Conditional Independence Estimates for the Generalized Nonparanormal

Ujas Shah, Manuel Lladser, Rebecca Morrison

For general non-Gaussian distributions, the covariance and precision matrices do not encode the independence structure of the variables, as they do for the multivariate Gaussian. T…