Concentration inequalities for high-dimensional linear processes with dependent innovations

Eduardo Fonseca Mendes, Fellipe Lopes

We develop concentration inequalities for the $l_{\infty }$ norm of vector linear processes with sub-Weibull, mixingale innovations. This inequality is used to obtain a concentration…