Approximation by finite mixtures of continuous density functions that vanish at infinity

T Tin Nguyen, Hien D Nguyen, Faicel Chamroukhi +1

Given sufficiently many components, it is often cited that finite mixture models can approximate any other probability density function (pdf) to an arbitrary degree of accuracy. Un…