Reverse chaos may not be a curse - examples of stationary reverse chaotic sequences whose density can be estimated with optimal i.i.d. rate

摘要

This article introduces a class of reverse chaotic stochastic processes for which non-parametric estimation of the invariant density can be done with optimal i.i.d. rate. This class includes standard examples of non-mixing linear and non-linear autoregressive stochastic processes.