Regression models for compositional data: General log-contrast formulations, proximal optimization, and microbiome data applications

Patrick L. Combettes, Christian L. Müller

Compositional data sets are ubiquitous in science, including geology, ecology, and microbiology. In microbiome research, compositional data primarily arise from high-throughput seq…