{
  "paper": {
    "rank": 24,
    "paper_id": "aeraej-33",
    "title": "The Impact of Insurance Provision on Household Production and Financial Decisions",
    "authors": "Jing Cai",
    "year": 2016,
    "journal": "American Economic Journal: Economic Policy",
    "doi": "10.1257/pol.20130371",
    "package_bytes": 922548,
    "source_specification": "Table 4"
  },
  "mapping": {
    "paper_id": "aeraej-33",
    "match": false,
    "outcome": "area_tob",
    "treatment": "inter1",
    "unit": "hhno",
    "time": "year",
    "cluster": "county",
    "note": "The comparison adds household fixed effects to the source year-effects model, retaining household size, schooling and age."
  },
  "status": "estimated",
  "source_fit": {
    "formula": "list(linear = area_tob ~ policy2 + treatment + inter1 + hhsize +      educ_scale + age, fixef = ~year_f)",
    "coefficients": {
      "treatment": 1.03883132871489,
      "inter1": 0.839778962874486,
      "hhsize": 0.14968801868239,
      "educ_scale": 0.312284039923174,
      "age": -0.0282349501504955
    },
    "se": {
      "treatment": 0.36648241056871,
      "inter1": 0.392908050842374,
      "hhsize": 0.0405766213366617,
      "educ_scale": 0.090377869368325,
      "age": 0.00604668843834149
    },
    "n": 31183
  },
  "source_check": {
    "source_term": "inter1",
    "source_beta": 0.839778962874486,
    "template_source_sample_beta": 0.839577366139064,
    "template_source_sample_n": 31183,
    "template_source_sample_se": 0.394682211401252,
    "same_point_specification": false,
    "dropped_missing_identifiers": 0,
    "controls": {
      "x001": "hhsize",
      "x002": "educ_scale",
      "x003": "age"
    },
    "absolute_coefficient_difference": 0.00020159673542197165
  },
  "settings": {
    "slug": "aeraej-33",
    "specification_id": "aeraej-33-source",
    "source_specification_id": "Table 4",
    "study": "The Impact of Insurance Provision on Household Production and Financial Decisions",
    "citation": "Jing Cai (2016). https://doi.org/10.1257/pol.20130371",
    "description": "The comparison adds household fixed effects to the source year-effects model, retaining household size, schooling and age.",
    "data": "analyses/new-library/tranche50/aeraej-33/panel.parquet",
    "unit": "unit",
    "time": "time",
    "cluster": "cluster",
    "covariates": [
      "x001",
      "x002",
      "x003"
    ],
    "time_fe": null,
    "allow_repeated_cells": false,
    "period_values": null,
    "period_step": 1,
    "latest_cohort_control": true,
    "reversal_policy": "drop_post_untreated",
    "test_mode": "classical",
    "post_weighting": "observations",
    "display_window": [
      -10,
      10
    ],
    "labels": {
      "y": "area_tob",
      "d": "inter1",
      "unit": "hhno",
      "time": "year",
      "cluster": "county",
      "x001": "hhsize",
      "x002": "educ_scale",
      "x003": "age"
    }
  },
  "options": {
    "output_dir": "analyses/new-library/tranche50/aeraej-33/results",
    "timeout_seconds": 300
  },
  "comparison": {
    "schema": "expensive-replication-v1",
    "config": {
      "outcomes": [
        "y"
      ],
      "treatments": [
        "d"
      ],
      "unit": "unit",
      "time": "time",
      "cluster": "cluster",
      "covariates": [
        "x001",
        "x002",
        "x003"
      ],
      "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": "area_tob",
        "d": "inter1",
        "unit": "hhno",
        "time": "year",
        "cluster": "county",
        "x001": "hhsize",
        "x002": "educ_scale",
        "x003": "age"
      },
      "allow_repeated_cells": false,
      "time_fe": null,
      "unit_fe": null,
      "frequency_weights": false,
      "source_sd": null,
      "require_never_control_periods": false,
      "latest_cohort_control": true,
      "slug": "aeraej-33",
      "specification_id": "aeraej-33-source",
      "source_specification_id": "Table 4",
      "study": "The Impact of Insurance Provision on Household Production and Financial Decisions",
      "citation": "Jing Cai (2016). https://doi.org/10.1257/pol.20130371",
      "description": "The comparison adds household fixed effects to the source year-effects model, retaining household size, schooling and age.",
      "data": "analyses/new-library/tranche50/aeraej-33/panel.parquet",
      "output_dir": "analyses/new-library/tranche50/aeraej-33/results"
    },
    "options": {
      "output_dir": "analyses/new-library/tranche50/aeraej-33/results",
      "timeout_seconds": 300
    },
    "source": {
      "file": "panel.parquet",
      "bytes": 112404,
      "sha256": "fc5f4ea232e5c574dd9954a383ea888097cf9b2dbc1b6fa9f5c01acbd1aea6db"
    },
    "regressions": {
      "y__d": {
        "sample": {
          "outcome": "y",
          "treatment": "d",
          "source_rows": 31183,
          "source_sd": 3.39404068528461,
          "rows": 31183,
          "units": 3466,
          "clusters": 12,
          "treated_units": 1259,
          "never_treated_units": 2207,
          "treated_cohorts": 1,
          "latest_cohort_control_index": null,
          "unique_unit_period_cells": 31183,
          "unsupported_prediction_rows_removed": 0,
          "rows_without_never_control_time_fe_removed": 0,
          "initially_treated_units_removed": 0,
          "post_adoption_untreated_rows_removed": 0,
          "units_without_minus_one_removed": 0,
          "additional_rows_removed": 0
        },
        "estimates": [
          {
            "method": "Static TWFE",
            "estimate": 0.24736809130756257,
            "se": 0.11628682387828693,
            "pvalue": 0.056852917219142464,
            "lower": -0.008577482362736949,
            "upper": 0.5033136649778621
          },
          {
            "method": "Dynamic TWFE",
            "estimate": 0.22726980955677484,
            "se": 0.11072553617946525,
            "pvalue": 0.06469072789821154,
            "lower": -0.01643545241741798,
            "upper": 0.4709750715309676
          },
          {
            "method": "BJS / did2s",
            "estimate": 0.24743800520908776,
            "se": 0.11149505264724108,
            "pvalue": 0.048426897411562746,
            "lower": 0.0020390489088742136,
            "upper": 0.49283696150930134
          },
          {
            "method": "Sun\u2013Abraham",
            "estimate": 0.22726980955677484,
            "se": 0.11072553617946525,
            "pvalue": 0.06469072789821154,
            "lower": -0.01643545241741798,
            "upper": 0.4709750715309676
          }
        ],
        "event_studies": {
          "Dynamic TWFE": [
            {
              "event_time": -3,
              "estimate": -0.019554701399912264,
              "se": 0.03278398099040714,
              "pvalue": 0.5629343859369852,
              "lower": -0.09171175704852476,
              "upper": 0.05260235424870023
            },
            {
              "event_time": -2,
              "estimate": -0.04098074298610895,
              "se": 0.007480114893375014,
              "pvalue": 0.0001923356413997389,
              "lower": -0.0574443648622078,
              "upper": -0.024517121110010098
            },
            {
              "event_time": 0,
              "estimate": 0.05813204879981336,
              "se": 0.029769288050750905,
              "pvalue": 0.07675684843366475,
              "lower": -0.0073897124263827135,
              "upper": 0.12365381002600943
            },
            {
              "event_time": 1,
              "estimate": 0.18287586900564393,
              "se": 0.05637233693577118,
              "pvalue": 0.007817179292568891,
              "lower": 0.05880119197032582,
              "upper": 0.30695054604096206
            },
            {
              "event_time": 2,
              "estimate": 0.23607489097663756,
              "se": 0.14200165592169642,
              "pvalue": 0.12461735639000537,
              "lower": -0.07646864641545517,
              "upper": 0.5486184283687303
            },
            {
              "event_time": 3,
              "estimate": 0.2199532499632938,
              "se": 0.1560718797171987,
              "pvalue": 0.18638270338873136,
              "lower": -0.12355864120186771,
              "upper": 0.5634651411284552
            },
            {
              "event_time": 4,
              "estimate": 0.32025720475454905,
              "se": 0.16470104052830628,
              "pvalue": 0.07784635398730262,
              "lower": -0.04224734129990454,
              "upper": 0.6827617508090027
            },
            {
              "event_time": 5,
              "estimate": 0.3463255938407114,
              "se": 0.16556363069012017,
              "pvalue": 0.06045240363425482,
              "lower": -0.018077500359135634,
              "upper": 0.7107286880405583
            }
          ],
          "BJS / did2s": [
            {
              "event_time": -3,
              "estimate": 0.00043833988518488524,
              "se": 0.012989920666427698,
              "pvalue": 0.9736853388138981,
              "lower": -0.028152282732390163,
              "upper": 0.029028962502759936
            },
            {
              "event_time": -2,
              "estimate": -0.013252059444960938,
              "se": 0.007742223184471908,
              "pvalue": 0.11497191368841136,
              "lower": -0.030292577780101033,
              "upper": 0.0037884588901791593
            },
            {
              "event_time": -1,
              "estimate": 0.012842481396695112,
              "se": 0.009362459350803239,
              "pvalue": 0.19748587012747745,
              "lower": -0.007764152696384011,
              "upper": 0.03344911548977424
            },
            {
              "event_time": 0,
              "estimate": 0.0783001474052641,
              "se": 0.034942023738362825,
              "pvalue": 0.046631034256893696,
              "lower": 0.0013932716935577683,
              "upper": 0.15520702311697043
            },
            {
              "event_time": 1,
              "estimate": 0.2030441092865401,
              "se": 0.05870384743449705,
              "pvalue": 0.005344577666728042,
              "lower": 0.07383781224292849,
              "upper": 0.3322504063301517
            },
            {
              "event_time": 2,
              "estimate": 0.25624313355284783,
              "se": 0.13946299961022265,
              "pvalue": 0.09329799977257044,
              "lower": -0.05071285897111816,
              "upper": 0.5631991260768139
            },
            {
              "event_time": 3,
              "estimate": 0.24012164332621336,
              "se": 0.15461495176626497,
              "pvalue": 0.14869639654642486,
              "lower": -0.1001835710396203,
              "upper": 0.580426857692047
            },
            {
              "event_time": 4,
              "estimate": 0.3404256038831741,
              "se": 0.16341660735167884,
              "pvalue": 0.06136037296055859,
              "lower": -0.019251923810393146,
              "upper": 0.7001031315767414
            },
            {
              "event_time": 5,
              "estimate": 0.36649339380048707,
              "se": 0.1642262972226184,
              "pvalue": 0.04739038301188734,
              "lower": 0.005033750716705365,
              "upper": 0.7279530368842688
            }
          ],
          "Sun\u2013Abraham": [
            {
              "event_time": -3,
              "estimate": -0.019554701399912264,
              "se": 0.03278398099040714,
              "pvalue": 0.5629343859369852,
              "lower": -0.09171175704852476,
              "upper": 0.05260235424870023
            },
            {
              "event_time": -2,
              "estimate": -0.04098074298610895,
              "se": 0.007480114893375014,
              "pvalue": 0.0001923356413997389,
              "lower": -0.0574443648622078,
              "upper": -0.024517121110010098
            },
            {
              "event_time": 0,
              "estimate": 0.05813204879981336,
              "se": 0.029769288050750905,
              "pvalue": 0.07675684843366475,
              "lower": -0.0073897124263827135,
              "upper": 0.12365381002600943
            },
            {
              "event_time": 1,
              "estimate": 0.18287586900564393,
              "se": 0.05637233693577118,
              "pvalue": 0.007817179292568891,
              "lower": 0.05880119197032582,
              "upper": 0.30695054604096206
            },
            {
              "event_time": 2,
              "estimate": 0.23607489097663756,
              "se": 0.14200165592169642,
              "pvalue": 0.12461735639000537,
              "lower": -0.07646864641545517,
              "upper": 0.5486184283687303
            },
            {
              "event_time": 3,
              "estimate": 0.2199532499632938,
              "se": 0.1560718797171987,
              "pvalue": 0.18638270338873136,
              "lower": -0.12355864120186771,
              "upper": 0.5634651411284552
            },
            {
              "event_time": 4,
              "estimate": 0.32025720475454905,
              "se": 0.16470104052830628,
              "pvalue": 0.07784635398730262,
              "lower": -0.04224734129990454,
              "upper": 0.6827617508090027
            },
            {
              "event_time": 5,
              "estimate": 0.3463255938407114,
              "se": 0.16556363069012017,
              "pvalue": 0.06045240363425482,
              "lower": -0.018077500359135634,
              "upper": 0.7107286880405583
            }
          ]
        },
        "target": {
          "event_times": [
            0.0,
            1.0,
            2.0,
            3.0,
            4.0,
            5.0
          ],
          "weights": [
            0.16666666666666666,
            0.16666666666666666,
            0.16666666666666666,
            0.16666666666666666,
            0.16666666666666666,
            0.16666666666666666
          ],
          "weighting": "observations"
        },
        "checks": {
          "did2s_vs_direct_imputation_max_post_difference": 3.1282485808692417e-07,
          "package_aggregate_vs_estimable_cell_weights": null
        },
        "inference": {
          "standard_errors": "Cluster-robust; did2s uses two-stage covariance",
          "confidence_intervals": "Pointwise t, clusters minus one degrees of freedom"
        },
        "f_test": {
          "status": "not_identified",
          "pvalue": null,
          "reason": "Only one treated cohort remains on the common supported sample."
        }
      }
    },
    "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": "cell-specific rank-reduced column space",
            "control_group": "notyettreated",
            "xformla": "y ~ 1 + x0 + x1 + x2",
            "panel": true,
            "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": "unbalanced or varying-weight panel; native repeated-cross-section comparisons",
          "aggregations": {
            "summaries": [
              {
                "typec": "dynamic",
                "aggregation": "Native CS-DID dynamic",
                "matches_treated_unit_year_target": false,
                "estimate": 0.248531965233285,
                "se": 0.08990977901727365,
                "lower": 0.07231203650147358,
                "upper": 0.4247518939650964
              },
              {
                "typec": "simple",
                "aggregation": "Native CS-DID simple",
                "matches_treated_unit_year_target": false,
                "estimate": 0.248531965233285,
                "se": 0.08990977901727365,
                "lower": 0.07231203650147358,
                "upper": 0.4247518939650964
              },
              {
                "typec": "group",
                "aggregation": "Native CS-DID group",
                "matches_treated_unit_year_target": false,
                "estimate": 0.248531965233285,
                "se": 0.08990977901727365,
                "lower": 0.07231203650147358,
                "upper": 0.4247518939650964
              },
              {
                "typec": "treated_cells",
                "aggregation": "Observed treated observations, configured weights",
                "matches_treated_unit_year_target": true,
                "weight_sum": 7554.0,
                "post_cells": 6,
                "estimate": 0.24853196523328502,
                "se": 0.08990977901727365,
                "lower": 0.07231203650147361,
                "upper": 0.42475189396509644
              }
            ],
            "same_group_time_effects": true,
            "additional_covariates": [
              "x0",
              "x1",
              "x2"
            ]
          },
          "estimate": 0.248531965233285,
          "se": 0.08990977901727365,
          "lower": 0.07231203650147358,
          "upper": 0.4247518939650964,
          "event_study": [
            {
              "event_time": -3,
              "estimate": -0.013884694252172078,
              "se": 0.02563727190428015,
              "lower": -0.06413282384642177,
              "upper": 0.03636343534207762,
              "relative_to_minus_one": -0.013884694252172078,
              "n": 0.0
            },
            {
              "event_time": -2,
              "estimate": -0.038820198689792494,
              "se": 0.00736401132751262,
              "lower": -0.05325339567346222,
              "upper": -0.02438700170612277,
              "relative_to_minus_one": -0.038820198689792494,
              "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": 0.05994474454689235,
              "se": 0.022673917207352238,
              "lower": 0.015504683432038965,
              "upper": 0.10438480566174574,
              "relative_to_minus_one": 0.05994474454689235,
              "n": 1259.0
            },
            {
              "event_time": 1,
              "estimate": 0.18875916180603816,
              "se": 0.04181782527997956,
              "lower": 0.10679773034548962,
              "upper": 0.2707205932665867,
              "relative_to_minus_one": 0.18875916180603816,
              "n": 1259.0
            },
            {
              "event_time": 2,
              "estimate": 0.2591656826807093,
              "se": 0.11586277839480112,
              "lower": 0.03207880987815359,
              "upper": 0.48625255548326496,
              "relative_to_minus_one": 0.2591656826807093,
              "n": 1259.0
            },
            {
              "event_time": 3,
              "estimate": 0.23888041935446058,
              "se": 0.13037809610377268,
              "lower": -0.016655953381835842,
              "upper": 0.494416792090757,
              "relative_to_minus_one": 0.23888041935446058,
              "n": 1259.0
            },
            {
              "event_time": 4,
              "estimate": 0.3486607169533864,
              "se": 0.139692906032023,
              "lower": 0.07486765223488323,
              "upper": 0.6224537816718896,
              "relative_to_minus_one": 0.3486607169533864,
              "n": 1259.0
            },
            {
              "event_time": 5,
              "estimate": 0.39578106605822333,
              "se": 0.13797989792750626,
              "lower": 0.1253454355297982,
              "upper": 0.6662166965866485,
              "relative_to_minus_one": 0.39578106605822333,
              "n": 1259.0
            }
          ],
          "group_time_estimates": [
            {
              "group": 4,
              "year": 1,
              "att": -0.013884694252172078,
              "se": 0.02563727190428015,
              "event_time": -3,
              "mass": 0.0
            },
            {
              "group": 4,
              "year": 2,
              "att": -0.038820198689792494,
              "se": 0.00736401132751262,
              "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": 0.05994474454689235,
              "se": 0.02267391720735224,
              "event_time": 0,
              "mass": 1259.0
            },
            {
              "group": 4,
              "year": 5,
              "att": 0.18875916180603816,
              "se": 0.041817825279979536,
              "event_time": 1,
              "mass": 1259.0
            },
            {
              "group": 4,
              "year": 6,
              "att": 0.2591656826807093,
              "se": 0.11586277839480112,
              "event_time": 2,
              "mass": 1259.0
            },
            {
              "group": 4,
              "year": 7,
              "att": 0.23888041935446058,
              "se": 0.13037809610377263,
              "event_time": 3,
              "mass": 1259.0
            },
            {
              "group": 4,
              "year": 8,
              "att": 0.3486607169533864,
              "se": 0.13969290603202295,
              "event_time": 4,
              "mass": 1259.0
            },
            {
              "group": 4,
              "year": 9,
              "att": 0.39578106605822333,
              "se": 0.13797989792750634,
              "event_time": 5,
              "mass": 1259.0
            }
          ],
          "treated_cell_att": 0.24853196523328502,
          "treated_cell_se": 0.08990977901727365,
          "checks": {
            "input_rows": 31183,
            "retained_rows": 31183,
            "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": 0.12041866593062878,
          "status": "estimated"
        },
        {
          "method": "SDID",
          "status": "unsupported",
          "reason": "sdid: this adapter does not implement covariate adjustment; controls retained."
        },
        {
          "method": "Matrix completion",
          "status": "unsupported",
          "reason": "matrix-completion: this adapter does not implement covariate adjustment; controls retained."
        },
        {
          "method": "Horizontal ridge",
          "status": "unsupported",
          "reason": "horizontal-ridge: this adapter does not implement covariate adjustment; controls retained."
        },
        {
          "method": "Multisynth (cohort-averaged)",
          "status": "unsupported",
          "reason": "multisynth-cohort: this adapter does not implement covariate adjustment; controls retained."
        },
        {
          "method": "Multisynth (individual)",
          "status": "unsupported",
          "reason": "multisynth-individual: this adapter does not implement covariate adjustment; controls retained."
        }
      ]
    },
    "combined_table": [
      {
        "Outcome / treatment": "y__d",
        "Estimator": "Static TWFE",
        "Estimate (SDs)": 0.24736809130756257,
        "SE": 0.11628682387828693,
        "Aggregation": "Coefficient",
        "Event study": "No",
        "Status": "estimated",
        "Note": ""
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "Dynamic TWFE",
        "Estimate (SDs)": 0.22726980955677484,
        "SE": 0.11072553617946525,
        "Aggregation": "observations",
        "Event study": "Yes",
        "Status": "estimated",
        "Note": ""
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "BJS / did2s",
        "Estimate (SDs)": 0.24743800520908776,
        "SE": 0.11149505264724108,
        "Aggregation": "observations",
        "Event study": "Yes",
        "Status": "estimated",
        "Note": ""
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "Sun\u2013Abraham",
        "Estimate (SDs)": 0.22726980955677484,
        "SE": 0.11072553617946525,
        "Aggregation": "observations",
        "Event study": "Yes",
        "Status": "estimated",
        "Note": ""
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "CS-DID",
        "Estimate (SDs)": 0.248531965233285,
        "SE": 0.08990977901727365,
        "Aggregation": "Equal post-event times",
        "Event study": "Yes",
        "Status": "estimated",
        "Note": ""
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "CS-DID (treated cells)",
        "Estimate (SDs)": 0.24853196523328502,
        "SE": 0.08990977901727365,
        "Aggregation": "Treated cells",
        "Event study": "Same CS-DID path",
        "Status": "estimated",
        "Note": ""
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "SDID",
        "Estimate (SDs)": null,
        "SE": null,
        "Aggregation": "Treated cells",
        "Event study": "No",
        "Status": "unsupported",
        "Note": "sdid: this adapter does not implement covariate adjustment; controls retained."
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "Matrix completion",
        "Estimate (SDs)": null,
        "SE": null,
        "Aggregation": "Treated cells",
        "Event study": "No",
        "Status": "unsupported",
        "Note": "matrix-completion: this adapter does not implement covariate adjustment; controls retained."
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "Horizontal ridge",
        "Estimate (SDs)": null,
        "SE": null,
        "Aggregation": "Treated cells",
        "Event study": "No",
        "Status": "unsupported",
        "Note": "horizontal-ridge: this adapter does not implement covariate adjustment; controls retained."
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "Multisynth (cohort-averaged)",
        "Estimate (SDs)": null,
        "SE": null,
        "Aggregation": "Treated cells",
        "Event study": "No",
        "Status": "unsupported",
        "Note": "multisynth-cohort: this adapter does not implement covariate adjustment; controls retained."
      },
      {
        "Outcome / treatment": "y__d",
        "Estimator": "Multisynth (individual)",
        "Estimate (SDs)": null,
        "SE": null,
        "Aggregation": "Treated cells",
        "Event study": "No",
        "Status": "unsupported",
        "Note": "multisynth-individual: this adapter does not implement covariate adjustment; controls retained."
      }
    ],
    "adapter_sha256": {
      "validate_template.py": "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": "dc7188bf9bf709f0803169dfc3b1198e8b9d2b79d5904ebc5f010a48edde2ee2",
      "csdid_aggregations.py": "cbed0fb13450d9398f9a59d53dbfdf8e275a74daa01158c38c0f3396a3e8c6ee",
      "bootstrap_matrix.py": "a55b171313d43a703063c87e668021b75eb3153fa30795b9ae3d9e2721d9b9d0",
      "eligibility.py": "f0eb686ff3f13e89c8f3d85f49890601c4a7f9a611a2938753be599b8ceac9a6"
    }
  }
}
