Distributional stability of sparse inverse covariance matrix estimators

Renjie Chen, Huifu Xu, Henryk Zähle

Finding an approximation of the inverse of the covariance matrix, also known as precision matrix, of a random vector with empirical data is widely discussed in finance and engineer…