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stat.AP2021
A Hierarchical Spike-and-Slab Model for Pan-Cancer Survival Using Pan-Omic Data
Sarah Samorodnitsky, Katherine A. Hoadley, Eric F. Lock
Pan-omics, pan-cancer analysis has advanced our understanding of the molecular heterogeneity of cancer, expanding what was known from single-cancer or single-omics studies. However…
stat.AP2019
Bayesian nonparametric multiway regression for clustered binomial data
Eric F. Lock, Dipankar Bandyopadhyay
We introduce a Bayesian nonparametric regression model for data with multiway (tensor) structure, motivated by an application to periodontal disease (PD) data. Our outcome is the n…