Monitoring structural change in dynamic econometric models

✍ Scribed by Achim Zeileis; Friedrich Leisch; Christian Kleiber; Kurt Hornik

• Publisher: John Wiley and Sons
• Year: 2005
• Tongue: English
• Weight: 232 KB
• Volume: 20
• Category: Article
• ISSN: 0883-7252
• DOI: 10.1002/jae.776

✦ Synopsis

Abstract

The classical approach to testing for structural change employs retrospective tests using a historical data set of a given length. Here we consider a wide array of fluctuation‐type tests in a monitoring situation—given a history period for which a regression relationship is known to be stable, we test whether incoming data are consistent with the previously established relationship. Procedures based on estimates of the regression coefficients are extended in three directions: we introduce (a) procedures based on OLS residuals, (b) rescaled statistics and (c) alternative asymptotic boundaries. Compared to the existing tests our extensions offer ease of computation, improved size in finite samples for dynamic models and better power against certain alternatives, respectively. We apply our methods to three data sets, German M1 money demand, US labour productivity and S&P 500 stock returns. Copyright © 2005 John Wiley & Sons, Ltd.