On Variable Ordination of Modified Cholesky Decomposition for Sparse Covariance Matrix Estimation

Xiaoning Kang, Xinwei Deng

Estimation of large sparse covariance matrices is of great importance for statistical analysis, especially in the high-dimensional settings. The traditional approach such as the sa…