On statistical analysis of Markov chains with conditional memory depth

Abstract

A new mathematical model of the s-order Markov chain with conditional memory depth is proposed. Maximum likelihood estimators of parameters are constnicted and their properties are analyzed. A statistical test on parameter values is constructed. Numerical results are presented