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stat.ME2026
B-MASTER: Scalable Bayesian Multivariate Regression for Master Predictor Discovery in Colorectal Cancer Microbiome-Metabolite Profiles
Priyam Das, Tanujit Dey, Christine Peterson +1
Motivation: The gut microbiome shapes cancer therapy response through its influence on host metabolism. While prior studies examine pairwise associations between individual genera…
stat.ME2025
pared: Model selection using multi-objective optimization
Priyam Das, Sarah Robinson, Christine B. Peterson
Motivation: Model selection is a ubiquitous challenge in statistics. For penalized models, model selection typically entails tuning hyperparameters to maximize a measure of fit or…