Maximum likelihood fitting of acyclic directed mixed graphs to binary data

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.

Manylion Llyfryddiaeth
Prif Awduron: Evans, R, Richardson, T
Fformat: Journal article
Iaith:English
Cyhoeddwyd: 2010