Multi-Block Sparse Functional Principal Components Analysis for Longitudinal Microbiome Multi-Omics Data

Lingjing Jiang, Chris Elrod, Jane J. Kim +3

Microbiome researchers often need to model the temporal dynamics of multiple complex, nonlinear outcome trajectories simultaneously. This motivates our development of multivariate…