Testing for Serial Independence via Auto Hilbert-Schmidt Independence Criterion

Muyi Li, Yuqing Xu, Zhou Zhou

We develop a Hilbert--Schmidt independence criterion (HSIC)-based framework for testing serial independence in strictly stationary time series. The proposed auto Hilbert--Schmidt i…