Selection Bias Correction and Effect Size Estimation under Dependence

Kean Ming Tan, Noah Simon, Daniela Witten

We consider large-scale studies in which it is of interest to test a very large number of hypotheses, and then to estimate the effect sizes corresponding to the rejected hypotheses…