Hypothesis Testing For Densities and High-Dimensional Multinomials: Sharp Local Minimax Rates

Sivaraman Balakrishnan, Larry Wasserman

We consider the goodness-of-fit testing problem of distinguishing whether the data are drawn from a specified distribution, versus a composite alternative separated from the null i…