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.

מידע ביבליוגרפי
Main Authors: Evans, R, Richardson, T
פורמט: Journal article
שפה:English
יצא לאור: 2010