Testing the exchange rate data for the parameter change based on ARMA-GARCH model

초록

In this paper, we analyze the Korean Won/Japanese 100 Yen exchange rate data based on the ARMA-GARCH model, and perform the test for detecting the param-eter changes. As a test statistics, we employ the cumulative sum (CUSUM) test for ARMA-GARCH model, which is introduced by Lee and Song (2008). Our empirical analysis indicates that the KRW/JPY exchange rate series experienced several parameter changes during the period from January 2000 to December 2012, which leads to a fitting of AR-IGARCH model to the whole series.

키워드

ARMA-GARCH model; CUSUM test; exchange rate data; IGARCH model; parameter change
제목
Testing the exchange rate data for the parameter change based on ARMA-GARCH model
저자
송준모; 고방원
DOI
10.7465/jkdi.2013.24.6.1551
발행일
2013-11
저널명
한국데이터정보과학회지
권
24
호
6
페이지
1551 ~ 1559