Probability and moment inequalities under dependence

Abstract

We establish Nagaev and Rosenthal-type inequalities for dependent ran- dom variables. The imposed dependence conditions, which are expressed in terms of functional dependence measures, are directly related to the physical mechanisms of the underlying processes and are easy to work with. Our results are applied to nonlinear time series and kernel density estimates of linear processes.