1 citations · 1 across the 2 of their papers we have counts for
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Semiparametric quantile functional regression analysis of adolescent physical activity distributions in the presence of missing data
Benny Ren, Ian Barnett, Haochang Shou +8
In the age of digital healthcare, passively collected physical activity profiles from wearable sensors are a preeminent tool for evaluating health outcomes. In order to fully lever…
The Cox-Polya-Gamma Algorithm for Flexible Bayesian Inference of Multilevel Survival Models
Benny Ren, Jeffrey Morris, Ian Barnett
Bayesian Cox semiparametric regression is an important problem in many clinical settings. Bayesian procedures provide finite-sample inference and naturally incorporate prior inform…
Bayesian Semiparametric Functional Mixed Models for Serially Correlated Functional Data, with Application to Glaucoma Data
Wonyul Lee, Michelle F. Miranda, Phlip Rausch +4
Glaucoma, a leading cause of blindness, is characterized by optic nerve damage related to intraocular pressure (IOP), but its full etiology is unknown. Researchers at UAB have devi…