A tensor decomposition model for longitudinal microbiome studies

S Ma, H Li - The Annals of Applied Statistics, 2023 - projecteuclid.org
A tensor decomposition model for longitudinal microbiome studies Page 1 The Annals of
Applied Statistics 2023, Vol. 17, No. 2, 1105–1126 https://doi.org/10.1214/22-AOAS1661 © …
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[PDF][PDF] A TENSOR DECOMPOSITION MODEL FOR LONGITUDINAL MICROBIOME STUDIES

S MA, H LI - THE ANNALS, 2023 - imstat.org
HOLMES, I., HARRIS, K. and QUINCE, C.(2012). Dirichlet multinomial mixtures: Generative
models for microbial metagenomics. PLoS ONE 7 e30126. https://doi. org/10.1371/journal …

A TENSOR DECOMPOSITION MODEL FOR LONGITUDINAL MICROBIOME STUDIES

S MA, H LI - 2023 - projecteuclid.org
3. Methods. 3.1. The mean structure decomposition model. We adapt the canonical polyadic
decomposition (Hitchcock (1927)) for dimension reduction on microbiome longitudinal …