{
  "study_id": 1,
  "specification_id": "S01-P061",
  "source_specification_id": "CI-T3-L01-ORIG",
  "role": "active_comparison",
  "published_source_location": "Table 3, panel L, row 1 (\"Cooperated with minority\"), accepted-manuscript p. 47; exact duplicate also at Table 4, panel A, column 12, p. 48 and Table 5, panel A, column 12, p. 49",
  "outcome_label": "Cooperated with minority [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-P061.json",
  "input_bytes": 186590,
  "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": "Cooperated with minority [Table 3 original scale]",
        "d": "New Curriculum indicator (newcurr)"
      },
      "allow_repeated_cells": true,
      "time_fe": null,
      "unit_fe": null,
      "latest_cohort_control": true,
      "slug": "s01-p061",
      "study_id": 1,
      "study": "Curriculum and Ideology",
      "citation": "Cantoni et al. (2017), JPE. https://doi.org/10.1086/690951",
      "description": "Cooperated with minority [Table 3 original scale]",
      "source_specification_id": "CI-T3-L01-ORIG",
      "specification_id": "S01-P061",
      "data": "repl-archives/twfe-microdata-replication-private/outputs/published_clustering_2026_10_08/curriculum/prepared_rows/CI-T3-L01-ORIG.csv",
      "output_dir": "analyses/full-archive/results/S01-P061"
    },
    "source": {
      "file": "CI-T3-L01-ORIG.csv",
      "bytes": 186590,
      "sha256": "755920bf6dce7659422eeab7bfe53a425717b2bd92f0ad046f97174ebb011b7b"
    },
    "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": 1698,
          "source_sd": 0.36579370021795615,
          "rows": 1065,
          "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": 0.023075762589221598,
            "se": 0.09223370682328534,
            "pvalue": 0.8052752243188508,
            "lower": -0.17070006492894882,
            "upper": 0.216851590107392
          },
          {
            "method": "Dynamic TWFE",
            "estimate": -0.04755983410930353,
            "se": 0.09294443091668729,
            "pvalue": 0.6150800814369477,
            "lower": -0.24282883753983242,
            "upper": 0.14770916932122535
          },
          {
            "method": "BJS / did2s",
            "estimate": -0.14818831958159023,
            "se": 0.0913596758522392,
            "pvalue": 0.12218086660335128,
            "lower": -0.34012787616883655,
            "upper": 0.04375123700565606
          },
          {
            "method": "Sun\u2013Abraham",
            "estimate": -0.06203785992970153,
            "se": 0.10124164578478528,
            "pvalue": 0.547692890696429,
            "lower": -0.27473866494923316,
            "upper": 0.15066294508983008
          }
        ],
        "event_studies": {
          "Dynamic TWFE": [
            {
              "event_time": -3,
              "estimate": -0.3377968179024554,
              "se": 0.26868932734149364,
              "pvalue": 0.22474893468546897,
              "lower": -0.9022921476917384,
              "upper": 0.22669851188682755
            },
            {
              "event_time": -2,
              "estimate": 0.03358489713768725,
              "se": 0.10106196195825089,
              "pvalue": 0.7434864535995568,
              "lower": -0.1787384061704034,
              "upper": 0.2459082004457779
            },
            {
              "event_time": 0,
              "estimate": 0.061418856087838855,
              "se": 0.096395616403761,
              "pvalue": 0.5320455485059494,
              "lower": -0.1411008189974432,
              "upper": 0.2639385311731209
            },
            {
              "event_time": 1,
              "estimate": -0.10073405380787102,
              "se": 0.12374099612136528,
              "pvalue": 0.42624282314014345,
              "lower": -0.3607042398406282,
              "upper": 0.15923613222488614
            },
            {
              "event_time": 2,
              "estimate": -0.2220761858162593,
              "se": 0.1701349162621772,
              "pvalue": 0.2082320856113445,
              "lower": -0.5795163812060308,
              "upper": 0.13536400957351222
            }
          ],
          "BJS / did2s": [
            {
              "event_time": -3,
              "estimate": -0.11363997497173692,
              "se": 0.13493256995865532,
              "pvalue": 0.4107279168924418,
              "lower": -0.3971227851442417,
              "upper": 0.16984283520076784
            },
            {
              "event_time": -2,
              "estimate": 0.04664311843310952,
              "se": 0.07159714772103143,
              "pvalue": 0.5229769489840881,
              "lower": -0.10377690723239884,
              "upper": 0.19706314409861786
            },
            {
              "event_time": -1,
              "estimate": -0.0014704402899431883,
              "se": 0.019114475631812438,
              "pvalue": 0.9395293869438054,
              "lower": -0.041628463432468184,
              "upper": 0.0386875828525818
            },
            {
              "event_time": 0,
              "estimate": -0.01219010381865848,
              "se": 0.1037939281188579,
              "pvalue": 0.9078078082406276,
              "lower": -0.2302530550467611,
              "upper": 0.20587284740944414
            },
            {
              "event_time": 1,
              "estimate": -0.2579434082894327,
              "se": 0.11733701447091248,
              "pvalue": 0.04124705229541226,
              "lower": -0.5044593281274543,
              "upper": -0.011427488451411005
            },
            {
              "event_time": 2,
              "estimate": -0.28234324911497033,
              "se": 0.16315569316999906,
              "pvalue": 0.10064551588503233,
              "lower": -0.6251206408866256,
              "upper": 0.0604341426566849
            }
          ],
          "Sun\u2013Abraham": [
            {
              "event_time": -3,
              "estimate": -0.27641951773358897,
              "se": 0.2544756060079422,
              "pvalue": 0.29170959819713393,
              "lower": -0.8110529270993696,
              "upper": 0.25821389163219166
            },
            {
              "event_time": -2,
              "estimate": 0.010498378026895922,
              "se": 0.11319430224637099,
              "pvalue": 0.9271294245708079,
              "lower": -0.22731402639221054,
              "upper": 0.2483107824460024
            },
            {
              "event_time": 0,
              "estimate": 0.04053557945385421,
              "se": 0.09827702982142532,
              "pvalue": 0.6848715388587466,
              "lower": -0.165936798547404,
              "upper": 0.24700795745511245
            },
            {
              "event_time": 1,
              "estimate": -0.13668456955270147,
              "se": 0.13050127123342453,
              "pvalue": 0.3087850664297663,
              "lower": -0.4108575665664769,
              "upper": 0.13748842746107393
            },
            {
              "event_time": 2,
              "estimate": -0.17889492169358284,
              "se": 0.19157496214073352,
              "pvalue": 0.36275965908908336,
              "lower": -0.5813789820133923,
              "upper": 0.2235891386262267
            }
          ]
        },
        "target": {
          "event_times": [
            0.0,
            1.0,
            2.0
          ],
          "weights": [
            0.46476190476190476,
            0.3523809523809524,
            0.18285714285714286
          ],
          "weighting": "observations"
        },
        "checks": {
          "did2s_vs_direct_imputation_max_post_difference": 1.1102230246251565e-16,
          "package_aggregate_vs_estimable_cell_weights": 0.0,
          "saturated_vs_deviations_relative_rss_difference": 1.5322328882679089e-15
        },
        "inference": {
          "standard_errors": "Cluster-robust; did2s uses two-stage covariance",
          "confidence_intervals": "Pointwise t, clusters minus one degrees of freedom"
        },
        "f_test": {
          "F": 0.089851587418521,
          "df_num": 1,
          "df_den": 1034,
          "pvalue": 0.7644261615040241,
          "log10_pvalue": -0.11666445819157693,
          "inference": "Homoskedastic nested-model F",
          "observations": 1065,
          "design_columns": 9,
          "restricted_design_columns": 8,
          "fixed_effect_rank": 22,
          "covariance_rank": 1,
          "rss_unrestricted": 890.3620742676908,
          "rss_restricted": 890.4394441378554,
          "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": [
              [
                -0.14206395680109857,
                -0.17364147139439193,
                -0.009178380814945177,
                -0.10368974606092793,
                -0.15285706302083465,
                -0.22278610001582055
              ],
              [
                -0.14206395680109857,
                -0.17364147139439193,
                -0.009178380814945177,
                -0.10368974606092793,
                -0.15285706302083465,
                -0.22278610001582055
              ],
              [
                -0.14206395680109857,
                -0.17364147139439193,
                -0.009178380814945177,
                -0.10368974606092793,
                -0.15285706302083465,
                -0.22278610001582055
              ],
              [
                -0.14206395680109857,
                -0.17364147139439193,
                -0.009178380814945177,
                -0.10368974606092793,
                -0.15285706302083465,
                -0.22278610001582055
              ],
              [
                -0.14206395680109857,
                -0.17364147139439193,
                -0.009178380814945177,
                -0.10368974606092793,
                -0.15285706302083465,
                -0.22278610001582055
              ]
            ]
          },
          "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": 0.07262060022901005
            },
            {
              "event_time": 0.0,
              "cohort": 3,
              "estimate": -0.21380661478498103
            },
            {
              "event_time": 1.0,
              "cohort": 3,
              "estimate": -0.10607991392786983
            },
            {
              "event_time": 0.0,
              "cohort": 4,
              "estimate": 0.0993599400086243
            }
          ]
        }
      }
    },
    "code_sha256": {
      "replication_engine.py": "1bbe86d78c4c03fda3c933adf831c8473a0e275698cf0bbb14447878d7e54148",
      "reference_f_test.py": "b801de6e92ee3f3008618673a3087b955e8d266dbf6024e91e7e0c54d3775025",
      "sparse_did2s.py": "a348042269b0077dd2916898779f992f0b5fc2971edfee8b0118d3af715eaafb"
    }
  },
  "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": "Cooperated with minority [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-p061",
      "study_id": 1,
      "study": "Curriculum and Ideology",
      "citation": "Cantoni et al. (2017), JPE. https://doi.org/10.1086/690951",
      "description": "Cooperated with minority [Table 3 original scale]",
      "source_specification_id": "CI-T3-L01-ORIG",
      "specification_id": "S01-P061",
      "data": "repl-archives/twfe-microdata-replication-private/outputs/published_clustering_2026_10_08/curriculum/prepared_rows/CI-T3-L01-ORIG.csv",
      "output_dir": "analyses/archive-expanded/fits/S01-P061"
    },
    "options": {
      "output_dir": "analyses/archive-expanded/fits/S01-P061",
      "regression_results": "analyses/archive-expanded/baselines/S01-P061.json",
      "display_window": [
        -10,
        10
      ],
      "timeout_seconds": 3600
    },
    "source": {
      "file": "CI-T3-L01-ORIG.csv",
      "bytes": 186590,
      "sha256": "755920bf6dce7659422eeab7bfe53a425717b2bd92f0ad046f97174ebb011b7b"
    },
    "regressions": {
      "y__d": {
        "sample": {
          "outcome": "y",
          "treatment": "d",
          "source_rows": 1698,
          "source_sd": 0.36579370021795615,
          "rows": 1065,
          "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": 0.023075762589221598,
            "se": 0.09223370682328534,
            "pvalue": 0.8052752243188508,
            "lower": -0.17070006492894882,
            "upper": 0.216851590107392
          },
          {
            "method": "Dynamic TWFE",
            "estimate": -0.04755983410930353,
            "se": 0.09294443091668729,
            "pvalue": 0.6150800814369477,
            "lower": -0.24282883753983242,
            "upper": 0.14770916932122535
          },
          {
            "method": "BJS / did2s",
            "estimate": -0.14818831958159023,
            "se": 0.0913596758522392,
            "pvalue": 0.12218086660335128,
            "lower": -0.34012787616883655,
            "upper": 0.04375123700565606
          },
          {
            "method": "Sun\u2013Abraham",
            "estimate": -0.06203785992970153,
            "se": 0.10124164578478528,
            "pvalue": 0.547692890696429,
            "lower": -0.27473866494923316,
            "upper": 0.15066294508983008
          }
        ],
        "event_studies": {
          "Dynamic TWFE": [
            {
              "event_time": -3,
              "estimate": -0.3377968179024554,
              "se": 0.26868932734149364,
              "pvalue": 0.22474893468546897,
              "lower": -0.9022921476917384,
              "upper": 0.22669851188682755
            },
            {
              "event_time": -2,
              "estimate": 0.03358489713768725,
              "se": 0.10106196195825089,
              "pvalue": 0.7434864535995568,
              "lower": -0.1787384061704034,
              "upper": 0.2459082004457779
            },
            {
              "event_time": 0,
              "estimate": 0.061418856087838855,
              "se": 0.096395616403761,
              "pvalue": 0.5320455485059494,
              "lower": -0.1411008189974432,
              "upper": 0.2639385311731209
            },
            {
              "event_time": 1,
              "estimate": -0.10073405380787102,
              "se": 0.12374099612136528,
              "pvalue": 0.42624282314014345,
              "lower": -0.3607042398406282,
              "upper": 0.15923613222488614
            },
            {
              "event_time": 2,
              "estimate": -0.2220761858162593,
              "se": 0.1701349162621772,
              "pvalue": 0.2082320856113445,
              "lower": -0.5795163812060308,
              "upper": 0.13536400957351222
            }
          ],
          "BJS / did2s": [
            {
              "event_time": -3,
              "estimate": -0.11363997497173692,
              "se": 0.13493256995865532,
              "pvalue": 0.4107279168924418,
              "lower": -0.3971227851442417,
              "upper": 0.16984283520076784
            },
            {
              "event_time": -2,
              "estimate": 0.04664311843310952,
              "se": 0.07159714772103143,
              "pvalue": 0.5229769489840881,
              "lower": -0.10377690723239884,
              "upper": 0.19706314409861786
            },
            {
              "event_time": -1,
              "estimate": -0.0014704402899431883,
              "se": 0.019114475631812438,
              "pvalue": 0.9395293869438054,
              "lower": -0.041628463432468184,
              "upper": 0.0386875828525818
            },
            {
              "event_time": 0,
              "estimate": -0.01219010381865848,
              "se": 0.1037939281188579,
              "pvalue": 0.9078078082406276,
              "lower": -0.2302530550467611,
              "upper": 0.20587284740944414
            },
            {
              "event_time": 1,
              "estimate": -0.2579434082894327,
              "se": 0.11733701447091248,
              "pvalue": 0.04124705229541226,
              "lower": -0.5044593281274543,
              "upper": -0.011427488451411005
            },
            {
              "event_time": 2,
              "estimate": -0.28234324911497033,
              "se": 0.16315569316999906,
              "pvalue": 0.10064551588503233,
              "lower": -0.6251206408866256,
              "upper": 0.0604341426566849
            }
          ],
          "Sun\u2013Abraham": [
            {
              "event_time": -3,
              "estimate": -0.27641951773358897,
              "se": 0.2544756060079422,
              "pvalue": 0.29170959819713393,
              "lower": -0.8110529270993696,
              "upper": 0.25821389163219166
            },
            {
              "event_time": -2,
              "estimate": 0.010498378026895922,
              "se": 0.11319430224637099,
              "pvalue": 0.9271294245708079,
              "lower": -0.22731402639221054,
              "upper": 0.2483107824460024
            },
            {
              "event_time": 0,
              "estimate": 0.04053557945385421,
              "se": 0.09827702982142532,
              "pvalue": 0.6848715388587466,
              "lower": -0.165936798547404,
              "upper": 0.24700795745511245
            },
            {
              "event_time": 1,
              "estimate": -0.13668456955270147,
              "se": 0.13050127123342453,
              "pvalue": 0.3087850664297663,
              "lower": -0.4108575665664769,
              "upper": 0.13748842746107393
            },
            {
              "event_time": 2,
              "estimate": -0.17889492169358284,
              "se": 0.19157496214073352,
              "pvalue": 0.36275965908908336,
              "lower": -0.5813789820133923,
              "upper": 0.2235891386262267
            }
          ]
        },
        "target": {
          "event_times": [
            0.0,
            1.0,
            2.0
          ],
          "weights": [
            0.46476190476190476,
            0.3523809523809524,
            0.18285714285714286
          ],
          "weighting": "observations"
        },
        "checks": {
          "did2s_vs_direct_imputation_max_post_difference": 1.1102230246251565e-16,
          "package_aggregate_vs_estimable_cell_weights": 0.0,
          "saturated_vs_deviations_relative_rss_difference": 1.5322328882679089e-15
        },
        "inference": {
          "standard_errors": "Cluster-robust; did2s uses two-stage covariance",
          "confidence_intervals": "Pointwise t, clusters minus one degrees of freedom"
        },
        "f_test": {
          "F": 0.089851587418521,
          "df_num": 1,
          "df_den": 1034,
          "pvalue": 0.7644261615040241,
          "log10_pvalue": -0.11666445819157693,
          "inference": "Homoskedastic nested-model F",
          "observations": 1065,
          "design_columns": 9,
          "restricted_design_columns": 8,
          "fixed_effect_rank": 22,
          "covariance_rank": 1,
          "rss_unrestricted": 890.3620742676908,
          "rss_restricted": 890.4394441378554,
          "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": [
              [
                -0.14206395680109857,
                -0.17364147139439193,
                -0.009178380814945177,
                -0.10368974606092793,
                -0.15285706302083465,
                -0.22278610001582055
              ],
              [
                -0.14206395680109857,
                -0.17364147139439193,
                -0.009178380814945177,
                -0.10368974606092793,
                -0.15285706302083465,
                -0.22278610001582055
              ],
              [
                -0.14206395680109857,
                -0.17364147139439193,
                -0.009178380814945177,
                -0.10368974606092793,
                -0.15285706302083465,
                -0.22278610001582055
              ],
              [
                -0.14206395680109857,
                -0.17364147139439193,
                -0.009178380814945177,
                -0.10368974606092793,
                -0.15285706302083465,
                -0.22278610001582055
              ],
              [
                -0.14206395680109857,
                -0.17364147139439193,
                -0.009178380814945177,
                -0.10368974606092793,
                -0.15285706302083465,
                -0.22278610001582055
              ]
            ]
          },
          "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": 0.07262060022901005
            },
            {
              "event_time": 0.0,
              "cohort": 3,
              "estimate": -0.21380661478498103
            },
            {
              "event_time": 1.0,
              "cohort": 3,
              "estimate": -0.10607991392786983
            },
            {
              "event_time": 0.0,
              "cohort": 4,
              "estimate": 0.0993599400086243
            }
          ]
        }
      }
    },
    "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": -0.14814007572946877,
                "se": 0.08982685170889203,
                "lower": -0.3241974699235174,
                "upper": 0.027917318464579816
              },
              {
                "typec": "simple",
                "aggregation": "Native CS-DID simple",
                "matches_treated_unit_year_target": false,
                "estimate": -0.13104065854066782,
                "se": 0.08486869144017709,
                "lower": -0.2973802371784577,
                "upper": 0.035298920097122044
              },
              {
                "typec": "group",
                "aggregation": "Native CS-DID group",
                "matches_treated_unit_year_target": false,
                "estimate": -0.09070493230901076,
                "se": 0.08155523290792134,
                "lower": -0.25055025155931243,
                "upper": 0.06914038694129089
              },
              {
                "typec": "treated_cells",
                "aggregation": "Observed treated observations, configured weights",
                "matches_treated_unit_year_target": true,
                "weight_sum": 525.0,
                "post_cells": 6,
                "estimate": -0.12952175113835906,
                "se": 0.08463919580110542,
                "lower": -0.2954115265889594,
                "upper": 0.036368024312241315
              }
            ],
            "same_group_time_effects": true,
            "additional_covariates": []
          },
          "estimate": -0.14814007572946877,
          "se": 0.08982685170889203,
          "lower": -0.3241974699235174,
          "upper": 0.027917318464579816,
          "event_study": [
            {
              "event_time": -3,
              "estimate": -0.303366442737867,
              "se": 0.23988527055698883,
              "lower": -0.7735329334512118,
              "upper": 0.1668000479754777,
              "relative_to_minus_one": -0.303366442737867,
              "n": 0.0
            },
            {
              "event_time": -2,
              "estimate": 0.014932217758936606,
              "se": 0.1794106640854288,
              "lower": -0.3367062222909176,
              "upper": 0.36657065780879083,
              "relative_to_minus_one": 0.014932217758936606,
              "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": -0.01678779577494567,
              "se": 0.11180216603833801,
              "lower": -0.23591601460365536,
              "upper": 0.20234042305376398,
              "relative_to_minus_one": -0.01678779577494567,
              "n": 244.0
            },
            {
              "event_time": 1,
              "estimate": -0.25456075389387384,
              "se": 0.11319687154454204,
              "lower": -0.47642254528378314,
              "upper": -0.03269896250396456,
              "relative_to_minus_one": -0.25456075389387384,
              "n": 185.0
            },
            {
              "event_time": 2,
              "estimate": -0.1730716775195868,
              "se": 0.1706386837718255,
              "lower": -0.5075173520816842,
              "upper": 0.1613739970425106,
              "relative_to_minus_one": -0.1730716775195868,
              "n": 96.0
            }
          ],
          "group_time_estimates": [
            {
              "group": 2,
              "year": 1,
              "att": 0.0,
              "se": null,
              "event_time": -1,
              "mass": 0.0
            },
            {
              "group": 2,
              "year": 2,
              "att": -0.004238990830196385,
              "se": 0.1534333355510426,
              "event_time": 0,
              "mass": 89.0
            },
            {
              "group": 2,
              "year": 3,
              "att": -0.24075409384568608,
              "se": 0.16529316580452105,
              "event_time": 1,
              "mass": 114.0
            },
            {
              "group": 2,
              "year": 4,
              "att": -0.1730716775195868,
              "se": 0.17063868377182537,
              "event_time": 2,
              "mass": 96.0
            },
            {
              "group": 3,
              "year": 1,
              "att": 0.06264381527733806,
              "se": 0.23007146610432216,
              "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": -0.1911531568310924,
              "se": 0.242357416858071,
              "event_time": 0,
              "mass": 91.0
            },
            {
              "group": 3,
              "year": 4,
              "att": -0.2736247542451082,
              "se": 0.13520615891072485,
              "event_time": 1,
              "mass": 71.0
            },
            {
              "group": 4,
              "year": 1,
              "att": -0.303366442737867,
              "se": 0.23988527055698877,
              "event_time": -3,
              "mass": 0.0
            },
            {
              "group": 4,
              "year": 2,
              "att": -0.05312341118863097,
              "se": 0.19950496755699298,
              "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": 0.20721083436827523,
              "se": 0.07627875183856736,
              "event_time": 0,
              "mass": 64.0
            }
          ],
          "treated_cell_att": -0.12952175113835906,
          "treated_cell_se": 0.08463919580110542,
          "checks": {
            "input_rows": 1065,
            "retained_rows": 1065,
            "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": 0.044087040703743696,
          "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": -0.07564722887579461,
          "event_study": [
            {
              "event_time": -3,
              "estimate": -0.35359586390009545,
              "raw_gap": -0.2604669279262786,
              "n": 44,
              "n_cells": 4,
              "weight_sum": 44.0,
              "relative_to_minus_one": -0.3396079104213969
            },
            {
              "event_time": -2,
              "estimate": -0.09424123889058163,
              "raw_gap": -0.06766171196522261,
              "n": 113,
              "n_cells": 8,
              "weight_sum": 113.0,
              "relative_to_minus_one": -0.08025328541188304
            },
            {
              "event_time": -1,
              "estimate": -0.013987953478698596,
              "raw_gap": 0.007415881862828252,
              "n": 184,
              "n_cells": 13,
              "weight_sum": 184.0,
              "relative_to_minus_one": 0.0
            },
            {
              "event_time": 0,
              "estimate": 0.02688414578119268,
              "raw_gap": 0.04709084843502376,
              "n": 244,
              "n_cells": 13,
              "weight_sum": 244.0,
              "relative_to_minus_one": 0.04087209925989128
            },
            {
              "event_time": 1,
              "estimate": -0.15824272317921687,
              "raw_gap": -0.16258587543879838,
              "n": 185,
              "n_cells": 9,
              "weight_sum": 185.0,
              "relative_to_minus_one": -0.14425476970051826
            },
            {
              "event_time": 2,
              "estimate": -0.17707940564841737,
              "raw_gap": -0.17707940564841737,
              "n": 96,
              "n_cells": 5,
              "weight_sum": 96.0,
              "relative_to_minus_one": -0.16309145216971876
            }
          ],
          "package_event_study": {
            "event_time": [
              -3.0,
              -2.0,
              -1.0,
              0.0,
              1.0,
              2.0
            ],
            "estimate": [
              -0.1975958738755053,
              0.04354964374455736,
              0.03399894965735094,
              0.09464767872261241,
              -0.15275043035109276,
              -0.10240394323176952
            ],
            "n": [
              4.0,
              8.0,
              13.0,
              13.0,
              9.0,
              5.0
            ]
          },
          "sdid_pre_gap_correction": [
            {
              "cohort": 1,
              "pre_gap": 0.0
            },
            {
              "cohort": 2,
              "pre_gap": -0.011316664338346119
            },
            {
              "cohort": 3,
              "pre_gap": 0.09312893597381677
            }
          ],
          "diagnostics": {
            "converged": true,
            "pre_rmse": 0.09991500370555298,
            "zeta_omega": [
              0.0,
              0.8065408218777788,
              0.692605120889746
            ],
            "zeta_lambda": [
              0.0,
              4.795720419585985e-07,
              4.897457776656679e-07
            ]
          },
          "checks": {
            "scalar_vs_treated_cell_average": 0.0,
            "native_scalar_vs_unweighted_matrix_average": 9.020562075079397e-17
          },
          "native_matrix_att": -0.03475319241160063,
          "matrix_preparation": {
            "source_rows": 1065,
            "matrix_shape": [
              19,
              4
            ],
            "observed_cells": 76,
            "missing_cells": 0,
            "repeated_cells": 76,
            "minimum_cell_count": 2,
            "maximum_cell_count": 44,
            "observation_mass": 1065.0,
            "treated_observation_mass": 525.0,
            "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": 0.00031629204750061035,
          "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": -0.1421183481488218,
          "event_study": [
            {
              "event_time": -3,
              "estimate": -0.038277808012934296,
              "raw_gap": -0.038277808012934296,
              "n": 44,
              "n_cells": 4,
              "weight_sum": 44.0,
              "relative_to_minus_one": -0.044576651258689426
            },
            {
              "event_time": -2,
              "estimate": 0.00866850409888335,
              "raw_gap": 0.00866850409888335,
              "n": 113,
              "n_cells": 8,
              "weight_sum": 113.0,
              "relative_to_minus_one": 0.00236966085312822
            },
            {
              "event_time": -1,
              "estimate": 0.00629884324575513,
              "raw_gap": 0.00629884324575513,
              "n": 184,
              "n_cells": 13,
              "weight_sum": 184.0,
              "relative_to_minus_one": 0.0
            },
            {
              "event_time": 0,
              "estimate": -0.008220505254972017,
              "raw_gap": -0.008220505254972017,
              "n": 244,
              "n_cells": 13,
              "weight_sum": 244.0,
              "relative_to_minus_one": -0.014519348500727147
            },
            {
              "event_time": 1,
              "estimate": -0.24515074014459792,
              "raw_gap": -0.24515074014459792,
              "n": 185,
              "n_cells": 9,
              "weight_sum": 185.0,
              "relative_to_minus_one": -0.25144958339035306
            },
            {
              "event_time": 2,
              "estimate": -0.28389002676216296,
              "raw_gap": -0.28389002676216296,
              "n": 96,
              "n_cells": 5,
              "weight_sum": 96.0,
              "relative_to_minus_one": -0.2901888700079181
            }
          ],
          "package_event_study": {
            "event_time": [
              -3.0,
              -2.0,
              -1.0,
              0.0,
              1.0,
              2.0
            ],
            "estimate": [
              -0.04639820942018463,
              0.01569211598290826,
              0.00461973865853039,
              0.019224492642272797,
              -0.22712159573592938,
              -0.1954999370647387
            ],
            "n": [
              4.0,
              8.0,
              13.0,
              13.0,
              9.0,
              5.0
            ]
          },
          "sdid_pre_gap_correction": [],
          "diagnostics": {
            "converged": true,
            "iterations": 32,
            "termination_reason": "Relative objective tolerance reached",
            "objective": 0.018074147968522275,
            "lambda_l": 0.01174757080786394,
            "singular_values": [
              0.8648733119070974,
              0.3409015693151788,
              0.0,
              0.0
            ],
            "history_objective": [
              0.018113380472299885,
              0.018084170537329945,
              0.01807713004408069,
              0.018075068618993665,
              0.018074448243517827,
              0.01807425423457408,
              0.018074189749941422,
              0.01807416633867951,
              0.018074156862392096,
              0.0180741525825602,
              0.018074150467972953,
              0.01807414935643064,
              0.01807414874966624,
              0.018074148411318738,
              0.01807414822046394,
              0.018074148112149715,
              0.018074148050482696,
              0.0180741480153148,
              0.018074147995241326,
              0.018074147983778217,
              0.018074147977230448,
              0.018074147973489812,
              0.018074147971352664,
              0.01807414797013159,
              0.0180741479694339,
              0.018074147969035243,
              0.01807414796880746,
              0.018074147968677307,
              0.018074147968602926,
              0.018074147968560432,
              0.018074147968536156,
              0.018074147968522275
            ],
            "history_rmse": [
              0.06369794420158244,
              0.06308139737053725,
              0.06281563931003505,
              0.06267886560834658,
              0.06260663518752023,
              0.06256816581404144,
              0.06254759485395776,
              0.06253657021104256,
              0.06253065369827929,
              0.06252747559413614,
              0.06252576720679627,
              0.06252484823997013,
              0.06252435354963176,
              0.06252408701663366,
              0.06252394325028285,
              0.0625238655887189,
              0.06252382355335713,
              0.06252380074029486,
              0.06252378831455815,
              0.06252378151343062,
              0.06252377776640866,
              0.0625237756839646,
              0.0625237745133686,
              0.0625237738456815,
              0.06252377345787064,
              0.06252377322765516,
              0.06252377308752084,
              0.06252377299984228,
              0.06252377294339553,
              0.0625237729060229,
              0.06252377288062645,
              0.06252377286296672
            ]
          },
          "checks": {
            "scalar_vs_treated_cell_average": 0.0,
            "native_scalar_vs_unweighted_matrix_average": 0.0
          },
          "native_matrix_att": -0.10265465342953747,
          "matrix_preparation": {
            "source_rows": 1065,
            "matrix_shape": [
              19,
              4
            ],
            "observed_cells": 76,
            "missing_cells": 0,
            "repeated_cells": 76,
            "minimum_cell_count": 2,
            "maximum_cell_count": 44,
            "observation_mass": 1065.0,
            "treated_observation_mass": 525.0,
            "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": 0.00023250002413988113,
          "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": -0.10447613581385642,
          "event_study": [
            {
              "event_time": -3,
              "estimate": -0.2372385398745314,
              "raw_gap": -0.2372385398745314,
              "n": 44,
              "n_cells": 4,
              "weight_sum": 44.0,
              "relative_to_minus_one": -0.24698346278771902
            },
            {
              "event_time": -2,
              "estimate": -0.06643467573979657,
              "raw_gap": -0.06643467573979657,
              "n": 113,
              "n_cells": 8,
              "weight_sum": 113.0,
              "relative_to_minus_one": -0.07617959865298421
            },
            {
              "event_time": -1,
              "estimate": 0.009744922913187633,
              "raw_gap": 0.009744922913187633,
              "n": 184,
              "n_cells": 13,
              "weight_sum": 184.0,
              "relative_to_minus_one": 0.0
            },
            {
              "event_time": 0,
              "estimate": 0.007875945485842906,
              "raw_gap": 0.007875945485842906,
              "n": 244,
              "n_cells": 13,
              "weight_sum": 244.0,
              "relative_to_minus_one": -0.0018689774273447264
            },
            {
              "event_time": 1,
              "estimate": -0.15311108920579616,
              "raw_gap": -0.15311108920579616,
              "n": 185,
              "n_cells": 9,
              "weight_sum": 185.0,
              "relative_to_minus_one": -0.1628560121189838
            },
            {
              "event_time": 2,
              "estimate": -0.2963140676848751,
              "raw_gap": -0.2963140676848751,
              "n": 96,
              "n_cells": 5,
              "weight_sum": 96.0,
              "relative_to_minus_one": -0.30605899059806274
            }
          ],
          "package_event_study": {
            "event_time": [
              -3.0,
              -2.0,
              -1.0,
              0.0,
              1.0,
              2.0
            ],
            "estimate": [
              -0.1743674858237581,
              0.02794793135771409,
              0.036452807110216194,
              0.04189244428479626,
              -0.14943698027857252,
              -0.22163860526822723
            ],
            "n": [
              4.0,
              8.0,
              13.0,
              13.0,
              9.0,
              5.0
            ]
          },
          "sdid_pre_gap_correction": [],
          "diagnostics": {
            "pre_rmse": 0.09348604180019209,
            "penalty": 1.0
          },
          "checks": {
            "scalar_vs_treated_cell_average": 1.3877787807814457e-17,
            "native_scalar_vs_unweighted_matrix_average": 0.0
          },
          "native_matrix_att": -0.07068607678318288,
          "matrix_preparation": {
            "source_rows": 1065,
            "matrix_shape": [
              19,
              4
            ],
            "observed_cells": 76,
            "missing_cells": 0,
            "repeated_cells": 76,
            "minimum_cell_count": 2,
            "maximum_cell_count": 44,
            "observation_mass": 1065.0,
            "treated_observation_mass": 525.0,
            "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": 0.00016133300960063934,
          "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)": 0.023075762589221598,
        "SE": 0.09223370682328534,
        "Aggregation": "Coefficient",
        "Event study": "No",
        "Status": "estimated",
        "Note": ""
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "Dynamic TWFE",
        "Estimate (SDs)": -0.04755983410930353,
        "SE": 0.09294443091668729,
        "Aggregation": "observations",
        "Event study": "Yes",
        "Status": "estimated",
        "Note": ""
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "BJS / did2s",
        "Estimate (SDs)": -0.14818831958159023,
        "SE": 0.0913596758522392,
        "Aggregation": "observations",
        "Event study": "Yes",
        "Status": "estimated",
        "Note": ""
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "Sun\u2013Abraham",
        "Estimate (SDs)": -0.06203785992970153,
        "SE": 0.10124164578478528,
        "Aggregation": "observations",
        "Event study": "Yes",
        "Status": "estimated",
        "Note": ""
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "CS-DID",
        "Estimate (SDs)": -0.14814007572946877,
        "SE": 0.08982685170889203,
        "Aggregation": "Equal post-event times",
        "Event study": "Yes",
        "Status": "estimated",
        "Note": ""
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "CS-DID (treated cells)",
        "Estimate (SDs)": -0.12952175113835906,
        "SE": 0.08463919580110542,
        "Aggregation": "Treated cells",
        "Event study": "Same CS-DID path",
        "Status": "estimated",
        "Note": ""
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "SDID",
        "Estimate (SDs)": -0.07564722887579461,
        "SE": null,
        "Aggregation": "Treated cells",
        "Event study": "Yes",
        "Status": "estimated",
        "Note": ""
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "Matrix completion",
        "Estimate (SDs)": -0.1421183481488218,
        "SE": null,
        "Aggregation": "Treated cells",
        "Event study": "Yes",
        "Status": "estimated",
        "Note": ""
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "Horizontal ridge",
        "Estimate (SDs)": -0.10447613581385642,
        "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": "98784341a7fbdc8ef51833554c0439ef6755c5f702e9128d5fa2b1292c5f093c",
      "csdid_aggregations.py": "cbed0fb13450d9398f9a59d53dbfdf8e275a74daa01158c38c0f3396a3e8c6ee",
      "bootstrap_matrix.py": "c6a1f4bb0085e0a21f9a41677fb4def7990be5f6199077a53e951de489ab9550",
      "eligibility.py": "a7b9e165017d6ac92b40068a0a274585962dbb40b09a4101ccd1ddb072ca51dd"
    },
    "scalar_ranges": [
      {
        "Outcome / treatment": "y__d",
        "Estimator": "Static TWFE",
        "Estimate (SDs)": 0.023075762589221598,
        "SE": 0.09223370682328534,
        "Aggregation": "Coefficient",
        "Event study": "No",
        "Status": "estimated",
        "Note": "",
        "lower": -0.17070006492894882,
        "upper": 0.216851590107392,
        "ci_level": 0.95,
        "inference": "Configured-cluster regression interval"
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "Dynamic TWFE",
        "Estimate (SDs)": -0.04755983410930353,
        "SE": 0.09294443091668729,
        "Aggregation": "Treated cells",
        "Event study": "Yes",
        "Status": "estimated",
        "Note": "",
        "lower": -0.24282883753983242,
        "upper": 0.14770916932122535,
        "ci_level": 0.95,
        "inference": "Configured-cluster regression interval"
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "BJS / did2s",
        "Estimate (SDs)": -0.14818831958159023,
        "SE": 0.0913596758522392,
        "Aggregation": "Treated cells",
        "Event study": "Yes",
        "Status": "estimated",
        "Note": "",
        "lower": -0.34012787616883655,
        "upper": 0.04375123700565606,
        "ci_level": 0.95,
        "inference": "Configured-cluster regression interval"
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "Sun\u2013Abraham",
        "Estimate (SDs)": -0.06203785992970153,
        "SE": 0.10124164578478528,
        "Aggregation": "Treated cells",
        "Event study": "Yes",
        "Status": "estimated",
        "Note": "",
        "lower": -0.27473866494923316,
        "upper": 0.15066294508983008,
        "ci_level": 0.95,
        "inference": "Configured-cluster regression interval"
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "CS-DID (equal event-time)",
        "Estimate (SDs)": -0.14814007572946877,
        "SE": 0.08982685170889203,
        "Aggregation": "Equal post-event times",
        "Event study": "Yes",
        "Status": "estimated",
        "Note": "",
        "lower": -0.3241974699235174,
        "upper": 0.027917318464579816,
        "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)": -0.12952175113835906,
        "SE": 0.08463919580110542,
        "Aggregation": "Treated cells",
        "Event study": "Same CS-DID path",
        "Status": "estimated",
        "Note": "",
        "lower": -0.2954115265889594,
        "upper": 0.036368024312241315,
        "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)": -0.07564722887579461,
        "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)": -0.1421183481488218,
        "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)": -0.10447613581385642,
        "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": 1791588677.088644,
  "scalar_ranges": [
    {
      "Outcome / treatment": "y__d",
      "Estimator": "Static TWFE",
      "Estimate (SDs)": 0.023075762589221598,
      "SE": 0.09223370682328534,
      "Aggregation": "Coefficient",
      "Event study": "No",
      "Status": "estimated",
      "Note": "",
      "lower": -0.17070006492894882,
      "upper": 0.216851590107392,
      "ci_level": 0.95,
      "inference": "Configured-cluster regression interval"
    },
    {
      "Outcome / treatment": "y__d",
      "Estimator": "Dynamic TWFE",
      "Estimate (SDs)": -0.04755983410930353,
      "SE": 0.09294443091668729,
      "Aggregation": "Treated cells",
      "Event study": "Yes",
      "Status": "estimated",
      "Note": "",
      "lower": -0.24282883753983242,
      "upper": 0.14770916932122535,
      "ci_level": 0.95,
      "inference": "Configured-cluster regression interval"
    },
    {
      "Outcome / treatment": "y__d",
      "Estimator": "BJS / did2s",
      "Estimate (SDs)": -0.14818831958159023,
      "SE": 0.0913596758522392,
      "Aggregation": "Treated cells",
      "Event study": "Yes",
      "Status": "estimated",
      "Note": "",
      "lower": -0.34012787616883655,
      "upper": 0.04375123700565606,
      "ci_level": 0.95,
      "inference": "Configured-cluster regression interval"
    },
    {
      "Outcome / treatment": "y__d",
      "Estimator": "Sun\u2013Abraham",
      "Estimate (SDs)": -0.06203785992970153,
      "SE": 0.10124164578478528,
      "Aggregation": "Treated cells",
      "Event study": "Yes",
      "Status": "estimated",
      "Note": "",
      "lower": -0.27473866494923316,
      "upper": 0.15066294508983008,
      "ci_level": 0.95,
      "inference": "Configured-cluster regression interval"
    },
    {
      "Outcome / treatment": "y__d",
      "Estimator": "CS-DID (equal event-time)",
      "Estimate (SDs)": -0.14814007572946877,
      "SE": 0.08982685170889203,
      "Aggregation": "Equal post-event times",
      "Event study": "Yes",
      "Status": "estimated",
      "Note": "",
      "lower": -0.3241974699235174,
      "upper": 0.027917318464579816,
      "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)": -0.12952175113835906,
      "SE": 0.08463919580110542,
      "Aggregation": "Treated cells",
      "Event study": "Same CS-DID path",
      "Status": "estimated",
      "Note": "",
      "lower": -0.2954115265889594,
      "upper": 0.036368024312241315,
      "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)": -0.07564722887579461,
      "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)": -0.1421183481488218,
      "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)": -0.10447613581385642,
      "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"
    }
  ]
}
