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              "mass": 14.0
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            {
              "group": 16,
              "year": 19,
              "att": -0.190035074179681,
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              "mass": 12.0
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            {
              "group": 16,
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              "att": -0.15766809432156942,
              "se": 0.12187782270022508,
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              "mass": 15.0
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            {
              "group": 16,
              "year": 21,
              "att": -0.242387020108838,
              "se": 0.15439747097492498,
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              "mass": 14.0
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            {
              "group": 16,
              "year": 22,
              "att": -0.13158123412201184,
              "se": 0.192712701980854,
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              "mass": 13.0
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            {
              "group": 16,
              "year": 23,
              "att": -0.34705011873826636,
              "se": 0.184086288353295,
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              "mass": 12.0
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            {
              "group": 16,
              "year": 24,
              "att": -0.21413696874316923,
              "se": 0.19632591370180155,
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              "mass": 11.0
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            {
              "group": 16,
              "year": 25,
              "att": -0.48612483635764464,
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              "mass": 11.0
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          "treated_cell_att": -0.1862917909329286,
          "treated_cell_se": 0.11163722224966631,
          "checks": {
            "input_rows": 1081,
            "retained_rows": 1081,
            "all_observed_post_cells_estimated": true,
            "dynamic_cluster_se_error": 1.3877787807814457e-17
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          "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": [
            "Estimation failed for group 16 in time period 12: A required group-period covariate design is singular. Setting ATT to NA for this cell.",
            "Estimation failed for group 16 in time period 1: A required group-period covariate design is singular. Setting ATT to NA for this cell.",
            "Estimation failed for group 16 in time period 2: A required group-period covariate design is singular. Setting ATT to NA for this cell.",
            "Estimation failed for group 16 in time period 3: A required group-period covariate design is singular. Setting ATT to NA for this cell.",
            "Estimation failed for group 16 in time period 4: A required group-period covariate design is singular. Setting ATT to NA for this cell.",
            "Estimation failed for group 16 in time period 5: A required group-period covariate design is singular. Setting ATT to NA for this cell."
          ],
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          "status": "estimated"
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        {
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          "status": "unsupported",
          "reason": "sdid: this adapter does not implement covariate adjustment; controls retained."
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        {
          "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."
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    "combined_table": [
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        "Outcome / treatment": "y__d",
        "Estimator": "Static TWFE",
        "Estimate (SDs)": -0.2122810541632338,
        "SE": 0.2007637437613832,
        "Aggregation": "Coefficient",
        "Event study": "No",
        "Status": "estimated",
        "Note": ""
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      {
        "Outcome / treatment": "y__d",
        "Estimator": "Dynamic TWFE",
        "Estimate (SDs)": -0.12406262744993017,
        "SE": 0.10403818941729535,
        "Aggregation": "observations",
        "Event study": "Yes",
        "Status": "estimated",
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        "Outcome / treatment": "y__d",
        "Estimator": "BJS / did2s",
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        "Aggregation": "observations",
        "Event study": "Yes",
        "Status": "estimated",
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      {
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        "Estimator": "Sun\u2013Abraham",
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        "SE": 0.10403818941729535,
        "Aggregation": "observations",
        "Event study": "Yes",
        "Status": "estimated",
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      {
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        "Estimator": "CS-DID",
        "Estimate (SDs)": -0.1956410335069061,
        "SE": 0.11462098764083438,
        "Aggregation": "Equal post-event times",
        "Event study": "Yes",
        "Status": "estimated",
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        "Aggregation": "Treated cells",
        "Event study": "Same CS-DID path",
        "Status": "estimated",
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      {
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        "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."
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      {
        "Outcome / treatment": "y__d",
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        "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."
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      {
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        "SE": null,
        "Aggregation": "Treated cells",
        "Event study": "No",
        "Status": "unsupported",
        "Note": "multisynth-individual: this adapter does not implement covariate adjustment; controls retained."
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      "bootstrap_matrix.py": "a55b171313d43a703063c87e668021b75eb3153fa30795b9ae3d9e2721d9b9d0",
      "eligibility.py": "f0eb686ff3f13e89c8f3d85f49890601c4a7f9a611a2938753be599b8ceac9a6"
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}
