3 papers
stat.ME2025
Bayesian Variable Selection on Small Sample Trial Data via Adaptive Posterior-Informed Shrinkage Prior
Lingxuan Kong, Yumin Zhang, Chenkun Wang +1
Identifying variables associated with clinical endpoints is of much interest in clinical trials. With the rapid growth of cell and gene therapy (CGT) and therapeutics for ultra-rar…
stat.ME2025
Global p-Values in Multi-Design Studies
Guillaume Coqueret, Yuming Zhang, Christophe Pérignon +2
Replicability issues -- referring to the difficulty or failure of independent researchers to corroborate the results of published studies -- have hindered the meaningful progressio…
stat.ME2024
Accurate Inference for Penalized Logistic Regression
Yuming Zhang, Stéphane Guerrier, Runze Li
Inference for high-dimensional logistic regression models using penalized methods has been a challenging research problem. As an illustration, a major difficulty is the significant…