J. Japan Statist. Soc., Vol. 34 (No. 2), pp. 173-188, 2004
Sangyeol Lee, Yasuyoshi Tokutsu and Koichi Maekawa
Abstract. In this paper we consider the problem of testing for a parameter change in regression models with ARCH errors based on the residual cusum test. It is shown that the limiting distribution of the residual cusum test statistic is the sup of a Brownian bridge. Through a simulation study, it is demonstrated that the proposed test circumvents the drawbacks of Kim et al.'s (2000) cusum test. For illustration, we apply the residual cusum test to the return of yen/dollar exchange rate data.
Key words and phrases: Brownian bridge, regression models with ARCH errors, residual cusum test, test for parameter change, weak convergence.