Sparse Cholesky covariance parametrization for recovering latent structure in ordered data

Irene Córdoba, Concha Bielza, Pedro Larrañaga +1

The sparse Cholesky parametrization of the inverse covariance matrix can be interpreted as a Gaussian Bayesian network; however its counterpart, the covariance Cholesky factor, has…