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8.881784197001252e-16, "max_dynamic_if_vs_direct_if_difference": 2.842170943040401e-14, "independent_cluster_se": 0.23530515315267683, "cluster_se_difference": 2.7755575615628914e-17, "scalar_vs_equal_event_average": 0.0, "simple_vs_treated_cell_average": 1.3877787807814457e-17, "group_time_cells": 1326, "post_treatment_cells": 351, "treated_unit_years": 4875 }, "warnings": [ "Be aware that there are some small groups in your dataset.\n Check groups: 27,29,30,31,44,45.", "Not returning pre-test Wald statistic due to singular covariance matrix" ], "seconds": 3.999503542203456, "target": "Dynamic aggregation: equal weights across all observed nonnegative event times; cohort-size weights within each event time", "donor_rule": "notyettreated", "inference": "Configured-cluster analytical influence-function SE; 95% pointwise normal intervals; includes estimated group-share uncertainty", "status": "estimated" }, { "method": "SDID", "status": "failed", "reason": "SDID simplex quadratic optimization did not converge, including the recorded retry with max_iterations=50000. Sample, objective and tolerance were unchanged; no estimate is reported.", "numerical_retry": { "max_iterations": 50000 } }, { "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": 0.20754223435003333, "event_study": [ { "event_time": -50, "estimate": 0.008591368309656693, "raw_gap": 0.008591368309656693, "n": 9, "relative_to_minus_one": -0.04871214625451201 }, { "event_time": -49, "estimate": 0.008463907768725873, "raw_gap": 0.008463907768725873, "n": 24, "relative_to_minus_one": -0.04883960679544283 }, { "event_time": -48, "estimate": 0.009158570700893874, 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