Non-negativity and zero isolation for generalized mixtures of densities

Stefano Bonaccorsi, Bernard Hanzon, Giulia Lombardi

In the literature, finite mixture models are described as linear combinations of probability distribution functions having the form $f(x)=\Lambda \sum _{i=1}^n{w}_i{f}_i(x)$,…