parafac4microbiome: exploratory analysis of longitudinal microbiome data using parallel factor analysis

ABSTRACT Studies investigating microbial temporal dynamics are increasingly common, leveraging longitudinal designs that collect microbial abundance data across multiple time points from the same subjects. Traditional exploratory approaches like principal component analysis fail to fully utilize thi...

Cijeli opis

Bibliografski detalji

Glavni autori:	G. R. van der Ploeg, J. A. Westerhuis, A. Heintz-Buschart, A. K. Smilde
Format:	Artigo
Jezik:	Inglês
Izdano:	American Society for Microbiology 2025-06-01
Serija:	mSystems
Teme:	multi-way PARAFAC tensor factorization decomposition dynamics
Online pristup:	https://journals.asm.org/doi/10.1128/msystems.00472-25
Oznake:	Dodaj oznaku Bez oznaka, Budi prvi tko označuje ovaj zapis!