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Commits on Mar 24, 2026

• Address remaining P2/P3 review findings

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• Address AI review P1/P2 findings for survey Phase 5

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• Add survey data support for SyntheticDiD and TROP (Phase 5)

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Commits on Mar 23, 2026

• Bump version to 2.7.5

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• Use fixed cohort-level survey weight sums for CS aggregation

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• Guard ImputationDiD pretrend_test() for survey fits

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• Fix DDD survey TSL: only de-weight IF for IPW/DR, not reg

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• Fix CS survey reg+cov NaN from rank-deficient coefficients

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• Fix CS survey df_survey to use unit-level (n_units-1), not panel-level

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• Remove CS cluster-as-PSU injection, add CS aggregate survey tests

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• Add solve_logit weight validation, update docstrings, add negative tests

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• Reject FPC for ImputationDiD/TwoStageDiD, document strata/PSU survey contract

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• Reject strata/PSU/FPC for CallawaySantAnna, accept weights-only survey

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• Use survey PSU as effective cluster for ImputationDiD/TwoStageDiD variance

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• Guard non-pweight survey designs, fix treatment_effects weights under survey

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• Fix CS reg+cov control IF normalization, fix DDD DR OLS XpX scaling

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• Simplify CS reg+covariates survey IF to mirror unweighted structure

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• Gate all CallawaySantAnna covariates+survey combinations

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• Fix TripleDiff TSL double-weighting, rewrite CS reg covariate survey IF

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• Fix ImputationDiD WLS v_it projection, add survey_design to convenience wrappers

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• Fix CS reg nuisance IF scaling, add SE scale-invariance test

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• Fix round-5 review: CS WIF matches R did::wif(), gate IPW/DR+covariates+survey

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• Fix round-4 review P1s: CS WIF normalization, IPW nuisance IF, TwoStage n_psu

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• Fix round-3 review P1s: DDD double-weighting, CS WIF scaling, CS covariate nuisance IF

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• Fix round-2 review P1s: weighted v_it denominators, DDD covariate IF, always-treated survey

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• Fix P0/P1 findings from AI review: TripleDiff IPW/DR survey threading, CS SE formula

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• Address AI review findings: document CS per-cell SE deviation, log pre-existing Hausman bug, add inference tests

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• Add survey support for Phase 4 estimators (ImputationDiD, TwoStageDiD, CallawaySantAnna)

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Commits on Mar 22, 2026

• Merge pull request #230 from igerber/edid-roadmap

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• Add WIF correction to Hausman ES(e) EIF, fix doc inconsistencies

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• Rewrite Hausman pretest to ES(e) per Theorem A.1, guard cluster+survey

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• Filter NaN effects in Hausman pretest, add clustered aggregation tests

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• Add empty-treatment guard, last_cohort aggregate/bootstrap tests, fix n_obs

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• Fix clustered SE formula, last_cohort semantics, Hausman n_units, add cluster validation

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• Address P2 review findings: remove mutable state, deduplicate cluster covariance, update docstrings

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