On Robust Hypothesis Testing with respect to the Hellinger Distance

Eeshan Modak, Sivaraman Balakrishnan, Ananda Theertha Suresh

We study a variant of the simple hypothesis testing problem where observed samples do not necessarily come from either of the specified distributions, but rather from a close varia…