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Commits on Apr 17, 2026

• Fix CI review R13: preserve NaN-SE contract on degenerate-cohort survey fits

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• Fix CI review R12: preserve full survey design under auto-inject

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• Fix CI review R11: auto-inject psu=group when survey_design.psu is None

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• Fix CI review R10: within-group-constant strata/PSU + sanitize SE helper

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• Update bundled LLM guides for dCDH survey + SDID jackknife

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• Fix CI review R9: align controls aggregation to effective sample

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• Fix CI review R8: extend zero-weight contract to all validators + survey branch tests

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• Fix CI review R7: update survey_metadata docstring

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• Fix CI review R6: P3 doc + replicate-weight parity polish

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• Fix CI review R5: survey TWFE math consistency + zero-weight row filter

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• Fix CI review R4: survey-aware heterogeneity + TWFE helper parity

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• Fix CI review R3: thread _df_survey to delta + HonestDiD surfaces

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• Fix CI review R2: zero-weight row drops, weighted covariates, df_survey propagation

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• Fix CI review R1: SE divisor scaling, zero-weight cells, dead helper

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• Fix AI review: remove over-restrictive group-constant validation, vectorize IF expansion

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• Add survey support (pweight + strata/PSU/FPC) to dCDH estimator

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• Correct get_loo_effects_df description in llms-full.txt

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• Document new SyntheticDiDResults validation diagnostics in bundled guides

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• Merge remote-tracking branch 'origin/main' into llm-guide-api

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Commits on Apr 16, 2026

• Move _fit_snapshot and _loo_* off dataclass fields

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• Inline deviation notes into bundled practitioner guide

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• Address review P2s: snippet guard, pickle snapshot drop

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• Note case-sensitivity of variant in get_llm_guide docstring

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• Bundle LLM guide files in wheel with get_llm_guide() accessor

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• Preserve documented schema on empty zeta grid

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• Address review: clarify zeta grid doc, freeze public arrays, add coverage

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• Address review: placebo empty-schema, top_k validation, snapshot read-only

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• Add SDID validation diagnostics on SyntheticDiDResults

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• Bump version to 3.1.1

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• Fix CI review: survey-weighted jackknife guards, benchmark timing, docstring

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• Add jackknife variance estimation to SyntheticDiD

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Commits on Apr 14, 2026

• Bump version to 3.1.0

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• Fix CI review R8 P0: propagate estimator alpha to HonestDiD

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• Fix CI review R6: surface target metadata in standalone HonestDiD summary/export

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• Fix CI review R5: persist pre/post_periods_used on HonestDiDResults

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