Simultaneous Inference for Covariance and Precision Matrices of Long-Range Dependent Time Series

Percy S. Zhai, Mladen Kolar, Wei Biao Wu

For time series with long-range temporal dependence, inference for covariance and precision matrices is non-trivial. We propose a Berry-Esseen type Gaussian approximation result th…