2 papers
stat.ME2024
Machine Learning Assisted Adjustment Boosts Efficiency of Exact Inference in Randomized Controlled Trials
Han Yu, Alan D. Hutson, Xiaoyi Ma
In this work, we proposed a novel inferential procedure assisted by machine learning based adjustment for randomized control trials. The method was developed under the Rosenbaum's…
math.ST2023
A Characterization of Most(More) Powerful Test Statistics with Simple Nonparametric Applications
Albert Vexler, Alan D. Hutson
Data-driven most powerful tests are statistical hypothesis decision-making tools that deliver the greatest power against a fixed null hypothesis among all corresponding data-based…