Robust differential abundance test in compositional data
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- Ruoqi Yu & Paul R. Rosenbaum, 2019. "Directional penalties for optimal matching in observational studies," Biometrics, The International Biometric Society, vol. 75(4), pages 1380-1390, December.
- Yuanpei Cao & Anru Zhang & Hongzhe Li, 2020. "Multisample estimation of bacterial composition matrices in metagenomics data," Biometrika, Biometrika Trust, vol. 107(1), pages 75-92.
- Huang Lin & Shyamal Das Peddada, 2020. "Analysis of compositions of microbiomes with bias correction," Nature Communications, Nature, vol. 11(1), pages 1-11, December.
- Kosuke Imai & Marc Ratkovic, 2014. "Covariate balancing propensity score," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 76(1), pages 243-263, January.
- Kim-Anh Lê Cao & Mary-Ellen Costello & Vanessa Anne Lakis & François Bartolo & Xin-Yi Chua & Rémi Brazeilles & Pascale Rondeau, 2016. "MixMC: A Multivariate Statistical Framework to Gain Insight into Microbial Communities," PLOS ONE, Public Library of Science, vol. 11(8), pages 1-21, August.
- Efron, Bradley, 2004. "Large-Scale Simultaneous Hypothesis Testing: The Choice of a Null Hypothesis," Journal of the American Statistical Association, American Statistical Association, vol. 99, pages 96-104, January.
- James T. Morton & Clarisse Marotz & Alex Washburne & Justin Silverman & Livia S. Zaramela & Anna Edlund & Karsten Zengler & Rob Knight, 2019. "Establishing microbial composition measurement standards with reference frames," Nature Communications, Nature, vol. 10(1), pages 1-11, December.
- Imbens,Guido W. & Rubin,Donald B., 2015. "Causal Inference for Statistics, Social, and Biomedical Sciences," Cambridge Books, Cambridge University Press, number 9780521885881, October.
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Keywords
Compositional data; Covariate balancing; Differential abundance test; Multiple testing;All these keywords.
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