Elías Vera-Sigüenza

Finite Sample Bounds for Composite Hypothesis Testing

We investigate composite binary hypothesis testing in the finite sample regime under asymmetric error constraints. Using R\'enyi divergences, we derive explicit achievability and converse bounds for the optimal Type II error. When the Type I error is constrained to decay exponentially with sample size, the bounds ident...