한국데이터정보과학회:학술대회논문집
- 2005.10a
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- Pages.135-138
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- 2005
A PARAMETER CHANGE TEST IN RCA(1) MODEL
Abstract
In this paper, we consider the problem of testing for parameter change in time series models based on a cusum of squares. Although the test procedure is well-established for the mean and variance in time series models, a general parameter case was not discussed in literatures. Therefore, here we develop the cusum of squares type test for parameter change in a more general framework. As an example, we consider the change of the parameters in an RCA(1) model. Simulation results are reported for illustration.
Keywords
- Testing for parameter change;
- Cusum of squares test;
- RCA model;
- functional CLT;
- martingale difference