Shrinkage Regularization for (Non)Linear Serial Dependence Test

Francesco Giancaterini, Alain Hecq, Joann Jasiak +1

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…