Bahadur--Kiefer theory for sample quantiles of weakly dependent linear processes

Abstract

In this paper, we establish the Bahadur--Kiefer representation for sample quantiles for a class of weakly dependent linear processes. The rate of approximation is the same as for i.i.d. sequences and is thus optimal.

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