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FEAT: Implement Likelihood-Ratio test #177

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FEAT: Implement Likelihood-Ratio test #177

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PABannier
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This PR implements the Likelihood-Ratio test to assess the statistical significance of log fold changes.

It proceeds as follows:

  • Add the LRT logic comparing a full and reduced model where the reduced model removes a single LFC term (df = 1)
  • LRT supporting custom formulas as in the original DeSeq2 implementation.

Closes #176

@PABannier PABannier requested a review from a user October 17, 2023 09:46
@PABannier PABannier closed this Oct 17, 2023
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@BorisMuzellec BorisMuzellec Awaiting requested review from BorisMuzellec BorisMuzellec is a code owner

@maikia maikia Awaiting requested review from maikia maikia is a code owner

@arthurPignetOwkin arthurPignetOwkin Awaiting requested review from arthurPignetOwkin

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Adding LRT test
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@PABannier