Nested Covariance Determinants and Restricted Trek Separation in Gaussian Graphical Models

Mathias Drton, Elina Robeva, Luca Weihs

Directed graphical models specify noisy functional relationships among a collection of random variables. In the Gaussian case, each such model corresponds to a semi-algebraic set o…