Testing Microbiome Community Differences in High Dimensions: A Bootstrap Approach for Compositional Data
Understanding differences in microbial community structure is critical for uncovering risk factors and mechanisms underlying diseases such as colorectal cancer and preterm birth. Microbiome data present unique statistical challenges because they are compositional in nature, violating assumptions of many classical infer...