Understanding When Poisson Log-Normal Models Outperform Penalized Poisson Regression for Microbiome Count Data

Daniel Agyapong, Julien Chiquet, Jane Marks +1

Multivariate count models are often justified by their ability to capture latent dependence, but researchers receive little guidance on when this added structure improves on simple…