Invariance principles for linear processes with application to isotonic regression

Jérôme Dedecker, Florence Merlevède, Magda Peligrad

In this paper, we prove maximal inequalities and study the functional central limit theorem for the partial sums of linear processes generated by dependent innovations. Due to the…