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Commits on Jul 12, 2026

• chore: pin lint tooling + normalize source and hand-fixed test files (1/2) (#677)

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Commits on Apr 24, 2026

• Address PR #359 CI review round 6 (2 P1)

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• Address PR #359 CI review round 2 (1 P1 + 1 P2 + 1 P3)

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• Phase 4.5 (part 3): SurveyDesign composition via Binder TSL

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• Phase 4.5 (part 1): thread weights through lprobust + bias_corrected_local_linear

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Commits on Apr 20, 2026

• Sync `bias_corrected_local_linear` docstring with vce='nn'-only surface

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• Restrict Phase 1c wrapper vce to 'nn'; align tolerance docs

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• Align Phase 1c parity-contract narrative across wrapper, JSON, tests

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• Clarify z-critical-value doc claims (audit export, not direct consumption)

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• Clarify auto-bandwidth docstring: direct selector + rho=1

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Commits on Apr 19, 2026

• Reject object-dtype missing cluster IDs across all three surfaces

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• Address CI review P0 + P1 on Phase 1c

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• Phase 1c: Bias-corrected local-linear CI (CCT 2014)

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• Address CI AI review round 6: Design 1' support check + empty guard

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• Reject negative-dose samples in mse_optimal_bandwidth (P1)

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• Clarify boundary= contract in mse_optimal_bandwidth docstring (P3)

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• Extend mse_optimal_bandwidth Raises docstring (P3)

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• Address CI AI review round 4: narrow Phase 1b guards, strict boundary

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• Address CI AI review round 3: default boundary=0 classification, rank test

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• Address CI AI review round 2: mass-point guard, rank check, R parity

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• Address CI AI review: boundary check, stage guards, docstring refresh

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• Document public API scope restriction for mse_optimal_bandwidth

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• Phase 1b: MSE-optimal bandwidth selector (CCF 2018 DPI)

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• Address local review: docs, set_params consistency, NaN validation

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• Add kernel infrastructure and HC2+Bell-McCaffrey variance (Phase 1a)

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