Graphical methods for efficient likelihood inference in Gaussian covariance models

Mathias Drton, Thomas S. Richardson

In graphical modelling, a bi-directed graph encodes marginal independences among random variables that are identified with the vertices of the graph. We show how to transform a bi-…