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Commits on Apr 19, 2026

• Precompute stratum-PSU scaffolding in aggregate_survey

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• Surface silent np.linalg.solve fallbacks across axis-A minor solver paths

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Commits on Apr 4, 2026

• Address P2/P3: tighten ROADMAP wording, add SDR to Phase 6, fix error msg

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• Address P2/P3: fix REGISTRY replicate list, update stale error message

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Commits on Apr 3, 2026

• Address AI review P1/P2/P3 findings

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• Add SDR replicate method and FPC support for ImputationDiD/TwoStageDiD

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Commits on Apr 2, 2026

• Add UserWarning emissions for 8 silent operations

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• Add replicate weight support to 7 estimators

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Commits on Mar 31, 2026

• Add survey design support to StaggeredTripleDifference estimator

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Commits on Mar 28, 2026

• Use positive-weight count for HC1/classical df with zero-weight rows

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• Validate replicate scale/rscales, combined_weights contract, fix df metadata

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• Use pivoted QR for replicate df and NaN inference for rank<=1 designs

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• Use QR-rank with R-compatible tolerance for replicate df_survey

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• Implement R svrepdesign() scaling: multiplicative scale*rscales, BRR/Fay ignore

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• Fix replicate df_survey to use analysis weights and mse=False rscales centering

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• Rank-based replicate df, mse=False default, update docs

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Commits on Mar 27, 2026

• Validate combined-weight IF ratio, zero aweight scores for zero-weight obs

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• Fix IF replicate weight ratio: skip full-sample normalization for replicate designs

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• Use original R for replicate variance scaling, not n_valid

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• Propagate replicate design params through subpopulation, subset_to_units, CS collapse

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• Expand replicate weight API: combined_weights, scale, rscales, mse

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• Return n_valid from replicate variance functions, fix df properly

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• Fix replicate df: update n_replicates to valid count after drops

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• Address CI review round 2: reject non-binary masks, fix logit test, document df

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• Address CI review: fix logit coef expansion, reject string masks

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• Guard <2 valid replicates, drop logit columns, filter NaN cells

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• Fix subpopulation mask validation, EfficientDiD bootstrap guard, logit rank action

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• Reject replicate designs for SunAbraham, validate subpopulation masks

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• Fix solve_logit effective-sample validation, np.divide warning

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• Fix replicate IF variance contract, add zero-weight guards, numerical tests

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• Fix panel→unit replicate propagation, weight normalization, validation

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Commits on Mar 26, 2026

• Address AI review P1/P2 findings for replicate weights

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• Add survey Phase 6: replicate weights, DEFF diagnostics, subpopulation analysis

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Commits on Mar 24, 2026

• Add survey-aware bootstrap for all estimators (Phase 6)

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• Address remaining P2/P3 review findings

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