The FDA has released draft guidance on how sponsors can use Bayesian models for clinical trials.

We review Bayesian and Bayesian decision theoretic approaches to subgroup analysis and applications to subgroup-based adaptive clinical trial designs. Subgroup analysis refers to inference about ...

Suppose 𝓕 is a class of bounded or unbounded functions. We construct a Bayesian bootstrapped U-process over 𝓕 and study the limiting behavior of the process. We obtain conditional central limit ...

In the ever-evolving toolkit of statistical analysis techniques, Bayesian statistics has emerged as a popular and powerful methodology for making decisions from data in the applied sciences. Bayesian ...