{
  "study_id": 1,
  "specification_id": "S01-P029",
  "source_specification_id": "CI-T3-B09-ORIG",
  "role": "active_comparison",
  "published_source_location": "Table 3, panel B, row 9 (\"Bribes are not effective\"), accepted-manuscript p. 46",
  "outcome_label": "Bribes are not effective [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-P029.json",
  "input_bytes": 190428,
  "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": "Bribes are not effective [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-p029",
      "study_id": 1,
      "study": "Curriculum and Ideology",
      "citation": "Cantoni et al. (2017), JPE. https://doi.org/10.1086/690951",
      "description": "Bribes are not effective [Table 3 original scale]",
      "source_specification_id": "CI-T3-B09-ORIG",
      "specification_id": "S01-P029",
      "data": "repl-archives/twfe-microdata-replication-private/outputs/published_clustering_2026_10_08/curriculum/prepared_rows/CI-T3-B09-ORIG.csv",
      "output_dir": "analyses/full-archive/results/S01-P029"
    },
    "source": {
      "file": "CI-T3-B09-ORIG.csv",
      "bytes": 190428,
      "sha256": "9d980625120d4f37a6e9b42233dccbd9d56402b5205ecce5eb790d2925823a62"
    },
    "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": 1734,
          "source_sd": 0.4002018943252916,
          "rows": 1091,
          "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": 0.12759187653047674,
            "se": 0.09968996583014077,
            "pvalue": 0.21683543685784706,
            "lower": -0.08184896987294199,
            "upper": 0.33703272293389547
          },
          {
            "method": "Dynamic TWFE",
            "estimate": 0.04808452413869369,
            "se": 0.16730974688766975,
            "pvalue": 0.7770899236636226,
            "lower": -0.30342021064476116,
            "upper": 0.3995892589221485
          },
          {
            "method": "BJS / did2s",
            "estimate": 0.0818066332020922,
            "se": 0.13651257678554493,
            "pvalue": 0.5564672072536441,
            "lower": -0.20499564813675625,
            "upper": 0.36860891454094064
          },
          {
            "method": "Sun\u2013Abraham",
            "estimate": 0.06328050733614857,
            "se": 0.18424735042915266,
            "pvalue": 0.7352358858612918,
            "lower": -0.3238088120364724,
            "upper": 0.45036982670876946
          }
        ],
        "event_studies": {
          "Dynamic TWFE": [
            {
              "event_time": -3,
              "estimate": 0.1563748551595671,
              "se": 0.2499571165373897,
              "pvalue": 0.5394248400069598,
              "lower": -0.3687655600889327,
              "upper": 0.6815152704080668
            },
            {
              "event_time": -2,
              "estimate": 0.10300556162713713,
              "se": 0.13962619374979568,
              "pvalue": 0.470191206557467,
              "lower": -0.19033818621677412,
              "upper": 0.3963493094710484
            },
            {
              "event_time": 0,
              "estimate": 0.11103710830087005,
              "se": 0.10990326730449747,
              "pvalue": 0.3257328165586,
              "lower": -0.11986108827365097,
              "upper": 0.34193530487539103
            },
            {
              "event_time": 1,
              "estimate": 0.03505006654445588,
              "se": 0.20500177230349817,
              "pvalue": 0.8661511219745038,
              "lower": -0.39564267517643825,
              "upper": 0.46574280826535
            },
            {
              "event_time": 2,
              "estimate": -0.08956404956445069,
              "se": 0.32376050475553203,
              "pvalue": 0.785210590741005,
              "lower": -0.7697596297649114,
              "upper": 0.5906315306360099
            }
          ],
          "BJS / did2s": [
            {
              "event_time": -3,
              "estimate": -0.005927075311553477,
              "se": 0.06076190800426811,
              "pvalue": 0.9233708632437275,
              "lower": -0.1335831070448187,
              "upper": 0.12172895642171175
            },
            {
              "event_time": -2,
              "estimate": 0.02786902532372409,
              "se": 0.0322510640488096,
              "pvalue": 0.3988872794089986,
              "lower": -0.03988794595764536,
              "upper": 0.09562599660509355
            },
            {
              "event_time": -1,
              "estimate": -0.015401809950857917,
              "se": 0.02799388741224492,
              "pvalue": 0.5889556633200141,
              "lower": -0.07421478500726944,
              "upper": 0.0434111651055536
            },
            {
              "event_time": 0,
              "estimate": 0.10803130267320561,
              "se": 0.10109869509026195,
              "pvalue": 0.2993839975526866,
              "lower": -0.10436917408153416,
              "upper": 0.3204317794279454
            },
            {
              "event_time": 1,
              "estimate": 0.10617035875650131,
              "se": 0.1815151690397059,
              "pvalue": 0.5658676815600207,
              "lower": -0.27517886051709456,
              "upper": 0.4875195780300972
            },
            {
              "event_time": 2,
              "estimate": -0.0323857959291956,
              "se": 0.2606410196947955,
              "pvalue": 0.9024909176720385,
              "lower": -0.5799722587968899,
              "upper": 0.5152006669384988
            }
          ],
          "Sun\u2013Abraham": [
            {
              "event_time": -3,
              "estimate": 0.0860704154514547,
              "se": 0.3400436782749647,
              "pvalue": 0.803046976015357,
              "lower": -0.6283348428810513,
              "upper": 0.8004756737839607
            },
            {
              "event_time": -2,
              "estimate": 0.10305378445934474,
              "se": 0.14742196599220175,
              "pvalue": 0.4934618381223737,
              "lower": -0.20666827310933675,
              "upper": 0.4127758420280262
            },
            {
              "event_time": 0,
              "estimate": 0.12209859589741048,
              "se": 0.1076784243766459,
              "pvalue": 0.27170525824691344,
              "lower": -0.10412537913391279,
              "upper": 0.34832257092873375
            },
            {
              "event_time": 1,
              "estimate": 0.06654886844725386,
              "se": 0.27429291333231326,
              "pvalue": 0.8110430501552339,
              "lower": -0.509719158654528,
              "upper": 0.6428168955490356
            },
            {
              "event_time": 2,
              "estimate": -0.09480275729421832,
              "se": 0.2965625146539152,
              "pvalue": 0.7528974454524381,
              "lower": -0.7178574806399346,
              "upper": 0.528251966051498
            }
          ]
        },
        "target": {
          "event_times": [
            0.0,
            1.0,
            2.0
          ],
          "weights": [
            0.47026022304832715,
            0.3475836431226766,
            0.1821561338289963
          ],
          "weighting": "observations"
        },
        "checks": {
          "did2s_vs_direct_imputation_max_post_difference": 1.1796119636642288e-16,
          "package_aggregate_vs_estimable_cell_weights": 0.0,
          "saturated_vs_deviations_relative_rss_difference": 2.447318097966414e-15
        },
        "inference": {
          "standard_errors": "Cluster-robust; did2s uses two-stage covariance",
          "confidence_intervals": "Pointwise t, clusters minus one degrees of freedom"
        },
        "f_test": {
          "F": 0.014258002535090686,
          "df_num": 1,
          "df_den": 1060,
          "pvalue": 0.904975638165574,
          "log10_pvalue": -0.043363111792219855,
          "inference": "Homoskedastic nested-model F",
          "observations": 1091,
          "design_columns": 9,
          "restricted_design_columns": 8,
          "fixed_effect_rank": 22,
          "covariance_rank": 1,
          "rss_unrestricted": 1114.8873975908612,
          "rss_restricted": 1114.9023938808057,
          "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": [
              [
                -0.14425222279883212,
                -0.1656208725586099,
                -0.019728174320834506,
                -0.09562248341806762,
                -0.15178610202661952,
                -0.21739408050877965
              ],
              [
                -0.14425222279883212,
                -0.1656208725586099,
                -0.019728174320834506,
                -0.09562248341806762,
                -0.15178610202661952,
                -0.21739408050877965
              ],
              [
                -0.14425222279883212,
                -0.1656208725586099,
                -0.019728174320834506,
                -0.09562248341806762,
                -0.15178610202661952,
                -0.21739408050877965
              ],
              [
                -0.14425222279883212,
                -0.1656208725586099,
                -0.019728174320834506,
                -0.09562248341806762,
                -0.15178610202661952,
                -0.21739408050877965
              ],
              [
                -0.14425222279883212,
                -0.1656208725586099,
                -0.019728174320834506,
                -0.09562248341806762,
                -0.15178610202661952,
                -0.21739408050877965
              ]
            ]
          },
          "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": 0.03495309429464084
            },
            {
              "event_time": 0.0,
              "cohort": 3,
              "estimate": 0.06150668629133259
            },
            {
              "event_time": 1.0,
              "cohort": 3,
              "estimate": 0.04630017420880478
            },
            {
              "event_time": 0.0,
              "cohort": 4,
              "estimate": -0.13724573223356837
            }
          ]
        }
      }
    },
    "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": "Bribes are not effective [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-p029",
      "study_id": 1,
      "study": "Curriculum and Ideology",
      "citation": "Cantoni et al. (2017), JPE. https://doi.org/10.1086/690951",
      "description": "Bribes are not effective [Table 3 original scale]",
      "source_specification_id": "CI-T3-B09-ORIG",
      "specification_id": "S01-P029",
      "data": "repl-archives/twfe-microdata-replication-private/outputs/published_clustering_2026_10_08/curriculum/prepared_rows/CI-T3-B09-ORIG.csv",
      "output_dir": "analyses/archive-expanded/fits/S01-P029"
    },
    "options": {
      "output_dir": "analyses/archive-expanded/fits/S01-P029",
      "regression_results": "analyses/archive-expanded/baselines/S01-P029.json",
      "display_window": [
        -10,
        10
      ],
      "timeout_seconds": 3600
    },
    "source": {
      "file": "CI-T3-B09-ORIG.csv",
      "bytes": 190428,
      "sha256": "9d980625120d4f37a6e9b42233dccbd9d56402b5205ecce5eb790d2925823a62"
    },
    "regressions": {
      "y__d": {
        "sample": {
          "outcome": "y",
          "treatment": "d",
          "source_rows": 1734,
          "source_sd": 0.4002018943252916,
          "rows": 1091,
          "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": 0.12759187653047674,
            "se": 0.09968996583014077,
            "pvalue": 0.21683543685784706,
            "lower": -0.08184896987294199,
            "upper": 0.33703272293389547
          },
          {
            "method": "Dynamic TWFE",
            "estimate": 0.04808452413869369,
            "se": 0.16730974688766975,
            "pvalue": 0.7770899236636226,
            "lower": -0.30342021064476116,
            "upper": 0.3995892589221485
          },
          {
            "method": "BJS / did2s",
            "estimate": 0.0818066332020922,
            "se": 0.13651257678554493,
            "pvalue": 0.5564672072536441,
            "lower": -0.20499564813675625,
            "upper": 0.36860891454094064
          },
          {
            "method": "Sun\u2013Abraham",
            "estimate": 0.06328050733614857,
            "se": 0.18424735042915266,
            "pvalue": 0.7352358858612918,
            "lower": -0.3238088120364724,
            "upper": 0.45036982670876946
          }
        ],
        "event_studies": {
          "Dynamic TWFE": [
            {
              "event_time": -3,
              "estimate": 0.1563748551595671,
              "se": 0.2499571165373897,
              "pvalue": 0.5394248400069598,
              "lower": -0.3687655600889327,
              "upper": 0.6815152704080668
            },
            {
              "event_time": -2,
              "estimate": 0.10300556162713713,
              "se": 0.13962619374979568,
              "pvalue": 0.470191206557467,
              "lower": -0.19033818621677412,
              "upper": 0.3963493094710484
            },
            {
              "event_time": 0,
              "estimate": 0.11103710830087005,
              "se": 0.10990326730449747,
              "pvalue": 0.3257328165586,
              "lower": -0.11986108827365097,
              "upper": 0.34193530487539103
            },
            {
              "event_time": 1,
              "estimate": 0.03505006654445588,
              "se": 0.20500177230349817,
              "pvalue": 0.8661511219745038,
              "lower": -0.39564267517643825,
              "upper": 0.46574280826535
            },
            {
              "event_time": 2,
              "estimate": -0.08956404956445069,
              "se": 0.32376050475553203,
              "pvalue": 0.785210590741005,
              "lower": -0.7697596297649114,
              "upper": 0.5906315306360099
            }
          ],
          "BJS / did2s": [
            {
              "event_time": -3,
              "estimate": -0.005927075311553477,
              "se": 0.06076190800426811,
              "pvalue": 0.9233708632437275,
              "lower": -0.1335831070448187,
              "upper": 0.12172895642171175
            },
            {
              "event_time": -2,
              "estimate": 0.02786902532372409,
              "se": 0.0322510640488096,
              "pvalue": 0.3988872794089986,
              "lower": -0.03988794595764536,
              "upper": 0.09562599660509355
            },
            {
              "event_time": -1,
              "estimate": -0.015401809950857917,
              "se": 0.02799388741224492,
              "pvalue": 0.5889556633200141,
              "lower": -0.07421478500726944,
              "upper": 0.0434111651055536
            },
            {
              "event_time": 0,
              "estimate": 0.10803130267320561,
              "se": 0.10109869509026195,
              "pvalue": 0.2993839975526866,
              "lower": -0.10436917408153416,
              "upper": 0.3204317794279454
            },
            {
              "event_time": 1,
              "estimate": 0.10617035875650131,
              "se": 0.1815151690397059,
              "pvalue": 0.5658676815600207,
              "lower": -0.27517886051709456,
              "upper": 0.4875195780300972
            },
            {
              "event_time": 2,
              "estimate": -0.0323857959291956,
              "se": 0.2606410196947955,
              "pvalue": 0.9024909176720385,
              "lower": -0.5799722587968899,
              "upper": 0.5152006669384988
            }
          ],
          "Sun\u2013Abraham": [
            {
              "event_time": -3,
              "estimate": 0.0860704154514547,
              "se": 0.3400436782749647,
              "pvalue": 0.803046976015357,
              "lower": -0.6283348428810513,
              "upper": 0.8004756737839607
            },
            {
              "event_time": -2,
              "estimate": 0.10305378445934474,
              "se": 0.14742196599220175,
              "pvalue": 0.4934618381223737,
              "lower": -0.20666827310933675,
              "upper": 0.4127758420280262
            },
            {
              "event_time": 0,
              "estimate": 0.12209859589741048,
              "se": 0.1076784243766459,
              "pvalue": 0.27170525824691344,
              "lower": -0.10412537913391279,
              "upper": 0.34832257092873375
            },
            {
              "event_time": 1,
              "estimate": 0.06654886844725386,
              "se": 0.27429291333231326,
              "pvalue": 0.8110430501552339,
              "lower": -0.509719158654528,
              "upper": 0.6428168955490356
            },
            {
              "event_time": 2,
              "estimate": -0.09480275729421832,
              "se": 0.2965625146539152,
              "pvalue": 0.7528974454524381,
              "lower": -0.7178574806399346,
              "upper": 0.528251966051498
            }
          ]
        },
        "target": {
          "event_times": [
            0.0,
            1.0,
            2.0
          ],
          "weights": [
            0.47026022304832715,
            0.3475836431226766,
            0.1821561338289963
          ],
          "weighting": "observations"
        },
        "checks": {
          "did2s_vs_direct_imputation_max_post_difference": 1.1796119636642288e-16,
          "package_aggregate_vs_estimable_cell_weights": 0.0,
          "saturated_vs_deviations_relative_rss_difference": 2.447318097966414e-15
        },
        "inference": {
          "standard_errors": "Cluster-robust; did2s uses two-stage covariance",
          "confidence_intervals": "Pointwise t, clusters minus one degrees of freedom"
        },
        "f_test": {
          "F": 0.014258002535090686,
          "df_num": 1,
          "df_den": 1060,
          "pvalue": 0.904975638165574,
          "log10_pvalue": -0.043363111792219855,
          "inference": "Homoskedastic nested-model F",
          "observations": 1091,
          "design_columns": 9,
          "restricted_design_columns": 8,
          "fixed_effect_rank": 22,
          "covariance_rank": 1,
          "rss_unrestricted": 1114.8873975908612,
          "rss_restricted": 1114.9023938808057,
          "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": [
              [
                -0.14425222279883212,
                -0.1656208725586099,
                -0.019728174320834506,
                -0.09562248341806762,
                -0.15178610202661952,
                -0.21739408050877965
              ],
              [
                -0.14425222279883212,
                -0.1656208725586099,
                -0.019728174320834506,
                -0.09562248341806762,
                -0.15178610202661952,
                -0.21739408050877965
              ],
              [
                -0.14425222279883212,
                -0.1656208725586099,
                -0.019728174320834506,
                -0.09562248341806762,
                -0.15178610202661952,
                -0.21739408050877965
              ],
              [
                -0.14425222279883212,
                -0.1656208725586099,
                -0.019728174320834506,
                -0.09562248341806762,
                -0.15178610202661952,
                -0.21739408050877965
              ],
              [
                -0.14425222279883212,
                -0.1656208725586099,
                -0.019728174320834506,
                -0.09562248341806762,
                -0.15178610202661952,
                -0.21739408050877965
              ]
            ]
          },
          "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": 0.03495309429464084
            },
            {
              "event_time": 0.0,
              "cohort": 3,
              "estimate": 0.06150668629133259
            },
            {
              "event_time": 1.0,
              "cohort": 3,
              "estimate": 0.04630017420880478
            },
            {
              "event_time": 0.0,
              "cohort": 4,
              "estimate": -0.13724573223356837
            }
          ]
        }
      }
    },
    "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": 0.0720247197548166,
                "se": 0.15865962688430962,
                "lower": -0.23894243473899318,
                "upper": 0.3829918742486264
              },
              {
                "typec": "simple",
                "aggregation": "Native CS-DID simple",
                "matches_treated_unit_year_target": false,
                "estimate": 0.08984193646510508,
                "se": 0.13284254852038,
                "lower": -0.17052467424935436,
                "upper": 0.3502085471795645
              },
              {
                "typec": "group",
                "aggregation": "Native CS-DID group",
                "matches_treated_unit_year_target": false,
                "estimate": 0.08105695903969755,
                "se": 0.11529682444604504,
                "lower": -0.144920664406388,
                "upper": 0.3070345824857831
              },
              {
                "typec": "treated_cells",
                "aggregation": "Observed treated observations, configured weights",
                "matches_treated_unit_year_target": true,
                "weight_sum": 538.0,
                "post_cells": 6,
                "estimate": 0.0920653488596306,
                "se": 0.12990501529310775,
                "lower": -0.16254380252598555,
                "upper": 0.3466745002452467
              }
            ],
            "same_group_time_effects": true,
            "additional_covariates": []
          },
          "estimate": 0.0720247197548166,
          "se": 0.15865962688430962,
          "lower": -0.23894243473899318,
          "upper": 0.3829918742486264,
          "event_study": [
            {
              "event_time": -3,
              "estimate": 0.03168543395023378,
              "se": 0.33306798771598817,
              "lower": -0.6211158263763321,
              "upper": 0.6844866942767998,
              "relative_to_minus_one": 0.03168543395023378,
              "n": 0.0
            },
            {
              "event_time": -2,
              "estimate": 0.05400698672607363,
              "se": 0.15883472334867196,
              "lower": -0.2573033505317066,
              "upper": 0.36531732398385386,
              "relative_to_minus_one": 0.05400698672607363,
              "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": 0.13733566068080563,
              "se": 0.0828093682501094,
              "lower": -0.024967718671923433,
              "upper": 0.2996390400335347,
              "relative_to_minus_one": 0.13733566068080563,
              "n": 253.0
            },
            {
              "event_time": 1,
              "estimate": 0.08358207828678163,
              "se": 0.19053032866749797,
              "lower": -0.28985050386409383,
              "upper": 0.45701466043765704,
              "relative_to_minus_one": 0.08358207828678163,
              "n": 187.0
            },
            {
              "event_time": 2,
              "estimate": -0.004843579703137475,
              "se": 0.28744732454853755,
              "lower": -0.5682299832706672,
              "upper": 0.5585428238643924,
              "relative_to_minus_one": -0.004843579703137475,
              "n": 98.0
            }
          ],
          "group_time_estimates": [
            {
              "group": 2,
              "year": 1,
              "att": 0.0,
              "se": null,
              "event_time": -1,
              "mass": 0.0
            },
            {
              "group": 2,
              "year": 2,
              "att": 0.16490215221751373,
              "se": 0.11886918503051297,
              "event_time": 0,
              "mass": 96.0
            },
            {
              "group": 2,
              "year": 3,
              "att": 0.1269916138941819,
              "se": 0.20160522211438323,
              "event_time": 1,
              "mass": 114.0
            },
            {
              "group": 2,
              "year": 4,
              "att": -0.004843579703137475,
              "se": 0.28744732454853755,
              "event_time": 2,
              "mass": 98.0
            },
            {
              "group": 3,
              "year": 1,
              "att": 0.019835760703765824,
              "se": 0.12219686863080428,
              "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": 0.1788807574151501,
              "se": 0.19633728375819615,
              "event_time": 0,
              "mass": 92.0
            },
            {
              "group": 3,
              "year": 4,
              "att": 0.022717659480601532,
              "se": 0.2501808668349958,
              "event_time": 1,
              "mass": 73.0
            },
            {
              "group": 4,
              "year": 1,
              "att": 0.03168543395023378,
              "se": 0.33306798771598817,
              "event_time": -3,
              "mass": 0.0
            },
            {
              "group": 4,
              "year": 2,
              "att": 0.10214969925011319,
              "se": 0.3492723311426244,
              "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": 0.024350139635276227,
              "se": 0.18612071460939875,
              "event_time": 0,
              "mass": 65.0
            }
          ],
          "treated_cell_att": 0.0920653488596306,
          "treated_cell_se": 0.12990501529310775,
          "checks": {
            "input_rows": 1091,
            "retained_rows": 1091,
            "all_observed_post_cells_estimated": true,
            "dynamic_cluster_se_error": 2.7755575615628914e-17
          },
          "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": 0.04989587469026446,
          "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": 0.034405930097033986,
          "event_study": [
            {
              "event_time": -3,
              "estimate": 0.0019089255069708222,
              "raw_gap": -0.1096200248141427,
              "n": 47,
              "n_cells": 4,
              "weight_sum": 47.0,
              "relative_to_minus_one": -0.04692243888135589
            },
            {
              "event_time": -2,
              "estimate": 0.03918469684725031,
              "raw_gap": -0.005307568020438664,
              "n": 115,
              "n_cells": 8,
              "weight_sum": 115.0,
              "relative_to_minus_one": -0.009646667541076404
            },
            {
              "event_time": -1,
              "estimate": 0.04883136438832671,
              "raw_gap": 0.01857224445170801,
              "n": 190,
              "n_cells": 13,
              "weight_sum": 190.0,
              "relative_to_minus_one": 0.0
            },
            {
              "event_time": 0,
              "estimate": 0.13907092050094155,
              "raw_gap": 0.10826334198921646,
              "n": 253,
              "n_cells": 13,
              "weight_sum": 253.0,
              "relative_to_minus_one": 0.09023955611261483
            },
            {
              "event_time": 1,
              "estimate": 0.0004091937312659093,
              "raw_gap": -0.0019030765697900687,
              "n": 187,
              "n_cells": 9,
              "weight_sum": 187.0,
              "relative_to_minus_one": -0.0484221706570608
            },
            {
              "event_time": 2,
              "estimate": -0.17092930328857803,
              "raw_gap": -0.17092930328857805,
              "n": 98,
              "n_cells": 5,
              "weight_sum": 98.0,
              "relative_to_minus_one": -0.21976066767690475
            }
          ],
          "package_event_study": {
            "event_time": [
              -3.0,
              -2.0,
              -1.0,
              0.0,
              1.0,
              2.0
            ],
            "estimate": [
              -0.050806624936975464,
              0.09367954587654413,
              -0.04201614363572704,
              0.13528425711810016,
              -0.03951062023703421,
              -0.11897781090474671
            ],
            "n": [
              4.0,
              8.0,
              13.0,
              13.0,
              9.0,
              5.0
            ]
          },
          "sdid_pre_gap_correction": [
            {
              "cohort": 1,
              "pre_gap": -2.2204460492503132e-17
            },
            {
              "cohort": 2,
              "pre_gap": -0.005923212962978981
            },
            {
              "cohort": 3,
              "pre_gap": -0.11152895032111351
            }
          ],
          "diagnostics": {
            "converged": true,
            "pre_rmse": 0.10374289035435823,
            "zeta_omega": [
              0.0,
              0.47855845130820523,
              0.7546343575885482
            ],
            "zeta_lambda": [
              0.0,
              2.845525576202005e-07,
              5.336070715672164e-07
            ]
          },
          "checks": {
            "scalar_vs_treated_cell_average": 6.938893903907228e-18,
            "native_scalar_vs_unweighted_matrix_average": 2.0816681711721685e-17
          },
          "native_matrix_att": 0.04821156336542767,
          "matrix_preparation": {
            "source_rows": 1091,
            "matrix_shape": [
              19,
              4
            ],
            "observed_cells": 76,
            "missing_cells": 0,
            "repeated_cells": 76,
            "minimum_cell_count": 2,
            "maximum_cell_count": 47,
            "observation_mass": 1091.0,
            "treated_observation_mass": 538.0,
            "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": 0.0003254590556025505,
          "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": 0.07379802251066578,
          "event_study": [
            {
              "event_time": -3,
              "estimate": -0.018908582326815047,
              "raw_gap": -0.018908582326815047,
              "n": 47,
              "n_cells": 4,
              "weight_sum": 47.0,
              "relative_to_minus_one": -0.017132125381792845
            },
            {
              "event_time": -2,
              "estimate": 0.010742515818755174,
              "raw_gap": 0.010742515818755174,
              "n": 115,
              "n_cells": 8,
              "weight_sum": 115.0,
              "relative_to_minus_one": 0.012518972763777378
            },
            {
              "event_time": -1,
              "estimate": -0.0017764569450222031,
              "raw_gap": -0.0017764569450222031,
              "n": 190,
              "n_cells": 13,
              "weight_sum": 190.0,
              "relative_to_minus_one": 0.0
            },
            {
              "event_time": 0,
              "estimate": 0.12063206378798862,
              "raw_gap": 0.12063206378798862,
              "n": 253,
              "n_cells": 13,
              "weight_sum": 253.0,
              "relative_to_minus_one": 0.12240852073301083
            },
            {
              "event_time": 1,
              "estimate": 0.1094475809450874,
              "raw_gap": 0.1094475809450874,
              "n": 187,
              "n_cells": 9,
              "weight_sum": 187.0,
              "relative_to_minus_one": 0.11122403789010961
            },
            {
              "event_time": 2,
              "estimate": -0.11513544555463547,
              "raw_gap": -0.11513544555463547,
              "n": 98,
              "n_cells": 5,
              "weight_sum": 98.0,
              "relative_to_minus_one": -0.11335898860961326
            }
          ],
          "package_event_study": {
            "event_time": [
              -3.0,
              -2.0,
              -1.0,
              0.0,
              1.0,
              2.0
            ],
            "estimate": [
              -0.020023729360787647,
              0.03750339980893801,
              -0.016917894686770216,
              0.16991157208396915,
              0.06338894530730971,
              -0.05239906429734027
            ],
            "n": [
              4.0,
              8.0,
              13.0,
              13.0,
              9.0,
              5.0
            ]
          },
          "sdid_pre_gap_correction": [],
          "diagnostics": {
            "converged": true,
            "iterations": 42,
            "termination_reason": "Relative objective tolerance reached",
            "objective": 0.04081741914342406,
            "lambda_l": 0.015555702986081464,
            "singular_values": [
              1.2104681100438008,
              0.6552698008464627,
              0.18654208033667052,
              0.0
            ],
            "history_objective": [
              0.04130379015086201,
              0.041083868081680686,
              0.040968173693106846,
              0.04090236582136086,
              0.04086518331997612,
              0.04084425115993265,
              0.04083248822072457,
              0.040825882607222724,
              0.04082217362978804,
              0.04082009078633812,
              0.0408189208323858,
              0.040818263467857656,
              0.04081789400415658,
              0.040817686290872,
              0.040817569480121864,
              0.040817503770698094,
              0.04081746679636926,
              0.04081744598488229,
              0.04081743426727379,
              0.040817427667774,
              0.040817423949663284,
              0.04081742185422011,
              0.04081742067288113,
              0.0408174200066562,
              0.04081741963080385,
              0.04081741941869146,
              0.040817419298943246,
              0.04081741923131498,
              0.04081741919310779,
              0.04081741917151436,
              0.04081741915930593,
              0.040817419152401,
              0.04081741914849418,
              0.040817419146282896,
              0.04081741914503077,
              0.04081741914432152,
              0.04081741914391962,
              0.04081741914369178,
              0.0408174191435626,
              0.0408174191434893,
              0.04081741914344768,
              0.04081741914342406
            ],
            "history_rmse": [
              0.09387078570263352,
              0.09400296706978098,
              0.09413474225344524,
              0.09420832739554647,
              0.09424931654726967,
              0.09427219569083534,
              0.0942850047951472,
              0.09429219396833269,
              0.09429623550528557,
              0.09429850956104198,
              0.09429978959694608,
              0.09430051016895047,
              0.09430091576851796,
              0.09430114404106713,
              0.09430127249329401,
              0.09430134476539358,
              0.09430138542443176,
              0.09430140829727154,
              0.09430142116432987,
              0.09430142840290978,
              0.09430143247539668,
              0.09430143476686323,
              0.09430143605638434,
              0.09430143678218296,
              0.09430143719077262,
              0.09430143742083702,
              0.09430143755040908,
              0.09430143762340211,
              0.09430143766453242,
              0.09430143768771476,
              0.09430143770078472,
              0.0943014377081557,
              0.09430143771231363,
              0.09430143771466014,
              0.09430143771598445,
              0.09430143771673234,
              0.09430143771715471,
              0.09430143771739337,
              0.0943014377175284,
              0.09430143771760469,
              0.09430143771764772,
              0.09430143771767219
            ]
          },
          "checks": {
            "scalar_vs_treated_cell_average": 0.0,
            "native_scalar_vs_unweighted_matrix_average": 0.0
          },
          "native_matrix_att": 0.09323539345817353,
          "matrix_preparation": {
            "source_rows": 1091,
            "matrix_shape": [
              19,
              4
            ],
            "observed_cells": 76,
            "missing_cells": 0,
            "repeated_cells": 76,
            "minimum_cell_count": 2,
            "maximum_cell_count": 47,
            "observation_mass": 1091.0,
            "treated_observation_mass": 538.0,
            "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": 0.00027004117146134377,
          "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": 0.15320044972034627,
          "event_study": [
            {
              "event_time": -3,
              "estimate": -0.03177632919648211,
              "raw_gap": -0.03177632919648211,
              "n": 47,
              "n_cells": 4,
              "weight_sum": 47.0,
              "relative_to_minus_one": -0.04739276669529443
            },
            {
              "event_time": -2,
              "estimate": -0.005906347833148292,
              "raw_gap": -0.005906347833148292,
              "n": 115,
              "n_cells": 8,
              "weight_sum": 115.0,
              "relative_to_minus_one": -0.021522785331960614
            },
            {
              "event_time": -1,
              "estimate": 0.015616437498812322,
              "raw_gap": 0.015616437498812322,
              "n": 190,
              "n_cells": 13,
              "weight_sum": 190.0,
              "relative_to_minus_one": 0.0
            },
            {
              "event_time": 0,
              "estimate": 0.16440138545047478,
              "raw_gap": 0.16440138545047478,
              "n": 253,
              "n_cells": 13,
              "weight_sum": 253.0,
              "relative_to_minus_one": 0.14878494795166247
            },
            {
              "event_time": 1,
              "estimate": 0.1367372633260228,
              "raw_gap": 0.1367372633260228,
              "n": 187,
              "n_cells": 9,
              "weight_sum": 187.0,
              "relative_to_minus_one": 0.12112082582721047
            },
            {
              "event_time": 2,
              "estimate": 0.15569819580214186,
              "raw_gap": 0.15569819580214186,
              "n": 98,
              "n_cells": 5,
              "weight_sum": 98.0,
              "relative_to_minus_one": 0.14008175830332953
            }
          ],
          "package_event_study": {
            "event_time": [
              -3.0,
              -2.0,
              -1.0,
              0.0,
              1.0,
              2.0
            ],
            "estimate": [
              0.027037070680685116,
              0.06135932474613638,
              -0.04607868313014095,
              0.2039347471958375,
              0.11894851544260282,
              0.2076496881859732
            ],
            "n": [
              4.0,
              8.0,
              13.0,
              13.0,
              9.0,
              5.0
            ]
          },
          "sdid_pre_gap_correction": [],
          "diagnostics": {
            "pre_rmse": 0.05740621187982127,
            "penalty": 1.0
          },
          "checks": {
            "scalar_vs_treated_cell_average": 0.0,
            "native_scalar_vs_unweighted_matrix_average": 0.0
          },
          "native_matrix_att": 0.17629395531330297,
          "matrix_preparation": {
            "source_rows": 1091,
            "matrix_shape": [
              19,
              4
            ],
            "observed_cells": 76,
            "missing_cells": 0,
            "repeated_cells": 76,
            "minimum_cell_count": 2,
            "maximum_cell_count": 47,
            "observation_mass": 1091.0,
            "treated_observation_mass": 538.0,
            "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": 0.00015620794147253036,
          "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)": 0.12759187653047674,
        "SE": 0.09968996583014077,
        "Aggregation": "Coefficient",
        "Event study": "No",
        "Status": "estimated",
        "Note": ""
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "Dynamic TWFE",
        "Estimate (SDs)": 0.04808452413869369,
        "SE": 0.16730974688766975,
        "Aggregation": "observations",
        "Event study": "Yes",
        "Status": "estimated",
        "Note": ""
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "BJS / did2s",
        "Estimate (SDs)": 0.0818066332020922,
        "SE": 0.13651257678554493,
        "Aggregation": "observations",
        "Event study": "Yes",
        "Status": "estimated",
        "Note": ""
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "Sun\u2013Abraham",
        "Estimate (SDs)": 0.06328050733614857,
        "SE": 0.18424735042915266,
        "Aggregation": "observations",
        "Event study": "Yes",
        "Status": "estimated",
        "Note": ""
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "CS-DID",
        "Estimate (SDs)": 0.0720247197548166,
        "SE": 0.15865962688430962,
        "Aggregation": "Equal post-event times",
        "Event study": "Yes",
        "Status": "estimated",
        "Note": ""
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "CS-DID (treated cells)",
        "Estimate (SDs)": 0.0920653488596306,
        "SE": 0.12990501529310775,
        "Aggregation": "Treated cells",
        "Event study": "Same CS-DID path",
        "Status": "estimated",
        "Note": ""
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "SDID",
        "Estimate (SDs)": 0.034405930097033986,
        "SE": null,
        "Aggregation": "Treated cells",
        "Event study": "Yes",
        "Status": "estimated",
        "Note": ""
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "Matrix completion",
        "Estimate (SDs)": 0.07379802251066578,
        "SE": null,
        "Aggregation": "Treated cells",
        "Event study": "Yes",
        "Status": "estimated",
        "Note": ""
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "Horizontal ridge",
        "Estimate (SDs)": 0.15320044972034627,
        "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)": 0.12759187653047674,
        "SE": 0.09968996583014077,
        "Aggregation": "Coefficient",
        "Event study": "No",
        "Status": "estimated",
        "Note": "",
        "lower": -0.08184896987294199,
        "upper": 0.33703272293389547,
        "ci_level": 0.95,
        "inference": "Configured-cluster regression interval"
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "Dynamic TWFE",
        "Estimate (SDs)": 0.04808452413869369,
        "SE": 0.16730974688766975,
        "Aggregation": "Treated cells",
        "Event study": "Yes",
        "Status": "estimated",
        "Note": "",
        "lower": -0.30342021064476116,
        "upper": 0.3995892589221485,
        "ci_level": 0.95,
        "inference": "Configured-cluster regression interval"
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "BJS / did2s",
        "Estimate (SDs)": 0.0818066332020922,
        "SE": 0.13651257678554493,
        "Aggregation": "Treated cells",
        "Event study": "Yes",
        "Status": "estimated",
        "Note": "",
        "lower": -0.20499564813675625,
        "upper": 0.36860891454094064,
        "ci_level": 0.95,
        "inference": "Configured-cluster regression interval"
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "Sun\u2013Abraham",
        "Estimate (SDs)": 0.06328050733614857,
        "SE": 0.18424735042915266,
        "Aggregation": "Treated cells",
        "Event study": "Yes",
        "Status": "estimated",
        "Note": "",
        "lower": -0.3238088120364724,
        "upper": 0.45036982670876946,
        "ci_level": 0.95,
        "inference": "Configured-cluster regression interval"
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "CS-DID (equal event-time)",
        "Estimate (SDs)": 0.0720247197548166,
        "SE": 0.15865962688430962,
        "Aggregation": "Equal post-event times",
        "Event study": "Yes",
        "Status": "estimated",
        "Note": "",
        "lower": -0.23894243473899318,
        "upper": 0.3829918742486264,
        "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)": 0.0920653488596306,
        "SE": 0.12990501529310775,
        "Aggregation": "Treated cells",
        "Event study": "Same CS-DID path",
        "Status": "estimated",
        "Note": "",
        "lower": -0.16254380252598555,
        "upper": 0.3466745002452467,
        "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)": 0.034405930097033986,
        "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)": 0.07379802251066578,
        "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)": 0.15320044972034627,
        "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": 1791588639.557861,
  "scalar_ranges": [
    {
      "Outcome / treatment": "y__d",
      "Estimator": "Static TWFE",
      "Estimate (SDs)": 0.12759187653047674,
      "SE": 0.09968996583014077,
      "Aggregation": "Coefficient",
      "Event study": "No",
      "Status": "estimated",
      "Note": "",
      "lower": -0.08184896987294199,
      "upper": 0.33703272293389547,
      "ci_level": 0.95,
      "inference": "Configured-cluster regression interval"
    },
    {
      "Outcome / treatment": "y__d",
      "Estimator": "Dynamic TWFE",
      "Estimate (SDs)": 0.04808452413869369,
      "SE": 0.16730974688766975,
      "Aggregation": "Treated cells",
      "Event study": "Yes",
      "Status": "estimated",
      "Note": "",
      "lower": -0.30342021064476116,
      "upper": 0.3995892589221485,
      "ci_level": 0.95,
      "inference": "Configured-cluster regression interval"
    },
    {
      "Outcome / treatment": "y__d",
      "Estimator": "BJS / did2s",
      "Estimate (SDs)": 0.0818066332020922,
      "SE": 0.13651257678554493,
      "Aggregation": "Treated cells",
      "Event study": "Yes",
      "Status": "estimated",
      "Note": "",
      "lower": -0.20499564813675625,
      "upper": 0.36860891454094064,
      "ci_level": 0.95,
      "inference": "Configured-cluster regression interval"
    },
    {
      "Outcome / treatment": "y__d",
      "Estimator": "Sun\u2013Abraham",
      "Estimate (SDs)": 0.06328050733614857,
      "SE": 0.18424735042915266,
      "Aggregation": "Treated cells",
      "Event study": "Yes",
      "Status": "estimated",
      "Note": "",
      "lower": -0.3238088120364724,
      "upper": 0.45036982670876946,
      "ci_level": 0.95,
      "inference": "Configured-cluster regression interval"
    },
    {
      "Outcome / treatment": "y__d",
      "Estimator": "CS-DID (equal event-time)",
      "Estimate (SDs)": 0.0720247197548166,
      "SE": 0.15865962688430962,
      "Aggregation": "Equal post-event times",
      "Event study": "Yes",
      "Status": "estimated",
      "Note": "",
      "lower": -0.23894243473899318,
      "upper": 0.3829918742486264,
      "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)": 0.0920653488596306,
      "SE": 0.12990501529310775,
      "Aggregation": "Treated cells",
      "Event study": "Same CS-DID path",
      "Status": "estimated",
      "Note": "",
      "lower": -0.16254380252598555,
      "upper": 0.3466745002452467,
      "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)": 0.034405930097033986,
      "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)": 0.07379802251066578,
      "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)": 0.15320044972034627,
      "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"
    }
  ]
}
