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feat(survival): add competing-risks methods#15

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brycewang-stanford:mainfrom
qijiang3:qijiang/competing-risks
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feat(survival): add competing-risks methods#15
qijiang3 wants to merge 1 commit into
brycewang-stanford:mainfrom
qijiang3:qijiang/competing-risks

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@qijiang3
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@qijiang3 qijiang3 commented Jun 2, 2026

Summary

  • add Aalen-Johansen cumulative incidence estimation
  • add Fine-Gray subdistribution hazards regression and Gray's test
  • add exports, schemas, docs, citations, and focused tests

Tests

  • python scripts/dump_schemas.py --check
  • python scripts/registry_stats.py --check
  • pytest tests/test_competing_risks.py

Add Aalen-Johansen cumulative incidence estimation, Fine-Gray proportional subdistribution hazards regression, and Gray's K-sample test for competing-risks workflows.

Includes top-level exports, typing stubs, refreshed schemas, documentation, citations, and tests for CIF consistency, bootstrap SE agreement, Fine-Gray recovery, and Gray's test behavior.
@brycewang-stanford
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Same note as in #15: holding this open until the JOSS review (#10604) wraps;
details and the post-acceptance checklist are over there. Thanks again, @qijiang3!

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