Add SyntheticDiD variance_method='bootstrap_refit' and coverage MC study#351

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igerber merged 19 commits intomainfrom

sdid-bootstrap-refit

Apr 23, 2026

Commits on Apr 22, 2026

Add SyntheticDiD variance_method='bootstrap_refit' and coverage MC study

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Validate variance_method and n_bootstrap in SyntheticDiD.set_params

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Make SyntheticDiD.set_params rollback on validation failure

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Address PR #351 CI review: FW warning per-draw, docstrings, scale regression

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Address PR #351 CI review R2 P1: document fixed-weight bootstrap as R deviation

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Replace SDID fixed-weight bootstrap with paper-faithful refit

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Refresh SDID docs & tutorials for single-bootstrap surface

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Regenerate SDID coverage MC artifact for 3-method surface

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Warm-start Frank-Wolfe to match R's vcov shape; pin artifact cadence

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Propagate SDID refit-only bootstrap to survey tests and cross-ref docs

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Resolve PR #351 R4 P3 cleanup

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Address PR #351 R5 P3: test silent-column-pickup contract

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Fix silent Rust FW non-convergence in SDID bootstrap aggregate warning

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Address R7 P2 + P3: rewrite null-calibration test; refresh REGISTRY FW note

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Address PR #351 R8 P3 cleanup

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Address PR #351 R9 P3: unify SDID bootstrap slowdown wording

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Commits on Apr 23, 2026