Power of masking methods for adaptive testing in a multivariate normal means problem

Abhinav Chakraborty, Junu Lee, Eugene Katsevich

Many large-scale testing procedures learn signal structure from the data to boost power. Direct data reuse can inflate Type-I error ("double dipping"), so a common remedy is maskin…