High-dimensional Gaussian Graphical Model Testing for Long-Memory Time Series

Percy S. Zhai, Ping-Shou Zhong, Wei Biao Wu

Many real-world high-dimensional time series exhibit long-memory, but Gaussian graphical model testing in this regime remains understudied. We develop a direct, data-adaptive test…