Global testing under sparse alternatives: ANOVA, multiple comparisons and the higher criticism

Ery Arias-Castro, Emmanuel J. Candès, Yaniv Plan

Testing for the significance of a subset of regression coefficients in a linear model, a staple of statistical analysis, goes back at least to the work of Fisher who introduced the…