2 papers
stat.ME2025
Scalable Bayesian Semiparametric Additive Regression Models For Microbiome Studies
Tinghua Chen, Michelle Pistner Nixon, Justin D. Silverman
Statistical analysis of microbiome data is challenging. Bayesian multinomial logistic-normal (MLN) models have gained popularity due to their ability to account for the count compo…
stat.ME2024
Scale Reliant Inference
Michelle Pistner Nixon, Kyle C. McGovern, Jeffrey Letourneau +4
Many scientific fields, including human gut microbiome science, collect multivariate count data where the sum of the counts is unrelated to the scale of the underlying system being…