Shrinkage Regularization for (Non)Linear Serial Dependence Test
arXiv:2603.10152
Abstract
This paper introduces a regularized test of the null hypothesis of the absence of linear and nonlinear serial dependence for high-dimensional non-Gaussian time series. Our approach extends the portmanteau test introduced in Jasiak and Neyazi (2023) to the high-dimensional setting.
10 pages