The Impossibility Region for Detecting Sparse Mixtures using the Higher Criticism

David L. Donoho, Alon Kipnis

Consider a multiple hypothesis testing setting involving rare/weak effects: relatively few tests, out of possibly many, deviate from their null hypothesis behavior. Summarizing the…