Maximum entropy models for general lag patterns

Abstract

The maximum entropy problem for autocovariances given over a class of subsets of N is solved. A more general problem when prediction coefficients and prediction error variances are given instead of covariances is considered and solved, as well. Two notions about maximum entropy in time series context are introduced and some misconceptions in the literature are discussed.