A comprehensive error rate for multiple testing
Statistics Theory
2016-02-24 v5 Statistics Theory
Abstract
The higher criticism of a family of tests starts with the individual uncorrected p-values of each test. It then requires a procedure for deciding whether the collection of p-values indicates the presence of a real effect and if possible selects the ones that deserve closer scrutiny. This paper investigates procedures in which the ordered p-values are compared to an arbitrary positive and non-decreasing threshold sequence.
Cite
@article{arxiv.1112.4519,
title = {A comprehensive error rate for multiple testing},
author = {Djalel Eddine Meskaldji and Dimitri Van De Ville and Jean-Philippe Thiran and Stephan Morgenthaler},
journal= {arXiv preprint arXiv:1112.4519},
year = {2016}
}