A Structural Separation Between Chernoff and Convex-Order Optimality in Robust Testing

Gökhan Gül

In classical robust hypothesis testing, least favorable distributions often simultaneously maximize all Chernoff $u$-affinities and minimize all $f$-divergences. This paper identif…