Elina Robeva

Nested covariance determinants and restricted trek separation in Gaussian graphical models

2020 · Bernoulli

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 of positive definite covariance matrices. The set is given via …