The Law of Iterated Logarithm for Autoregressive Processes

This paper mainly discusses some dynamics asymptotic properties of autoregressive processes. By using the m-dependence of random variables, we prove the least squares (LS) estimator of the unknown parameters satisfies the law of iterated logarithm.

Bibliographic Details
Main Authors: Yan Wang, Mingzhi Mao, Xiaohua Hu, Tingting He
Format: Article
Language:English
Published: Hindawi Limited 2014-01-01
Series:Mathematical Problems in Engineering
Online Access:http://dx.doi.org/10.1155/2014/972712