On uniqueness of two principal points for univariate location mixtures

Abstract

A sufficient condition of uniqueness of two principal points is given for univariate symmetric distributions, which are not necessarily unimodal. Especially a class of location mixtures including the normal ones is shown to have unique two principal points.Bimodal distribution k-means clustering Log-concavity Normal mixture