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Commits on Jul 1, 2026

• feat(efficient_did): survey-weighted Silverman bandwidth in conditional Omega* (#594)

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• Bump version to 3.6.1 (#593)

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• test(lpdid): R-parity validate complex-survey path vs survey::svyglm (Phase D2) (#591)

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Commits on Jun 30, 2026

• Add TROP non-absorbing (on/off) treatment support (opt-in, local method) (#592)

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• docs(survey): waive zero-weight-PSU SE-invariance item; lock Lumley full-design convention (#589)

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• Add LPDiD complex-survey-design support (Phase D1) (#590)

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• Add LPDiD non-absorbing R-parity (independent feols Eq.12/13), Phase C2 (#587)

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Commits on Jun 29, 2026

• feat(estimators): iterative alternating-projection demeaning for N-way absorbed FE (#586)

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• fix: surface BusinessReport appendix render failures (#574)

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• Add LPDiD non-absorbing treatment (entry-effect estimands), Phase C1 (#584)

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• feat(staggered): materialize non-estimable (g,t) cells as NaN in CallawaySantAnna (#582)

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• test(lpdid): add R-parity validation harness (Dube et al. 2025), Phase B2 (#583)

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• docs: align SciPy lower bound with package metadata (#572)

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• Bump version to 3.6.0 (#581)

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• fix(linalg): rank-guard structural (non-covariate) matrix inverses (#576)

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Commits on Jun 28, 2026

• Add LPDiD (Local Projections DiD) estimator (Dube et al. 2025) (#575)

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• Merge pull request #570 from igerber/fix/or-nuisance-scale-equilibration

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• fix(staggered): scale-equilibrate CS / StaggeredTripleDiff covariate OR fits

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• Merge pull request #569 from igerber/perf/memory-scaling-benchmark

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• bench(memory): durable peak-RSS benchmark + docs for the memory-scaling work

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• Merge pull request #568 from igerber/lpdid

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• docs(methodology): add LP-DiD (Dube et al. 2025) paper review and registry entry

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• Merge pull request #566 from igerber/perf/mpd-cluster-cr2-compute-once

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• Merge pull request #567 from igerber/perf/within-transform-copy-elision

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• perf(linalg,mpd): compute MPD cluster+hc2_bm CR2 precomputes once

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• perf(within-transform): drop the redundant full-frame copy in within_transform

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• Merge pull request #565 from igerber/perf/hc2bm-cr2-compute-once

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• Merge pull request #563 from igerber/perf/efficient-did-had-chunking

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• perf(linalg): compute hc2_bm CR2 sandwich once, not twice

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Commits on Jun 27, 2026

• Merge pull request #564 from igerber/docs/joss-paper-refresh

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• docs(paper): refresh JOSS paper for current library and submission requirements

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• perf(efficient-did, had): chunk multiplier-bootstrap weight generation to bound peak memory

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• Merge pull request #562 from igerber/perf/imputation-vproj-factorization-cache

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• Merge pull request #561 from igerber/perf/cs-bootstrap-chunking

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• Merge pull request #560 from igerber/roadmap-cleanup

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