Analysis of error control in large scale two-stage multiple hypothesis testing

Wenge Guo, Joseph P. Romano

When dealing with the problem of simultaneously testing a large number of null hypotheses, a natural testing strategy is to first reduce the number of tested hypotheses by some sel…