Regularized estimation of linear functionals of precision matrices for high-dimensional time series

Xiaohui Chen, Mengyu Xu, Wei Biao Wu

This paper studies a Dantzig-selector type regularized estimator for linear functionals of high-dimensional linear processes. Explicit rates of convergence of the proposed estimato…