The geometry of hypothesis testing over convex cones: Generalized likelihood tests and minimax radii

Yuting Wei, Martin J. Wainwright, Adityanand Guntuboyina

We consider a compound testing problem within the Gaussian sequence model in which the null and alternative are specified by a pair of closed, convex cones. Such cone testing probl…