%0 Journal Article
%T Maximum likelihood fitting of acyclic directed mixed graphs to binary data
%A Robin J. Evans
%A Thomas S. Richardson
%J Computer Science
%D 2012
%I arXiv
%X Acyclic directed mixed graphs, also known as semi-Markov models represent the conditional independence structure induced on an observed margin by a DAG model with latent variables. In this paper we present the first method for fitting these models to binary data using maximum likelihood estimation.
%U http://arxiv.org/abs/1203.3479v1