Identifiability of multivariate logistic mixture models
Probability
2014-07-02 v2 Information Theory
math.IT
Abstract
Mixture models have been widely used in modeling of continuous observations. For the possibility to estimate the parameters of a mixture model consistently on the basis of observations from the mixture, identifiability is a necessary condition. In this study, we give some results on the identifiability of multivariate logistic mixture models.
Cite
@article{arxiv.1208.3546,
title = {Identifiability of multivariate logistic mixture models},
author = {ZiQiang Shi and TieRan Zheng and JiQing Han},
journal= {arXiv preprint arXiv:1208.3546},
year = {2014}
}