Maximum Likelihood Estimation in Gaussian Chain Graph Models under the Alternative Markov Property

Mathias Drton, Michael Eichler

The AMP Markov property is a recently proposed alternative Markov property for chain graphs. In the case of continuous variables with a joint multivariate Gaussian distribution, it…