Some probability inequalities for ordered MTP2 random variables: A proof of the Simes conjecture

Abstract

Some new probability inequalities involving the ordered components of an MTP2 random vector are derived, which provide an analytical proof of an important conjecture in the field of multiple hypothesis testing. This conjecture has been mostly validated so far using simulation.