3 papers
stat.AP2026
Quantifying sleep apnea heterogeneity using hierarchical Bayesian modeling
Glenn Palmer, Narat Srivali, David B. Dunson
Obstructive Sleep Apnea (OSA) is a breathing disorder during sleep that affects millions of people worldwide. The diagnosis of OSA often occurs through an overnight polysomnogram (…
stat.ME2025
Targeted empirical Bayes for more supervised joint factor analysis
Glenn Palmer, David B. Dunson
Joint Bayesian factor models are popular for characterizing relationships between multivariate correlated predictors and a response variable. Standard models assume that all variab…
stat.AP2024
Low-rank longitudinal factor regression with application to chemical mixtures
Glenn Palmer, Amy H. Herring, David B. Dunson
Developmental epidemiology commonly focuses on assessing the association between multiple early life exposures and childhood health. Statistical analyses of data from such studies…