Combining p-values via averaging

This note discusses the problem of multiple testing of a single hypothesis, with a standard goal of combining a number of p-values without making any assumptions about their dependence structure. An old result by Rueschendorf shows that the p-values can be combined by scaling up their average by a factor of 2 (but no smaller factor is sufficient in general).