On Finite Gaussian Mixtures: Finiteness of the Number of Modes and an Application to NPMLE

Haiyang Wang

We prove that every isotropic Gaussian mixture with finitely many components has finitely many modes. In one dimension, classical theory of Chebyshev systems gives the sharp bound…