Deviation inequalities for sums of weakly dependent time series

Abstract

In this paper we extend the classical Bernstein inequality for partial sums from the independent case to two cases of weakly dependent time series. The losses compared with the independent case are studied carefully. We give several examples that satisfy our deviation inequalities. The proofs are based on the blocks technique and two different coupling arguments. © 2010 Applied Probability Trust.