3 papers
stat.ME2024
A unified Bayesian framework for interval hypothesis testing in clinical trials
Abhisek Chakraborty, Megan H. Murray, Ilya Lipkovich +1
The American Statistical Association (ASA) statement on statistical significance and P-values \cite{wasserstein2016asa} cautioned statisticians against making scientific decisions…
stat.ME2023
Modern approaches for evaluating treatment effect heterogeneity from clinical trials and observational data
Ilya Lipkovich, David Svensson, Bohdana Ratitch +1
In this paper we review recent advances in statistical methods for the evaluation of the heterogeneity of treatment effects (HTE), including subgroup identification and estimation…
stat.ME2023
Improving randomized controlled trial analysis via data-adaptive borrowing
Chenyin Gao, Shu Yang, Mingyang Shan +3
In recent years, real-world external controls have grown in popularity as a tool to empower randomized placebo-controlled trials, particularly in rare diseases or cases where balan…