{
  "study_id": 1,
  "specification_id": "S01-P072",
  "source_specification_id": "CI-T5-B-C11",
  "role": "active_comparison",
  "published_source_location": "Table 5, panel B, column 11 (\"Avoiding risky investment\"), accepted-manuscript p. 49",
  "outcome_label": "Avoiding risky investment z-score index [follow-up survey sample]",
  "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-P072.json",
  "input_bytes": 48467,
  "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": "Avoiding risky investment z-score index [follow-up survey sample]",
        "d": "New Curriculum indicator (newcurr)"
      },
      "allow_repeated_cells": true,
      "time_fe": null,
      "latest_cohort_control": true,
      "slug": "s01-p072",
      "study_id": 1,
      "study": "Curriculum and Ideology",
      "citation": "Cantoni et al. (2017), JPE. https://doi.org/10.1086/690951",
      "description": "Avoiding risky investment z-score index [follow-up survey sample]",
      "source_specification_id": "CI-T5-B-C11",
      "specification_id": "S01-P072",
      "data": "repl-archives/twfe-microdata-replication-private/outputs/published_clustering_2026_10_08/curriculum/prepared_rows/CI-T5-B-C11.csv",
      "output_dir": "analyses/full-archive/results/S01-P072"
    },
    "source": {
      "file": "CI-T5-B-C11.csv",
      "bytes": 48467,
      "sha256": "63f2eccd781f0c1c0a383fa2e36e27c78ca0a0a174b30a3c89c51ebac855d4ca"
    },
    "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": 331,
          "source_sd": 0.9777926012780265,
          "rows": 191,
          "units": 16,
          "clusters": 16,
          "treated_units": 10,
          "never_treated_units": 6,
          "treated_cohorts": 3,
          "latest_cohort_control_index": null,
          "unique_unit_period_cells": 48,
          "unsupported_prediction_rows_removed": 0,
          "initially_treated_units_removed": 12,
          "post_adoption_untreated_rows_removed": 0,
          "units_without_minus_one_removed": 0,
          "additional_rows_removed": 1
        },
        "estimates": [
          {
            "method": "Static TWFE",
            "estimate": 0.04440438154510488,
            "se": 0.2581006713311633,
            "pvalue": 0.8657034870994644,
            "lower": -0.5057241770723763,
            "upper": 0.594532940162586
          },
          {
            "method": "Dynamic TWFE",
            "estimate": -0.09200875981656306,
            "se": 0.38444919063900196,
            "pvalue": 0.8140919843699471,
            "lower": -0.9114428124948875,
            "upper": 0.7274252928617613
          },
          {
            "method": "BJS / did2s",
            "estimate": 0.17051404958255964,
            "se": 0.3099994997939768,
            "pvalue": 0.5903848696957339,
            "lower": -0.49023424337707,
            "upper": 0.8312623425421893
          },
          {
            "method": "Sun\u2013Abraham",
            "estimate": 0.16878837243409034,
            "se": 0.23362022009370387,
            "pvalue": 0.4811064671173776,
            "lower": -0.3291613395182096,
            "upper": 0.6667380843863903
          }
        ],
        "event_studies": {
          "Dynamic TWFE": [
            {
              "event_time": -3,
              "estimate": 1.4202296855101235,
              "se": 0.5301865545436908,
              "pvalue": 0.017175222539230393,
              "lower": 0.29016379476607046,
              "upper": 2.5502955762541766
            },
            {
              "event_time": -2,
              "estimate": 0.7035539680995962,
              "se": 0.2527770398019082,
              "pvalue": 0.01392077976283138,
              "lower": 0.16477246148587366,
              "upper": 1.2423354747133188
            },
            {
              "event_time": 0,
              "estimate": -0.06271931387566829,
              "se": 0.295200085133679,
              "pvalue": 0.8346055135857878,
              "lower": -0.6919234011830556,
              "upper": 0.566484773431719
            },
            {
              "event_time": 1,
              "estimate": -0.13249711155838823,
              "se": 0.551290743039951,
              "pvalue": 0.8133205759219129,
              "lower": -1.3075455152822029,
              "upper": 1.0425512921654265
            },
            {
              "event_time": 2,
              "estimate": -0.3175125779815364,
              "se": 0.5629329732407885,
              "pvalue": 0.5810679109319059,
              "lower": -1.5173758079762285,
              "upper": 0.8823506520131557
            }
          ],
          "BJS / did2s": [
            {
              "event_time": -3,
              "estimate": 0.5008675984599691,
              "se": 0.31835088746403045,
              "pvalue": 0.1364967302317791,
              "lower": -0.17768125595379003,
              "upper": 1.179416452873728
            },
            {
              "event_time": -2,
              "estimate": 0.08928680852919597,
              "se": 0.15549638719001413,
              "pvalue": 0.5743396147557673,
              "lower": -0.24214589528314662,
              "upper": 0.42071951234153854
            },
            {
              "event_time": -1,
              "estimate": -0.04348162771612323,
              "se": 0.04105685275804347,
              "pvalue": 0.3063299555221244,
              "lower": -0.13099223786936962,
              "upper": 0.04402898243712316
            },
            {
              "event_time": 0,
              "estimate": 0.046562670460084436,
              "se": 0.2763228940950042,
              "pvalue": 0.8684346563059268,
              "lower": -0.5424056365864743,
              "upper": 0.6355309775066432
            },
            {
              "event_time": 1,
              "estimate": 0.34185860307539306,
              "se": 0.47291506613530493,
              "pvalue": 0.4808768140572493,
              "lower": -0.666135999727074,
              "upper": 1.34985320587786
            },
            {
              "event_time": 2,
              "estimate": 0.09510363267277124,
              "se": 0.47833879574171684,
              "pvalue": 0.8450728220301739,
              "lower": -0.9244513761345217,
              "upper": 1.114658641480064
            }
          ],
          "Sun\u2013Abraham": [
            {
              "event_time": -3,
              "estimate": 1.03632952600787,
              "se": 0.6141498248125612,
              "pvalue": 0.11220032579369542,
              "lower": -0.2726998389944797,
              "upper": 2.3453588910102194
            },
            {
              "event_time": -2,
              "estimate": 0.4722217168808575,
              "se": 0.40448634334657874,
              "pvalue": 0.26124815365868587,
              "lower": -0.3899205158303432,
              "upper": 1.3343639495920583
            },
            {
              "event_time": 0,
              "estimate": 0.10249207814133449,
              "se": 0.2089708762826835,
              "pvalue": 0.6309045543615716,
              "lower": -0.3429188011466194,
              "upper": 0.5479029574292884
            },
            {
              "event_time": 1,
              "estimate": 0.26043324983878224,
              "se": 0.38972652972030775,
              "pvalue": 0.5141286438050549,
              "lower": -0.5702491848261562,
              "upper": 1.0911156845037207
            }
          ]
        },
        "target": {
          "event_times": [
            0.0,
            1.0
          ],
          "weights": [
            0.5802469135802469,
            0.41975308641975306
          ],
          "weighting": "observations"
        },
        "checks": {
          "did2s_vs_direct_imputation_max_post_difference": 5.551115123125783e-17,
          "package_aggregate_vs_estimable_cell_weights": 0.0,
          "saturated_vs_deviations_relative_rss_difference": 2.5843847059623775e-15
        },
        "inference": {
          "standard_errors": "Cluster-robust; did2s uses two-stage covariance",
          "confidence_intervals": "Pointwise t, clusters minus one degrees of freedom"
        },
        "f_test": {
          "F": 4.776582958805243,
          "df_num": 1,
          "df_den": 164,
          "pvalue": 0.030267294207242283,
          "log10_pvalue": -1.5190264017519743,
          "inference": "Homoskedastic nested-model F",
          "observations": 191,
          "design_columns": 8,
          "restricted_design_columns": 7,
          "fixed_effect_rank": 19,
          "covariance_rank": 1,
          "rss_unrestricted": 164.9621437831962,
          "rss_restricted": 169.766749666384,
          "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": [
              [
                -0.10936564560306679,
                -0.278110364291428,
                0.056739691207750124,
                -0.10634784520154088,
                -0.12240887705435013,
                -0.29928572174095064
              ],
              [
                -0.10936564560306679,
                -0.278110364291428,
                0.056739691207750124,
                -0.10634784520154088,
                -0.12240887705435013,
                -0.29928572174095064
              ],
              [
                0.0044651679945906676,
                -0.0773968607102083,
                0.518367373895039,
                -0.18888857674667817,
                -0.15071959653936487,
                0.016916391504693016
              ],
              [
                0.0044651679945906676,
                -0.0773968607102083,
                0.518367373895039,
                -0.18888857674667817,
                -0.15071959653936487,
                0.016916391504693016
              ],
              [
                0.0044651679945906676,
                -0.0773968607102083,
                0.518367373895039,
                -0.18888857674667817,
                -0.15071959653936487,
                0.016916391504693016
              ]
            ]
          },
          "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+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": -1.0962166262893125
            },
            {
              "event_time": 0.0,
              "cohort": 3,
              "estimate": -0.183892261268609
            },
            {
              "event_time": 1.0,
              "cohort": 3,
              "estimate": -1.721701680155872
            }
          ]
        }
      }
    },
    "code_sha256": {
      "replication_engine.py": "a84197989fc6e453d28f8a12b14fdabaee204780a523db7d585b9004c6231de4",
      "reference_f_test.py": "26f3d65e1ff59d46f05bb28011b2ed34b9ee150f04c47c144dd6836a4d75d6f0",
      "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": "Avoiding risky investment z-score index [follow-up survey sample]",
        "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-p072",
      "study_id": 1,
      "study": "Curriculum and Ideology",
      "citation": "Cantoni et al. (2017), JPE. https://doi.org/10.1086/690951",
      "description": "Avoiding risky investment z-score index [follow-up survey sample]",
      "source_specification_id": "CI-T5-B-C11",
      "specification_id": "S01-P072",
      "data": "repl-archives/twfe-microdata-replication-private/outputs/published_clustering_2026_10_08/curriculum/prepared_rows/CI-T5-B-C11.csv",
      "output_dir": "analyses/archive-expanded/fits/S01-P072"
    },
    "options": {
      "output_dir": "analyses/archive-expanded/fits/S01-P072",
      "regression_results": "analyses/archive-expanded/baselines/S01-P072.json",
      "display_window": [
        -10,
        10
      ],
      "timeout_seconds": 3600
    },
    "source": {
      "file": "CI-T5-B-C11.csv",
      "bytes": 48467,
      "sha256": "63f2eccd781f0c1c0a383fa2e36e27c78ca0a0a174b30a3c89c51ebac855d4ca"
    },
    "regressions": {
      "y__d": {
        "sample": {
          "outcome": "y",
          "treatment": "d",
          "source_rows": 331,
          "source_sd": 0.9777926012780265,
          "rows": 191,
          "units": 16,
          "clusters": 16,
          "treated_units": 10,
          "never_treated_units": 6,
          "treated_cohorts": 3,
          "latest_cohort_control_index": null,
          "unique_unit_period_cells": 48,
          "unsupported_prediction_rows_removed": 0,
          "initially_treated_units_removed": 12,
          "post_adoption_untreated_rows_removed": 0,
          "units_without_minus_one_removed": 0,
          "additional_rows_removed": 1,
          "rows_without_never_control_time_fe_removed": 0
        },
        "estimates": [
          {
            "method": "Static TWFE",
            "estimate": 0.04440438154510488,
            "se": 0.2581006713311633,
            "pvalue": 0.8657034870994644,
            "lower": -0.5057241770723763,
            "upper": 0.594532940162586
          },
          {
            "method": "Dynamic TWFE",
            "estimate": -0.09200875981656306,
            "se": 0.38444919063900196,
            "pvalue": 0.8140919843699471,
            "lower": -0.9114428124948875,
            "upper": 0.7274252928617613
          },
          {
            "method": "BJS / did2s",
            "estimate": 0.17051404958255964,
            "se": 0.3099994997939768,
            "pvalue": 0.5903848696957339,
            "lower": -0.49023424337707,
            "upper": 0.8312623425421893
          },
          {
            "method": "Sun\u2013Abraham",
            "estimate": 0.16878837243409034,
            "se": 0.23362022009370387,
            "pvalue": 0.4811064671173776,
            "lower": -0.3291613395182096,
            "upper": 0.6667380843863903
          }
        ],
        "event_studies": {
          "Dynamic TWFE": [
            {
              "event_time": -3,
              "estimate": 1.4202296855101235,
              "se": 0.5301865545436908,
              "pvalue": 0.017175222539230393,
              "lower": 0.29016379476607046,
              "upper": 2.5502955762541766
            },
            {
              "event_time": -2,
              "estimate": 0.7035539680995962,
              "se": 0.2527770398019082,
              "pvalue": 0.01392077976283138,
              "lower": 0.16477246148587366,
              "upper": 1.2423354747133188
            },
            {
              "event_time": 0,
              "estimate": -0.06271931387566829,
              "se": 0.295200085133679,
              "pvalue": 0.8346055135857878,
              "lower": -0.6919234011830556,
              "upper": 0.566484773431719
            },
            {
              "event_time": 1,
              "estimate": -0.13249711155838823,
              "se": 0.551290743039951,
              "pvalue": 0.8133205759219129,
              "lower": -1.3075455152822029,
              "upper": 1.0425512921654265
            },
            {
              "event_time": 2,
              "estimate": -0.3175125779815364,
              "se": 0.5629329732407885,
              "pvalue": 0.5810679109319059,
              "lower": -1.5173758079762285,
              "upper": 0.8823506520131557
            }
          ],
          "BJS / did2s": [
            {
              "event_time": -3,
              "estimate": 0.5008675984599691,
              "se": 0.31835088746403045,
              "pvalue": 0.1364967302317791,
              "lower": -0.17768125595379003,
              "upper": 1.179416452873728
            },
            {
              "event_time": -2,
              "estimate": 0.08928680852919597,
              "se": 0.15549638719001413,
              "pvalue": 0.5743396147557673,
              "lower": -0.24214589528314662,
              "upper": 0.42071951234153854
            },
            {
              "event_time": -1,
              "estimate": -0.04348162771612323,
              "se": 0.04105685275804347,
              "pvalue": 0.3063299555221244,
              "lower": -0.13099223786936962,
              "upper": 0.04402898243712316
            },
            {
              "event_time": 0,
              "estimate": 0.046562670460084436,
              "se": 0.2763228940950042,
              "pvalue": 0.8684346563059268,
              "lower": -0.5424056365864743,
              "upper": 0.6355309775066432
            },
            {
              "event_time": 1,
              "estimate": 0.34185860307539306,
              "se": 0.47291506613530493,
              "pvalue": 0.4808768140572493,
              "lower": -0.666135999727074,
              "upper": 1.34985320587786
            },
            {
              "event_time": 2,
              "estimate": 0.09510363267277124,
              "se": 0.47833879574171684,
              "pvalue": 0.8450728220301739,
              "lower": -0.9244513761345217,
              "upper": 1.114658641480064
            }
          ],
          "Sun\u2013Abraham": [
            {
              "event_time": -3,
              "estimate": 1.03632952600787,
              "se": 0.6141498248125612,
              "pvalue": 0.11220032579369542,
              "lower": -0.2726998389944797,
              "upper": 2.3453588910102194
            },
            {
              "event_time": -2,
              "estimate": 0.4722217168808575,
              "se": 0.40448634334657874,
              "pvalue": 0.26124815365868587,
              "lower": -0.3899205158303432,
              "upper": 1.3343639495920583
            },
            {
              "event_time": 0,
              "estimate": 0.10249207814133449,
              "se": 0.2089708762826835,
              "pvalue": 0.6309045543615716,
              "lower": -0.3429188011466194,
              "upper": 0.5479029574292884
            },
            {
              "event_time": 1,
              "estimate": 0.26043324983878224,
              "se": 0.38972652972030775,
              "pvalue": 0.5141286438050549,
              "lower": -0.5702491848261562,
              "upper": 1.0911156845037207
            }
          ]
        },
        "target": {
          "event_times": [
            0.0,
            1.0
          ],
          "weights": [
            0.5802469135802469,
            0.41975308641975306
          ],
          "weighting": "observations"
        },
        "checks": {
          "did2s_vs_direct_imputation_max_post_difference": 5.551115123125783e-17,
          "package_aggregate_vs_estimable_cell_weights": 0.0,
          "saturated_vs_deviations_relative_rss_difference": 2.5843847059623775e-15
        },
        "inference": {
          "standard_errors": "Cluster-robust; did2s uses two-stage covariance",
          "confidence_intervals": "Pointwise t, clusters minus one degrees of freedom"
        },
        "f_test": {
          "F": 4.776582958805243,
          "df_num": 1,
          "df_den": 164,
          "pvalue": 0.030267294207242283,
          "log10_pvalue": -1.5190264017519743,
          "inference": "Homoskedastic nested-model F",
          "observations": 191,
          "design_columns": 8,
          "restricted_design_columns": 7,
          "fixed_effect_rank": 19,
          "covariance_rank": 1,
          "rss_unrestricted": 164.9621437831962,
          "rss_restricted": 169.766749666384,
          "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": [
              [
                -0.10936564560306679,
                -0.278110364291428,
                0.056739691207750124,
                -0.10634784520154088,
                -0.12240887705435013,
                -0.29928572174095064
              ],
              [
                -0.10936564560306679,
                -0.278110364291428,
                0.056739691207750124,
                -0.10634784520154088,
                -0.12240887705435013,
                -0.29928572174095064
              ],
              [
                0.0044651679945906676,
                -0.0773968607102083,
                0.518367373895039,
                -0.18888857674667817,
                -0.15071959653936487,
                0.016916391504693016
              ],
              [
                0.0044651679945906676,
                -0.0773968607102083,
                0.518367373895039,
                -0.18888857674667817,
                -0.15071959653936487,
                0.016916391504693016
              ],
              [
                0.0044651679945906676,
                -0.0773968607102083,
                0.518367373895039,
                -0.18888857674667817,
                -0.15071959653936487,
                0.016916391504693016
              ]
            ]
          },
          "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+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": -1.0962166262893125
            },
            {
              "event_time": 0.0,
              "cohort": 3,
              "estimate": -0.183892261268609
            },
            {
              "event_time": 1.0,
              "cohort": 3,
              "estimate": -1.721701680155872
            }
          ]
        }
      }
    },
    "alternative_models": {
      "y__d": [
        {
          "method": "CS-DID",
          "status": "unidentified",
          "reason": "UnidentifiedTarget: CS-DID cannot estimate 1 observed post-treatment group-time cells with the configured controls; no target cells were dropped. See csdid-group-time.json and package log."
        },
        {
          "method": "SDID",
          "status": "unidentified",
          "reason": "ValueError: SDID cohort 1 has no observed donor/treated pre-period overlap",
          "parameters": {},
          "crabbymetrics_build": {
            "source_commit": "cb3fcc0e8664cdbb6848d3998ddc4365d65740dc",
            "extension_sha256": "3e1dd2e2bd6d38612b9200b15094fc37138cd002749f8b31148d6265fc533cbd"
          }
        },
        {
          "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": 0.3376770327534666,
          "event_study": [
            {
              "event_time": -3,
              "estimate": 0.09580109949152771,
              "raw_gap": 0.09580109949152771,
              "n": 1,
              "n_cells": 1,
              "weight_sum": 1.0,
              "relative_to_minus_one": 0.0941173832049438
            },
            {
              "event_time": -2,
              "estimate": -0.03758653796535497,
              "raw_gap": -0.03758653796535497,
              "n": 9,
              "n_cells": 4,
              "weight_sum": 9.0,
              "relative_to_minus_one": -0.039270254251938884
            },
            {
              "event_time": -1,
              "estimate": 0.0016837162865839092,
              "raw_gap": 0.0016837162865839092,
              "n": 30,
              "n_cells": 10,
              "weight_sum": 30.0,
              "relative_to_minus_one": 0.0
            },
            {
              "event_time": 0,
              "estimate": 0.18027203147322574,
              "raw_gap": 0.18027203147322574,
              "n": 47,
              "n_cells": 10,
              "weight_sum": 47.0,
              "relative_to_minus_one": 0.17858831518664184
            },
            {
              "event_time": 1,
              "estimate": 0.7214526872732643,
              "raw_gap": 0.7214526872732643,
              "n": 34,
              "n_cells": 6,
              "weight_sum": 34.0,
              "relative_to_minus_one": 0.7197689709866804
            },
            {
              "event_time": 2,
              "estimate": 0.142837819184439,
              "raw_gap": 0.142837819184439,
              "n": 29,
              "n_cells": 4,
              "weight_sum": 29.0,
              "relative_to_minus_one": 0.1411541028978551
            }
          ],
          "package_event_study": {
            "event_time": [
              -3.0,
              -2.0,
              -1.0,
              0.0,
              1.0,
              2.0
            ],
            "estimate": [
              0.09580109949152771,
              0.0002560399679345515,
              -0.009682612640640253,
              0.1566543969962968,
              0.36694381135046816,
              0.035023489490917326
            ],
            "n": [
              1.0,
              4.0,
              10.0,
              10.0,
              6.0,
              4.0
            ]
          },
          "sdid_pre_gap_correction": [],
          "diagnostics": {
            "converged": true,
            "iterations": 69,
            "termination_reason": "Relative objective tolerance reached",
            "objective": 0.07923565925599428,
            "lambda_l": 0.030182483667042966,
            "singular_values": [
              1.4061978675676106,
              0.7507090098431524,
              0.0,
              0.0
            ],
            "history_objective": [
              0.0828604007981885,
              0.08008810740018922,
              0.07953731049837436,
              0.07938618531522765,
              0.07932119772896302,
              0.07928626842616016,
              0.07926606054968521,
              0.07925409245913043,
              0.07924693341110227,
              0.07924262112162385,
              0.07924000557101092,
              0.07923840670109486,
              0.07923742038734007,
              0.0792368054859029,
              0.07923641746859687,
              0.07923616926900472,
              0.07923600811801655,
              0.07923590180277677,
              0.07923583049163153,
              0.07923578185391704,
              0.07923574813495113,
              0.07923572439455838,
              0.07923570744029884,
              0.07923569517708896,
              0.07923568620754316,
              0.0792356795841045,
              0.07923567465365902,
              0.07923567095893305,
              0.07923566817506422,
              0.07923566606818926,
              0.07923566446797575,
              0.07923566324910475,
              0.07923566231858192,
              0.07923566160690457,
              0.07923566106181995,
              0.07923566064385486,
              0.07923566032307358,
              0.07923566007670263,
              0.07923565988737345,
              0.07923565974181336,
              0.07923565962986333,
              0.07923565954373801,
              0.07923565947746473,
              0.07923565942645809,
              0.07923565938719544,
              0.07923565935696916,
              0.07923565933369715,
              0.07923565931577801,
              0.07923565930197961,
              0.07923565929135376,
              0.0792356592831706,
              0.07923565927686842,
              0.07923565927201466,
              0.07923565926827637,
              0.07923565926539708,
              0.07923565926317946,
              0.0792356592614714,
              0.0792356592601557,
              0.07923565925914232,
              0.07923565925836173,
              0.07923565925776054,
              0.07923565925729736,
              0.07923565925694064,
              0.07923565925666587,
              0.07923565925645416,
              0.07923565925629115,
              0.07923565925616549,
              0.07923565925606878,
              0.07923565925599428
            ],
            "history_rmse": [
              0.13697059096840672,
              0.12631759577242546,
              0.12127230445093852,
              0.11961751917772656,
              0.11905287272923297,
              0.11886638443613697,
              0.1188147784869973,
              0.11881048202584775,
              0.11882124214076266,
              0.11883522184528605,
              0.11884828789858166,
              0.11885923383907751,
              0.1188679425184615,
              0.11887466884159538,
              0.11887976031145563,
              0.11888355226081941,
              0.11888633350763365,
              0.11888834006382308,
              0.11888975935923218,
              0.11889073769361765,
              0.11889138796349065,
              0.11889179656748428,
              0.1188920291852666,
              0.11889213544900326,
              0.11889215264422844,
              0.11889210860534569,
              0.11889202396257756,
              0.11889191387588104,
              0.11889178936750781,
              0.11889165834285463,
              0.11889152637039507,
              0.11889139727604538,
              0.11889127359496968,
              0.11889115691406939,
              0.11889104813080369,
              0.11889094764808095,
              0.11889085552036696,
              0.1188907715626607,
              0.11889069543123706,
              0.11889062668300039,
              0.11889056481865895,
              0.11889050931372032,
              0.11889045964034128,
              0.11889041528236276,
              0.1188903757452835,
              0.11889034056251171,
              0.11889030929891094,
              0.11889028155239621,
              0.11889025695415689,
              0.11889023516793212,
              0.118890215888658,
              0.11889019884071854,
              0.11889018377597008,
              0.11889017047166764,
              0.11889015872836788,
              0.11889014836788443,
              0.11889013923131975,
              0.11889013117721108,
              0.11889012407979775,
              0.11889011782741844,
              0.11889011232104063,
              0.118890107472916,
              0.11889010320536592,
              0.11889009944967499,
              0.11889009614510046,
              0.11889009323798037,
              0.11889009068093206,
              0.11889008843214131,
              0.11889008645472209
            ],
            "n_observed": 48,
            "n_missing": 16,
            "n_treated_observed": 20,
            "n_untreated_observed": 28
          },
          "checks": {
            "scalar_vs_treated_cell_average": 5.551115123125783e-17,
            "native_scalar_vs_unweighted_matrix_average": 5.551115123125783e-17
          },
          "native_matrix_att": 0.1954150398014723,
          "matrix_preparation": {
            "source_rows": 191,
            "matrix_shape": [
              16,
              4
            ],
            "observed_cells": 48,
            "missing_cells": 16,
            "repeated_cells": 38,
            "minimum_cell_count": 1,
            "maximum_cell_count": 17,
            "observation_mass": 191.0,
            "treated_observation_mass": 110.0,
            "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": 0.000508124940097332,
          "crabbymetrics": "0.9.1",
          "crabbymetrics_build": {
            "source_commit": "cb3fcc0e8664cdbb6848d3998ddc4365d65740dc",
            "extension_sha256": "3e1dd2e2bd6d38612b9200b15094fc37138cd002749f8b31148d6265fc533cbd"
          },
          "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",
          "status": "unidentified",
          "reason": "ValueError: ridge cohort 1, period 1: no donor/pre-period overlap for observed treated outcomes",
          "parameters": {
            "penalty": 1.0
          },
          "crabbymetrics_build": {
            "source_commit": "cb3fcc0e8664cdbb6848d3998ddc4365d65740dc",
            "extension_sha256": "3e1dd2e2bd6d38612b9200b15094fc37138cd002749f8b31148d6265fc533cbd"
          }
        },
        {
          "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)": 0.04440438154510488,
        "SE": 0.2581006713311633,
        "Aggregation": "Coefficient",
        "Event study": "No",
        "Status": "estimated",
        "Note": ""
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "Dynamic TWFE",
        "Estimate (SDs)": -0.09200875981656306,
        "SE": 0.38444919063900196,
        "Aggregation": "observations",
        "Event study": "Yes",
        "Status": "estimated",
        "Note": ""
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "BJS / did2s",
        "Estimate (SDs)": 0.17051404958255964,
        "SE": 0.3099994997939768,
        "Aggregation": "observations",
        "Event study": "Yes",
        "Status": "estimated",
        "Note": ""
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "Sun\u2013Abraham",
        "Estimate (SDs)": 0.16878837243409034,
        "SE": 0.23362022009370387,
        "Aggregation": "observations",
        "Event study": "Yes",
        "Status": "estimated",
        "Note": ""
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "CS-DID",
        "Estimate (SDs)": null,
        "SE": null,
        "Aggregation": "Equal post-event times",
        "Event study": "No",
        "Status": "unidentified",
        "Note": "UnidentifiedTarget: CS-DID cannot estimate 1 observed post-treatment group-time cells with the configured controls; no target cells were dropped. See csdid-group-time.json and package log."
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "SDID",
        "Estimate (SDs)": null,
        "SE": null,
        "Aggregation": "Treated cells",
        "Event study": "No",
        "Status": "unidentified",
        "Note": "ValueError: SDID cohort 1 has no observed donor/treated pre-period overlap"
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "Matrix completion",
        "Estimate (SDs)": 0.3376770327534666,
        "SE": null,
        "Aggregation": "Treated cells",
        "Event study": "Yes",
        "Status": "estimated",
        "Note": ""
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "Horizontal ridge",
        "Estimate (SDs)": null,
        "SE": null,
        "Aggregation": "Treated cells",
        "Event study": "No",
        "Status": "unidentified",
        "Note": "ValueError: ridge cohort 1, period 1: no donor/pre-period overlap for observed treated outcomes"
      },
      {
        "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": "9c8cc9bb42c9d4eb4f48bfa0a6ee09498fe83516d08aa9f26a49c21c4686618a",
      "mtgpax_worker.py": "7279b1b2aaa3f5909cd39ac1964d2e9c75907219011fe661a015511131affa85",
      "csdid_general.py": "07619c3b3dfee796ae9e4842afdbc6e367a74cece254ede73f7c403dfc924f6d",
      "runner.py": "3d6f87d28c1a24f0efe21b6d9b06d77866b0d16abcfdaaaef47465cc9cc1078e",
      "matrix_inputs.py": "3f675276f9022147996dd5b62762721be2dd436d5db171491a286b05628176ae",
      "csdid_model.py": "b9fd5536d4886e99a707d2b162db5b11da3ff463930eca5b7590d27500096a3f",
      "multisynth_model.R": "3ae0740c5b75b14f563dacc9961688e8286655866a6b435045a3ef6f453c1604",
      "csdid_streaming.py": "378198e98c44bd46862601bdcb514b19d9ea4038cddc38dad7fdba9b0aa0216b",
      "multisynth_sparse.R": "f9ab3d8d7f7b52a79ccd694c7173f626276a0830f23bb79e527c88c0f0292540",
      "matrix_models.py": "2fddc228b899ed1c806fd1bd7feef84c5164b4c9d472d0218d2f1491a47a302b",
      "csdid_aggregations.py": "cbed0fb13450d9398f9a59d53dbfdf8e275a74daa01158c38c0f3396a3e8c6ee",
      "bootstrap_matrix.py": "a55b171313d43a703063c87e668021b75eb3153fa30795b9ae3d9e2721d9b9d0",
      "eligibility.py": "f0eb686ff3f13e89c8f3d85f49890601c4a7f9a611a2938753be599b8ceac9a6"
    },
    "scalar_ranges": [
      {
        "Outcome / treatment": "y__d",
        "Estimator": "Static TWFE",
        "Estimate (SDs)": 0.04440438154510488,
        "SE": 0.2581006713311633,
        "Aggregation": "Coefficient",
        "Event study": "No",
        "Status": "estimated",
        "Note": "",
        "lower": -0.5057241770723763,
        "upper": 0.594532940162586,
        "ci_level": 0.95,
        "inference": "Configured-cluster regression interval"
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "Dynamic TWFE",
        "Estimate (SDs)": -0.09200875981656306,
        "SE": 0.38444919063900196,
        "Aggregation": "Treated cells",
        "Event study": "Yes",
        "Status": "estimated",
        "Note": "",
        "lower": -0.9114428124948875,
        "upper": 0.7274252928617613,
        "ci_level": 0.95,
        "inference": "Configured-cluster regression interval"
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "BJS / did2s",
        "Estimate (SDs)": 0.17051404958255964,
        "SE": 0.3099994997939768,
        "Aggregation": "Treated cells",
        "Event study": "Yes",
        "Status": "estimated",
        "Note": "",
        "lower": -0.49023424337707,
        "upper": 0.8312623425421893,
        "ci_level": 0.95,
        "inference": "Configured-cluster regression interval"
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "Sun\u2013Abraham",
        "Estimate (SDs)": 0.16878837243409034,
        "SE": 0.23362022009370387,
        "Aggregation": "Treated cells",
        "Event study": "Yes",
        "Status": "estimated",
        "Note": "",
        "lower": -0.3291613395182096,
        "upper": 0.6667380843863903,
        "ci_level": 0.95,
        "inference": "Configured-cluster regression interval"
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "CS-DID (equal event-time)",
        "Estimate (SDs)": null,
        "SE": null,
        "Aggregation": "Equal post-event times",
        "Event study": "No",
        "Status": "unidentified",
        "Note": "UnidentifiedTarget: CS-DID cannot estimate 1 observed post-treatment group-time cells with the configured controls; no target cells were dropped. See csdid-group-time.json and package log.",
        "lower": null,
        "upper": null,
        "ci_level": null,
        "inference": "Not computed"
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "SDID",
        "Estimate (SDs)": null,
        "SE": null,
        "Aggregation": "Treated cells",
        "Event study": "No",
        "Status": "unidentified",
        "Note": "ValueError: SDID cohort 1 has no observed donor/treated pre-period overlap",
        "lower": null,
        "upper": null,
        "ci_level": null,
        "inference": "Not computed"
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "Matrix completion",
        "Estimate (SDs)": 0.3376770327534666,
        "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)": null,
        "SE": null,
        "Aggregation": "Treated cells",
        "Event study": "No",
        "Status": "unidentified",
        "Note": "ValueError: ridge cohort 1, period 1: no donor/pre-period overlap for observed treated outcomes",
        "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": 1791602646.8699222,
  "scalar_ranges": [
    {
      "Outcome / treatment": "y__d",
      "Estimator": "Static TWFE",
      "Estimate (SDs)": 0.04440438154510488,
      "SE": 0.2581006713311633,
      "Aggregation": "Coefficient",
      "Event study": "No",
      "Status": "estimated",
      "Note": "",
      "lower": -0.5057241770723763,
      "upper": 0.594532940162586,
      "ci_level": 0.95,
      "inference": "Configured-cluster regression interval"
    },
    {
      "Outcome / treatment": "y__d",
      "Estimator": "Dynamic TWFE",
      "Estimate (SDs)": -0.09200875981656306,
      "SE": 0.38444919063900196,
      "Aggregation": "Treated cells",
      "Event study": "Yes",
      "Status": "estimated",
      "Note": "",
      "lower": -0.9114428124948875,
      "upper": 0.7274252928617613,
      "ci_level": 0.95,
      "inference": "Configured-cluster regression interval"
    },
    {
      "Outcome / treatment": "y__d",
      "Estimator": "BJS / did2s",
      "Estimate (SDs)": 0.17051404958255964,
      "SE": 0.3099994997939768,
      "Aggregation": "Treated cells",
      "Event study": "Yes",
      "Status": "estimated",
      "Note": "",
      "lower": -0.49023424337707,
      "upper": 0.8312623425421893,
      "ci_level": 0.95,
      "inference": "Configured-cluster regression interval"
    },
    {
      "Outcome / treatment": "y__d",
      "Estimator": "Sun\u2013Abraham",
      "Estimate (SDs)": 0.16878837243409034,
      "SE": 0.23362022009370387,
      "Aggregation": "Treated cells",
      "Event study": "Yes",
      "Status": "estimated",
      "Note": "",
      "lower": -0.3291613395182096,
      "upper": 0.6667380843863903,
      "ci_level": 0.95,
      "inference": "Configured-cluster regression interval"
    },
    {
      "Outcome / treatment": "y__d",
      "Estimator": "CS-DID (equal event-time)",
      "Estimate (SDs)": null,
      "SE": null,
      "Aggregation": "Equal post-event times",
      "Event study": "No",
      "Status": "unidentified",
      "Note": "UnidentifiedTarget: CS-DID cannot estimate 1 observed post-treatment group-time cells with the configured controls; no target cells were dropped. See csdid-group-time.json and package log.",
      "lower": null,
      "upper": null,
      "ci_level": null,
      "inference": "Not computed"
    },
    {
      "Outcome / treatment": "y__d",
      "Estimator": "SDID",
      "Estimate (SDs)": null,
      "SE": null,
      "Aggregation": "Treated cells",
      "Event study": "No",
      "Status": "unidentified",
      "Note": "ValueError: SDID cohort 1 has no observed donor/treated pre-period overlap",
      "lower": null,
      "upper": null,
      "ci_level": null,
      "inference": "Not computed"
    },
    {
      "Outcome / treatment": "y__d",
      "Estimator": "Matrix completion",
      "Estimate (SDs)": 0.3376770327534666,
      "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)": null,
      "SE": null,
      "Aggregation": "Treated cells",
      "Event study": "No",
      "Status": "unidentified",
      "Note": "ValueError: ridge cohort 1, period 1: no donor/pre-period overlap for observed treated outcomes",
      "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"
    }
  ]
}
