• Media type: Report; E-Book
  • Title: Validating multiple structural change models : A case study
  • Contributor: Kleiber, Christian [Author]; Zeileis, Achim [Author]
  • Published: Dortmund: Universität Dortmund, Sonderforschungsbereich 475 - Komplexitätsreduktion in Multivariaten Datenstrukturen, 2004
  • Language: English
  • Keywords: C87 ; Strukturbruch ; reproducibility ; econometric software ; breakpoints ; PC-Software ; C22 ; Theorie ; numerical accuracy ; structural change ; Statistischer Test ; GAUSS
  • Origination:
  • Footnote: Diese Datenquelle enthält auch Bestandsnachweise, die nicht zu einem Volltext führen.
  • Description: In a recent article, Bai and Perron (2003, Journal of Applied Econometrics) present a comprehensive discussion of computational aspects of multiple structural change models along with several empirical examples. Here, we report on the results of a replication study using the R statistical software package. We are able to verify most of their findings; however, some confidence intervals associated with breakpoints cannot be reproduced. These confidence intervals require computation of the quantiles of a nonstandard distribution, the distribution of the argmax functional of a certain stochastic process. Interestingly, the difficulties appear to be due to numerical problems in GAUSS, the software package used by Bai and Perron.
  • Access State: Open Access