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Test for Parameter Change in Linear Processes Based on Whittle's Estimator.

Authors :
Lee, Taewook
Lee, Sangyeol
Source :
Communications in Statistics: Theory & Methods. Aug2007, Vol. 36 Issue 11, p2129-2141. 13p. 4 Charts.
Publication Year :
2007

Abstract

In this article, we develop a cusum test for testing for parameter changes in linear processes based on Whittle's estimator. It is shown that under regularity conditions, the test statistic converges to the sup of a Brownian bridge. The result is particularly useful in handling the change point test in stationary ARMA processes. A simulation result is provided for illustration. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
03610926
Volume :
36
Issue :
11
Database :
Academic Search Index
Journal :
Communications in Statistics: Theory & Methods
Publication Type :
Academic Journal
Accession number :
25970342
Full Text :
https://doi.org/10.1080/03610920601143881