Estimating the Number and Effect Sizes of Non-null Hypotheses

Jennifer Brennan, Ramya Korlakai Vinayak, Kevin Jamieson

Abstract: We study the problem of estimating the distribution of effect sizes (the mean of the test statistic under the alternate hypothesis) in a multiple testing setting. Knowing this distribution allows u...