Fitting directed acyclic graphs with latent nodes as finite mixtures models, with application to education transmission

Antonio Forcina, Salvatore Modica

This paper describes an efficient EM algorithm for maximum likelihood estimation of a system of nonlinear structural equations corresponding to a directed acyclic graph model that…