Statistical Analysis of Discrete Time Series Based on the MC(s; r)–Model

A new model for discrete-valued time series is proposed: Markov chain of the order s with r partial connections MC(s; r). Statistical estimators for the parameters of the MC(s; r)-model are constructed. The asymptotic properties of these estimators are proved. Statistical tests on the parameters of...

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Bibliographic Details
Main Authors: Yuriy Kharin, Andrei Piatlitski
Format: Article
Language:English
Published: Austrian Statistical Society 2016-02-01
Series:Austrian Journal of Statistics
Online Access:http://www.ajs.or.at/index.php/ajs/article/view/199