Article ID Journal Published Year Pages File Type
1154678 Statistics & Probability Letters 2006 12 Pages PDF
Abstract

In this paper we propose and study nonparametric tests for the validity of higher order time-series models. These are based on properly defined residual cusums. In a simulation study it is shown that these tests outperform others when the time series has a dimension reducing character and the dimension becomes large.

Keywords
Related Topics
Physical Sciences and Engineering Mathematics Statistics and Probability
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