The Cusum of Squares Test for Scale Changes in Infinite Order Moving Average Processes

Sangyeol Lee and Siyun Park

Scandinavian Journal of Statistics, 2001, vol. 28, issue 4, 625-644

Abstract: In this paper we consider the problem of testing for a scale change in the infinite order moving average process Xj=Σ∞i=0aiεj−i, where εj are i.i.d. r.v.s with Eε1α 0. In performing the test, a cusum of squares test statistic analogous to Inclan & Tiao’s (1994) statistic is considered. It is well‐known from the literature that outliers affect test procedures leading to false conclusions. In order to remedy this, a cusum of squares test based on trimmed observations is considered. It is demonstrated that this test is robust against outliers, is valid for infinite variance processes as well. Simulation results are given for illustration.

Date: 2001
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