
            },
            {
              "group": 4,
              "year": 3,
              "att": 0.0,
              "se": null,
              "event_time": -1,
              "mass": 0.0
            },
            {
              "group": 4,
              "year": 4,
              "att": -0.02761701512476464,
              "se": 0.10775025724444649,
              "event_time": 0,
              "mass": 65.0
            }
          ],
          "treated_cell_att": 0.15012425865279708,
          "treated_cell_se": 0.11560113031764206,
          "checks": {
            "input_rows": 1102,
            "retained_rows": 1102,
            "all_observed_post_cells_estimated": true,
            "dynamic_cluster_se_error": 0.0
          },
          "target": "Equal average of nonnegative native CS-DID event-time effects",
          "donor_rule": "notyettreated",
          "inference": "Configured-cluster analytical influence-function intervals; observed-cell ratio includes estimated weight-share uncertainty",
          "warnings": [],
          "seconds": 0.04628762509673834,
          "status": "estimated"
        },
        {
          "method": "SDID",
          "class": "SyntheticDID",
          "parameters": {},
          "partial_pooling": {
            "parameter": null,
            "value": null,
            "status": "not_applicable",
            "fit_scope": "Separate adoption-cohort fits",
            "within_cohort_target": "Mean treated outcome history",
            "cross_cohort_partial_pooling": false,
            "shared_structure": null,
            "note": "Regularization penalties are not partial-pooling parameters."
          },
          "estimate": 0.4024229175636458,
          "event_study": [
            {
              "event_time": -3,
              "estimate": -0.43428049265956775,
              "raw_gap": -0.314348072804912,
              "n": 48,
              "n_cells": 4,
              "weight_sum": 48.0,
              "relative_to_minus_one": -0.4817466899198969
            },
            {
              "event_time": -2,
              "estimate": -0.14581070011871353,
              "raw_gap": -0.07367953941485032,
              "n": 115,
              "n_cells": 8,
              "weight_sum": 115.0,
              "relative_to_minus_one": -0.19327689737904263
            },
            {
              "event_time": -1,
              "estimate": 0.04746619726032911,
              "raw_gap": 0.08926074309937285,
              "n": 194,
              "n_cells": 13,
              "weight_sum": 194.0,
              "relative_to_minus_one": 0.0
            },
            {
              "event_time": 0,
              "estimate": 0.32154244231241247,
              "raw_gap": 0.36858387076759813,
              "n": 253,
              "n_cells": 13,
              "weight_sum": 253.0,
              "relative_to_minus_one": 0.2740762450520834
            },
            {
              "event_time": 1,
              "estimate": 0.4602134869837917,
              "raw_gap": 0.47741427299132616,
              "n": 192,
              "n_cells": 9,
              "weight_sum": 192.0,
              "relative_to_minus_one": 0.41274728972346264
            },
            {
              "event_time": 2,
              "estimate": 0.49703878534035323,
              "raw_gap": 0.49703878534035284,
              "n": 99,
              "n_cells": 5,
              "weight_sum": 99.0,
              "relative_to_minus_one": 0.4495725880800241
            }
          ],
          "package_event_study": {
            "event_time": [
              -3.0,
              -2.0,
              -1.0,
              0.0,
              1.0,
              2.0
            ],
            "estimate": [
              -0.16350036995802264,
              -0.0668940331338066,
              0.09147336499250312,
              0.3878667637095204,
              0.5183417237373429,
              0.46015738794878647
            ],
            "n": [
              4.0,
              8.0,
              13.0,
              13.0,
              9.0,
              5.0
            ]
          },
          "sdid_pre_gap_correction": [
            {
              "cohort": 1,
              "pre_gap": -3.552713678800501e-16
            },
            {
              "cohort": 2,
              "pre_gap": 0.044629066397927776
            },
            {
              "cohort": 3,
              "pre_gap": 0.11993241985465573
            }
          ],
          "diagnostics": {
            "converged": true,
            "pre_rmse": 0.12595587774021821,
            "zeta_omega": [
              0.0,
              1.1719369622575877,
              0.805686201458618
            ],
            "zeta_lambda": [
              0.0,
              6.968378869256994e-07,
              5.697061765598195e-07
            ]
          },
          "checks": {
            "scalar_vs_treated_cell_average": 0.0,
            "native_scalar_vs_unweighted_matrix_average": 5.551115123125783e-17
          },
          "native_matrix_att": 0.41375437670376836,
          "matrix_preparation": {
            "source_rows": 1102,
            "matrix_shape": [
              19,
              4
            ],
            "observed_cells": 76,
            "missing_cells": 0,
            "repeated_cells": 76,
            "minimum_cell_count": 2,
            "maximum_cell_count": 47,
            "observation_mass": 1102.0,
            "treated_observation_mass": 544.0,
            "within_cell_aggregation": "Observation-weighted outcome mean",
            "fitting_weights": "Standard crabbymetrics objective on cell means; no cell-count precision weighting",
            "reporting_weights": "Sum of original observation weights per treated unit-period"
          },
          "seconds": 0.0003370000049471855,
          "crabbymetrics": "0.9.1",
          "normalization": "Original source outcome / source SD; no mean subtraction",
          "target": "All observed treated observations, using configured observation weights; cell mass equals sum of row weights",
          "status": "estimated"
        },
        {
          "method": "Matrix completion",
          "class": "MatrixCompletion",
          "parameters": {
            "lambda_fraction": 0.25,
            "max_iterations": 1000,
            "tolerance": 1e-12
          },
          "partial_pooling": {
            "parameter": null,
            "value": null,
            "status": "not_applicable",
            "fit_scope": "Joint untreated-cell fit",
            "within_cohort_target": null,
            "cross_cohort_partial_pooling": false,
            "shared_structure": "Low-rank matrix and unit/time effects",
            "note": "Regularization penalties are not partial-pooling parameters."
          },
          "estimate": 0.2429645712459567,
          "event_study": [
            {
              "event_time": -3,
              "estimate": -0.06675588942063254,
              "raw_gap": -0.06675588942063254,
              "n": 48,
              "n_cells": 4,
              "weight_sum": 48.0,
              "relative_to_minus_one": -0.09079106599736234
            },
            {
              "event_time": -2,
              "estimate": -0.022455222229872677,
              "raw_gap": -0.022455222229872677,
              "n": 115,
              "n_cells": 8,
              "weight_sum": 115.0,
              "relative_to_minus_one": -0.046490398806602475
            },
            {
              "event_time": -1,
              "estimate": 0.024035176576729798,
              "raw_gap": 0.024035176576729798,
              "n": 194,
              "n_cells": 13,
              "weight_sum": 194.0,
              "relative_to_minus_one": 0.0
            },
            {
              "event_time": 0,
              "estimate": 0.22444555845570632,
              "raw_gap": 0.22444555845570632,
              "n": 253,
              "n_cells": 13,
              "weight_sum": 253.0,
              "relative_to_minus_one": 0.20041038187897653
            },
            {
              "event_time": 1,
              "estimate": 0.2457508701066293,
              "raw_gap": 0.2457508701066293,
              "n": 192,
              "n_cells": 9,
              "weight_sum": 192.0,
              "relative_to_minus_one": 0.2217156935298995
            },
            {
              "event_time": 2,
              "estimate": 0.2848872061417566,
              "raw_gap": 0.2848872061417566,
              "n": 99,
              "n_cells": 5,
              "weight_sum": 99.0,
              "relative_to_minus_one": 0.2608520295650268
            }
          ],
          "package_event_study": {
            "event_time": [
              -3.0,
              -2.0,
              -1.0,
              0.0,
              1.0,
              2.0
            ],
            "estimate": [
              -0.03902421893358088,
              -0.015452474274812722,
              0.021516752606820615,
              0.26880765493828995,
              0.33092960527578585,
              0.2836468191645836
            ],
            "n": [
              4.0,
              8.0,
              13.0,
              13.0,
              9.0,
              5.0
            ]
          },
          "sdid_pre_gap_correction": [],
          "diagnostics": {
            "converged": true,
            "iterations": 30,
            "termination_reason": "Relative objective tolerance reached",
            "objective": 0.03305372672930202,
            "lambda_l": 0.014926235463593077,
            "singular_values": [
              1.1423473498100325,
              0.5249247432022525,
              0.0,
              0.0
            ],
            "history_objective": [
              0.033460017711023984,
              0.03315853134103293,
              0.03308258801673872,
              0.03306251229116901,
              0.03305660323691251,
              0.033054719459918724,
              0.03305409223581324,
              0.03305387234382719,
              0.033053788171069236,
              0.03305375370287743,
              0.0330537388913546,
              0.03305373231523151,
              0.033053729330718165,
              0.03305372795512568,
              0.033053727313427,
              0.03305372701088201,
              0.033053726866733385,
              0.03305372679728438,
              0.03305372676341496,
              0.03305372674667526,
              0.03305372673828125,
              0.03305372673400721,
              0.03305372673179623,
              0.033053726730634274,
              0.03305372673001418,
              0.03305372672967839,
              0.033053726729494165,
              0.03305372672939185,
              0.03305372672933449,
              0.03305372672930202
            ],
            "history_rmse": [
              0.08960432983107447,
              0.09027324228048508,
              0.09043281720734411,
              0.09046982141634263,
              0.09048051231960703,
              0.09047450580520466,
              0.09042336681438318,
              0.09039895966707799,
              0.09038693869985111,
              0.09038094190466416,
              0.09037793778055749,
              0.09037643282455277,
              0.09037568063522561,
              0.09037530618346645,
              0.09037512082243106,
              0.09037502975656714,
              0.09037498546473961,
              0.09037496420955977,
              0.09037495419185376,
              0.09037494958514428,
              0.0903749475377911,
              0.0903749466709755,
              0.09037494632916268,
              0.09037494620809258,
              0.09037494617148181,
              0.09037494616161539,
              0.09037494615633668,
              0.0903749461487667,
              0.09037494613801991,
              0.09037494612514568
            ]
          },
          "checks": {
            "scalar_vs_treated_cell_average": 0.0,
            "native_scalar_vs_unweighted_matrix_average": 0.0
          },
          "native_matrix_att": 0.2922629650926948,
          "matrix_preparation": {
            "source_rows": 1102,
            "matrix_shape": [
              19,
              4
            ],
            "observed_cells": 76,
            "missing_cells": 0,
            "repeated_cells": 76,
            "minimum_cell_count": 2,
            "maximum_cell_count": 47,
            "observation_mass": 1102.0,
            "treated_observation_mass": 544.0,
            "within_cell_aggregation": "Observation-weighted outcome mean",
            "fitting_weights": "Standard crabbymetrics objective on cell means; no cell-count precision weighting",
            "reporting_weights": "Sum of original observation weights per treated unit-period"
          },
          "seconds": 0.00022804224863648415,
          "crabbymetrics": "0.9.1",
          "normalization": "Original source outcome / source SD; no mean subtraction",
          "target": "All observed treated observations, using configured observation weights; cell mass equals sum of row weights",
          "status": "estimated"
        },
        {
          "method": "Horizontal ridge",
          "class": "HorizontalPanelRidge",
          "parameters": {
            "penalty": 1.0
          },
          "partial_pooling": {
            "parameter": null,
            "value": null,
            "status": "not_applicable",
            "fit_scope": "Separate adoption-cohort fits",
            "within_cohort_target": "Mean treated outcome history",
            "cross_cohort_partial_pooling": false,
            "shared_structure": null,
            "note": "Regularization penalties are not partial-pooling parameters."
          },
          "estimate": 0.24904205383548816,
          "event_study": [
            {
              "event_time": -3,
              "estimate": -0.21582901156992426,
              "raw_gap": -0.21582901156992426,
              "n": 48,
              "n_cells": 4,
              "weight_sum": 48.0,
              "relative_to_minus_one": -0.24525718309685932
            },
            {
              "event_time": -2,
              "estimate": -0.01901638442541593,
              "raw_gap": -0.01901638442541593,
              "n": 115,
              "n_cells": 8,
              "weight_sum": 115.0,
              "relative_to_minus_one": -0.048444555952350976
            },
            {
              "event_time": -1,
              "estimate": 0.02942817152693505,
              "raw_gap": 0.02942817152693505,
              "n": 194,
              "n_cells": 13,
              "weight_sum": 194.0,
              "relative_to_minus_one": 0.0
            },
            {
              "event_time": 0,
              "estimate": 0.23890621120826022,
              "raw_gap": 0.23890621120826022,
              "n": 253,
              "n_cells": 13,
              "weight_sum": 253.0,
              "relative_to_minus_one": 0.20947803968132517
            },
            {
              "event_time": 1,
              "estimate": 0.1944662826060081,
              "raw_gap": 0.1944662826060081,
              "n": 192,
              "n_cells": 9,
              "weight_sum": 192.0,
              "relative_to_minus_one": 0.16503811107907304
            },
            {
              "event_time": 2,
              "estimate": 0.38078868273194133,
              "raw_gap": 0.38078868273194133,
              "n": 99,
              "n_cells": 5,
              "weight_sum": 99.0,
              "relative_to_minus_one": 0.3513605112050063
            }
          ],
          "package_event_study": {
            "event_time": [
              -3.0,
              -2.0,
              -1.0,
              0.0,
              1.0,
              2.0
            ],
            "estimate": [
              -0.06498130872303487,
              0.002129788327979165,
              0.01868360986705138,
              0.2810556916605257,
              0.24803742613461827,
              0.34390728534037496
            ],
            "n": [
              4.0,
              8.0,
              13.0,
              13.0,
              9.0,
              5.0
            ]
          },
          "sdid_pre_gap_correction": [],
          "diagnostics": {
            "pre_rmse": 0.04298378100223746,
            "penalty": 1.0
          },
          "checks": {
            "scalar_vs_treated_cell_average": 5.551115123125783e-17,
            "native_scalar_vs_unweighted_matrix_average": 5.551115123125783e-17
          },
          "native_matrix_att": 0.28168878716667684,
          "matrix_preparation": {
            "source_rows": 1102,
            "matrix_shape": [
              19,
              4
            ],
            "observed_cells": 76,
            "missing_cells": 0,
            "repeated_cells": 76,
            "minimum_cell_count": 2,
            "maximum_cell_count": 47,
            "observation_mass": 1102.0,
            "treated_observation_mass": 544.0,
            "within_cell_aggregation": "Observation-weighted outcome mean",
            "fitting_weights": "Standard crabbymetrics objective on cell means; no cell-count precision weighting",
            "reporting_weights": "Sum of original observation weights per treated unit-period"
          },
          "seconds": 0.00014562532305717468,
          "crabbymetrics": "0.9.1",
          "normalization": "Original source outcome / source SD; no mean subtraction",
          "target": "All observed treated observations, using configured observation weights; cell mass equals sum of row weights",
          "status": "estimated"
        },
        {
          "method": "Multisynth (cohort-averaged)",
          "status": "unsupported",
          "reason": "multisynth-cohort: requires one observation per unit-period; no observations collapsed."
        },
        {
          "method": "Multisynth (individual)",
          "status": "unsupported",
          "reason": "multisynth-individual: requires one observation per unit-period; no observations collapsed."
        }
      ]
    },
    "combined_table": [
      {
        "Outcome / treatment": "y__d",
        "Estimator": "Static TWFE",
        "Estimate (SDs)": 0.16009312169879325,
        "SE": 0.11331471184714757,
        "Aggregation": "Coefficient",
        "Event study": "No",
        "Status": "estimated",
        "Note": ""
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "Dynamic TWFE",
        "Estimate (SDs)": 0.2635810785224344,
        "SE": 0.11505072197633733,
        "Aggregation": "observations",
        "Event study": "Yes",
        "Status": "estimated",
        "Note": ""
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "BJS / did2s",
        "Estimate (SDs)": 0.13367827805325316,
        "SE": 0.12679861714427199,
        "Aggregation": "observations",
        "Event study": "Yes",
        "Status": "estimated",
        "Note": ""
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "Sun\u2013Abraham",
        "Estimate (SDs)": 0.2860739583907882,
        "SE": 0.1314196265616813,
        "Aggregation": "observations",
        "Event study": "Yes",
        "Status": "estimated",
        "Note": ""
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "CS-DID",
        "Estimate (SDs)": 0.19180476934518384,
        "SE": 0.1270518000214517,
        "Aggregation": "Equal post-event times",
        "Event study": "Yes",
        "Status": "estimated",
        "Note": ""
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "CS-DID (treated cells)",
        "Estimate (SDs)": 0.15012425865279708,
        "SE": 0.11560113031764206,
        "Aggregation": "Treated cells",
        "Event study": "Same CS-DID path",
        "Status": "estimated",
        "Note": ""
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "SDID",
        "Estimate (SDs)": 0.4024229175636458,
        "SE": null,
        "Aggregation": "Treated cells",
        "Event study": "Yes",
        "Status": "estimated",
        "Note": ""
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "Matrix completion",
        "Estimate (SDs)": 0.2429645712459567,
        "SE": null,
        "Aggregation": "Treated cells",
        "Event study": "Yes",
        "Status": "estimated",
        "Note": ""
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "Horizontal ridge",
        "Estimate (SDs)": 0.24904205383548816,
        "SE": null,
        "Aggregation": "Treated cells",
        "Event study": "Yes",
        "Status": "estimated",
        "Note": ""
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "Multisynth (cohort-averaged)",
        "Estimate (SDs)": null,
        "SE": null,
        "Aggregation": "Treated cells",
        "Event study": "No",
        "Status": "unsupported",
        "Note": "multisynth-cohort: requires one observation per unit-period; no observations collapsed."
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "Multisynth (individual)",
        "Estimate (SDs)": null,
        "SE": null,
        "Aggregation": "Treated cells",
        "Event study": "No",
        "Status": "unsupported",
        "Note": "multisynth-individual: requires one observation per unit-period; no observations collapsed."
      }
    ],
    "adapter_sha256": {
      "validate_template.py": "acaff11c7459081dc8abf2f6a6eaf882aed70c073f4681e9f5ce6d63eae93e39",
      "mtgpax_worker.py": "7279b1b2aaa3f5909cd39ac1964d2e9c75907219011fe661a015511131affa85",
      "csdid_general.py": "07619c3b3dfee796ae9e4842afdbc6e367a74cece254ede73f7c403dfc924f6d",
      "runner.py": "cbb7d135d08e454e57f87bee2bba8365431617b1f8295727611cadb00414f0f4",
      "matrix_inputs.py": "3f675276f9022147996dd5b62762721be2dd436d5db171491a286b05628176ae",
      "csdid_model.py": "b9fd5536d4886e99a707d2b162db5b11da3ff463930eca5b7590d27500096a3f",
      "multisynth_model.R": "3ae0740c5b75b14f563dacc9961688e8286655866a6b435045a3ef6f453c1604",
      "csdid_streaming.py": "378198e98c44bd46862601bdcb514b19d9ea4038cddc38dad7fdba9b0aa0216b",
      "multisynth_sparse.R": "f9ab3d8d7f7b52a79ccd694c7173f626276a0830f23bb79e527c88c0f0292540",
      "matrix_models.py": "1d19f99cf01acbd1dbfd9179242a52d0a0720b78b08f6fcff09ab2eb0560eccc",
      "csdid_aggregations.py": "cbed0fb13450d9398f9a59d53dbfdf8e275a74daa01158c38c0f3396a3e8c6ee",
      "bootstrap_matrix.py": "9815529a8ae1abb9440939848b5f003758a359e14d400747488c6af340bf6be4",
      "eligibility.py": "a7b9e165017d6ac92b40068a0a274585962dbb40b09a4101ccd1ddb072ca51dd"
    },
    "scalar_ranges": [
      {
        "Outcome / treatment": "y__d",
        "Estimator": "Static TWFE",
        "Estimate (SDs)": 0.16009312169879325,
        "SE": 0.11331471184714757,
        "Aggregation": "Coefficient",
        "Event study": "No",
        "Status": "estimated",
        "Note": "",
        "lower": -0.07797225390444137,
        "upper": 0.3981584973020279,
        "ci_level": 0.95,
        "inference": "Configured-cluster regression interval"
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "Dynamic TWFE",
        "Estimate (SDs)": 0.2635810785224344,
        "SE": 0.11505072197633733,
        "Aggregation": "Treated cells",
        "Event study": "Yes",
        "Status": "estimated",
        "Note": "",
        "lower": 0.021868480976703325,
        "upper": 0.5052936760681654,
        "ci_level": 0.95,
        "inference": "Configured-cluster regression interval"
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "BJS / did2s",
        "Estimate (SDs)": 0.13367827805325316,
        "SE": 0.12679861714427199,
        "Aggregation": "Treated cells",
        "Event study": "Yes",
        "Status": "estimated",
        "Note": "",
        "lower": -0.13271573137723303,
        "upper": 0.40007228748373935,
        "ci_level": 0.95,
        "inference": "Configured-cluster regression interval"
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "Sun\u2013Abraham",
        "Estimate (SDs)": 0.2860739583907882,
        "SE": 0.1314196265616813,
        "Aggregation": "Treated cells",
        "Event study": "Yes",
        "Status": "estimated",
        "Note": "",
        "lower": 0.009971568427105393,
        "upper": 0.5621763483544711,
        "ci_level": 0.95,
        "inference": "Configured-cluster regression interval"
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "CS-DID (equal event-time)",
        "Estimate (SDs)": 0.19180476934518384,
        "SE": 0.1270518000214517,
        "Aggregation": "Equal post-event times",
        "Event study": "Yes",
        "Status": "estimated",
        "Note": "",
        "lower": -0.05721218286784674,
        "upper": 0.4408217215582144,
        "ci_level": 0.95,
        "inference": "Configured-cluster analytical influence-function intervals; observed-cell ratio includes estimated weight-share uncertainty"
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "CS-DID (treated cells)",
        "Estimate (SDs)": 0.15012425865279708,
        "SE": 0.11560113031764206,
        "Aggregation": "Treated cells",
        "Event study": "Same CS-DID path",
        "Status": "estimated",
        "Note": "",
        "lower": -0.07644979334190272,
        "upper": 0.37669831064749687,
        "ci_level": 0.95,
        "inference": "Configured-cluster analytical influence-function intervals; observed-cell ratio includes estimated weight-share uncertainty"
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "SDID",
        "Estimate (SDs)": 0.4024229175636458,
        "SE": null,
        "Aggregation": "Treated cells",
        "Event study": "Yes",
        "Status": "estimated",
        "Note": "",
        "lower": null,
        "upper": null,
        "ci_level": null,
        "inference": "Not computed"
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "Matrix completion",
        "Estimate (SDs)": 0.2429645712459567,
        "SE": null,
        "Aggregation": "Treated cells",
        "Event study": "Yes",
        "Status": "estimated",
        "Note": "",
        "lower": null,
        "upper": null,
        "ci_level": null,
        "inference": "Not computed"
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "Horizontal ridge",
        "Estimate (SDs)": 0.24904205383548816,
        "SE": null,
        "Aggregation": "Treated cells",
        "Event study": "Yes",
        "Status": "estimated",
        "Note": "",
        "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: requires one observation per unit-period; no observations collapsed.",
        "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: requires one observation per unit-period; no observations collapsed.",
        "lower": null,
        "upper": null,
        "ci_level": null,
        "inference": "Not computed"
      }
    ],
    "reporting_source": {
      "path": "templates/reporting/comparison_report.py",
      "sha256": "94e9c5116a13335ead2db81834cac48593160291aea51c30c12fe3e11e5da1ce"
    }
  },
  "finished": 1791588631.521593,
  "scalar_ranges": [
    {
      "Outcome / treatment": "y__d",
      "Estimator": "Static TWFE",
      "Estimate (SDs)": 0.16009312169879325,
      "SE": 0.11331471184714757,
      "Aggregation": "Coefficient",
      "Event study": "No",
      "Status": "estimated",
      "Note": "",
      "lower": -0.07797225390444137,
      "upper": 0.3981584973020279,
      "ci_level": 0.95,
      "inference": "Configured-cluster regression interval"
    },
    {
      "Outcome / treatment": "y__d",
      "Estimator": "Dynamic TWFE",
      "Estimate (SDs)": 0.2635810785224344,
      "SE": 0.11505072197633733,
      "Aggregation": "Treated cells",
      "Event study": "Yes",
      "Status": "estimated",
      "Note": "",
      "lower": 0.021868480976703325,
      "upper": 0.5052936760681654,
      "ci_level": 0.95,
      "inference": "Configured-cluster regression interval"
    },
    {
      "Outcome / treatment": "y__d",
      "Estimator": "BJS / did2s",
      "Estimate (SDs)": 0.13367827805325316,
      "SE": 0.12679861714427199,
      "Aggregation": "Treated cells",
      "Event study": "Yes",
      "Status": "estimated",
      "Note": "",
      "lower": -0.13271573137723303,
      "upper": 0.40007228748373935,
      "ci_level": 0.95,
      "inference": "Configured-cluster regression interval"
    },
    {
      "Outcome / treatment": "y__d",
      "Estimator": "Sun\u2013Abraham",
      "Estimate (SDs)": 0.2860739583907882,
      "SE": 0.1314196265616813,
      "Aggregation": "Treated cells",
      "Event study": "Yes",
      "Status": "estimated",
      "Note": "",
      "lower": 0.009971568427105393,
      "upper": 0.5621763483544711,
      "ci_level": 0.95,
      "inference": "Configured-cluster regression interval"
    },
    {
      "Outcome / treatment": "y__d",
      "Estimator": "CS-DID (equal event-time)",
      "Estimate (SDs)": 0.19180476934518384,
      "SE": 0.1270518000214517,
      "Aggregation": "Equal post-event times",
      "Event study": "Yes",
      "Status": "estimated",
      "Note": "",
      "lower": -0.05721218286784674,
      "upper": 0.4408217215582144,
      "ci_level": 0.95,
      "inference": "Configured-cluster analytical influence-function intervals; observed-cell ratio includes estimated weight-share uncertainty"
    },
    {
      "Outcome / treatment": "y__d",
      "Estimator": "CS-DID (treated cells)",
      "Estimate (SDs)": 0.15012425865279708,
      "SE": 0.11560113031764206,
      "Aggregation": "Treated cells",
      "Event study": "Same CS-DID path",
      "Status": "estimated",
      "Note": "",
      "lower": -0.07644979334190272,
      "upper": 0.37669831064749687,
      "ci_level": 0.95,
      "inference": "Configured-cluster analytical influence-function intervals; observed-cell ratio includes estimated weight-share uncertainty"
    },
    {
      "Outcome / treatment": "y__d",
      "Estimator": "SDID",
      "Estimate (SDs)": 0.4024229175636458,
      "SE": null,
      "Aggregation": "Treated cells",
      "Event study": "Yes",
      "Status": "estimated",
      "Note": "",
      "lower": null,
      "upper": null,
      "ci_level": null,
      "inference": "Not computed"
    },
    {
      "Outcome / treatment": "y__d",
      "Estimator": "Matrix completion",
      "Estimate (SDs)": 0.2429645712459567,
      "SE": null,
      "Aggregation": "Treated cells",
      "Event study": "Yes",
      "Status": "estimated",
      "Note": "",
      "lower": null,
      "upper": null,
      "ci_level": null,
      "inference": "Not computed"
    },
    {
      "Outcome / treatment": "y__d",
      "Estimator": "Horizontal ridge",
      "Estimate (SDs)": 0.24904205383548816,
      "SE": null,
      "Aggregation": "Treated cells",
      "Event study": "Yes",
      "Status": "estimated",
      "Note": "",
      "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: requires one observation per unit-period; no observations collapsed.",
      "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: requires one observation per unit-period; no observations collapsed.",
      "lower": null,
      "upper": null,
      "ci_level": null,
      "inference": "Not computed"
    }
  ]
}
