Theoretical Grounding for Estimation in Conditional Independence Multivariate Finite Mixture Models

Xiaotian Zhu, David R. Hunter

For the nonparametric estimation of multivariate finite mixture models with the conditional independence assumption, we propose a new formulation of the objective function in terms…