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            {
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            {
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          ],
          "treated_cell_att": 0.8930727998132449,
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          "checks": {
            "input_rows": 913,
            "retained_rows": 913,
            "all_observed_post_cells_estimated": true,
            "dynamic_cluster_se_error": 2.7755575615628914e-17
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          "target": "Equal average of nonnegative native CS-DID event-time effects",
          "donor_rule": "notyettreated",
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          "warnings": [
            "Be aware that there are some small groups in your dataset.\n  Check groups: 5,8,14,15.",
            "No (treated or control) units for group 12 in time period 1; setting ATT to NA.",
            "No (treated or control) units for group 14 in time period 1; setting ATT to NA.",
            "No (treated or control) units for group 14 in time period 2; setting ATT to NA.",
            "No (treated or control) units for group 14 in time period 3; setting ATT to NA.",
            "No (treated or control) units for group 14 in time period 4; setting ATT to NA.",
            "No (treated or control) units for group 14 in time period 5; setting ATT to NA.",
            "No (treated or control) units for group 15 in time period 1; setting ATT to NA.",
            "No (treated or control) units for group 8 in time period 1; setting ATT to NA.",
            "No (treated or control) units for group 8 in time period 2; setting ATT to NA.",
            "No (treated or control) units for group 8 in time period 3; setting ATT to NA.",
            "No (treated or control) units for group 8 in time period 4; setting ATT to NA."
          ],
          "seconds": 0.16965995822101831,
          "status": "estimated"
        },
        {
          "method": "SDID",
          "status": "failed",
          "reason": "ValueError: masked SDID weight optimizer did not converge; increase max_iterations or check overlap",
          "parameters": {
            "max_iterations": 20000
          },
          "crabbymetrics_build": {
            "source_commit": "cb3fcc0e8664cdbb6848d3998ddc4365d65740dc",
            "extension_sha256": "3e1dd2e2bd6d38612b9200b15094fc37138cd002749f8b31148d6265fc533cbd"
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        },
        {
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            "lambda_fraction": 0.25,
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            "tolerance": 1e-12
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            "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."
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              "weight_sum": 2.0,
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              "estimate": -0.008536549954900385,
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            {
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      "ci_level": 0.95,
      "inference": "Configured-cluster regression interval"
    },
    {
      "Outcome / treatment": "y__d",
      "Estimator": "Sun\u2013Abraham",
      "Estimate (SDs)": 0.7967550027391155,
      "SE": 0.11013916432327171,
      "Aggregation": "equal_periods",
      "Event study": "Yes",
      "Status": "estimated",
      "Note": "",
      "lower": 0.5770893659533174,
      "upper": 1.0164206395249136,
      "ci_level": 0.95,
      "inference": "Configured-cluster regression interval"
    },
    {
      "Outcome / treatment": "y__d",
      "Estimator": "CS-DID (equal event-time)",
      "Estimate (SDs)": 0.9775704242796509,
      "SE": 0.157606999013077,
      "Aggregation": "Equal post-event times",
      "Event study": "Yes",
      "Status": "estimated",
      "Note": "",
      "lower": 0.6686663825025801,
      "upper": 1.2864744660567218,
      "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)": 0.8930727998132449,
      "SE": 0.12208923966733344,
      "Aggregation": "Treated cells",
      "Event study": "Same CS-DID path",
      "Status": "estimated",
      "Note": "",
      "lower": 0.6537822871653924,
      "upper": 1.1323633124610974,
      "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)": null,
      "SE": null,
      "Aggregation": "Treated cells",
      "Event study": "No",
      "Status": "failed",
      "Note": "ValueError: masked SDID weight optimizer did not converge; increase max_iterations or check overlap",
      "lower": null,
      "upper": null,
      "ci_level": null,
      "inference": "Not computed"
    },
    {
      "Outcome / treatment": "y__d",
      "Estimator": "Matrix completion",
      "Estimate (SDs)": 0.7358968572123538,
      "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 7, period 7: 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 a complete finite outcome matrix; no panel balancing performed.",
      "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 a complete finite outcome matrix; no panel balancing performed.",
      "lower": null,
      "upper": null,
      "ci_level": null,
      "inference": "Not computed"
    }
  ]
}
