3 papers
stat.ME2026
Multiple Hypothesis Testing To Estimate The Number Of Communities in Stochastic Block Models
Chetkar Jha, Mingyao Li, Ian Barnett
Clustering of single-cell RNA sequencing (scRNA-seq) datasets can give key insights into the biological functions of cells. Therefore, it is not surprising that network-based commu…
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…
stat.ME2024
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…