A Note on Covariance Function of a Regime Switching AR (1) Process

Reza Habibi

《Statistics Research Letters》 2卷1期 (2013/02) Pp. 26-29

並列摘要

This paper is concerned with the auto-covariance function (ACVF) of a regime switching AR (1) process. In this model, two independent Markov chains govern on auto-regressive coefficient and standard deviation of white noise process. Our approach to solve this problem is to obtain the ACVF of a AR(1) model with time varying parameters and then to extend this result to regime switching case. An application of our formulae in model selection is proposed. Finally, a conclusion section is also given.

並列關鍵字

Auto-covariance Function ； Auto-regressive Model ； Markov Chain ； Non-stationary Process ； Regime Switching