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stat.ME2024★ 1 cited
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…
stat.ME2024
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…