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.

Podrobná bibliografie
Hlavní autoři: Evans, R, Richardson, T
Médium: Journal article
Jazyk:English
Vydáno: 2010