Regularized rank-based estimation of high-dimensional nonparanormal graphical models

Lingzhou Xue, Hui Zou

A sparse precision matrix can be directly translated into a sparse Gaussian graphical model under the assumption that the data follow a joint normal distribution. This neat propert…