Multidimensional two-component Gaussian mixtures detection

Béatrice Laurent, Clément Marteau, Cathy Maugis-Rabusseau

Let $(X\_1,\dots ,X\_n)$ be a $d$-dimensional i.i.d sample from a distribution with density $f$. The problem of detection of a two-component mixture is considered. Our aim is to de…