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feat(analysis): Advanced compositional methods — ANCOM-BC, ALDEx2, Songbird #5

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feat(analysis): Advanced compositional methods — ANCOM-BC, ALDEx2, Songbird#5
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deferredenhancementNew feature or request

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@hyperpolymath
hyperpolymath
opened on Sep 18, 2026

Scientific Value

CLR/ILR basic. ANCOM-BC bias correction, ALDEx2 Bayesian Dirichlet-multinomial, Songbird multinomial regression.

Difficulty Hard

Risks dependency hell, performance hours, scientific controversy, reproducibility seed

See docs/milestones/02-deferred-issues.md

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