Distributed inference for heterogeneous mixture models using multi-site data

Xiaokang Liu, Rui Duan, Raymond J. Carroll +2

Mixture models postulate the overall population as a mixture of finite subpopulations with unobserved membership. Fitting mixture models usually requires large sample sizes and com…