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feat(inference): add summary-data meta-analysis#17

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brycewang-stanford:mainfrom
qijiang3:qijiang/meta-analysis
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feat(inference): add summary-data meta-analysis#17
qijiang3 wants to merge 1 commit into
brycewang-stanford:mainfrom
qijiang3:qijiang/meta-analysis

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@qijiang3
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@qijiang3 qijiang3 commented Jun 2, 2026

Summary

  • add fixed-effect and DerSimonian-Laird random-effects meta-analysis
  • add heterogeneity metrics, prediction intervals, Egger's test, and plot helpers
  • add exports, schemas, docs, citations, and focused tests

Tests

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

Add fixed-effect and DerSimonian-Laird random-effects meta-analysis with heterogeneity metrics, prediction intervals, Egger's test, and forest/funnel plotting helpers.

Includes top-level exports, typing stubs, refreshed schemas, documentation, citations, and focused tests for closed-form pooling, heterogeneity behavior, and Egger's test.
@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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