• Media type: E-Book
  • Title: Testing and dating of structural changes in practice
  • Contributor: Zeileis, Achim [Other]; Kleiber, Christian [Other]; Krämer, Walter [Other]; Hornik, Kurt [Other]
  • Published: Dortmund: SFB 475, Universität Dortmund, 2002
  • Published in: Sonderforschungsbereich Komplexitätsreduktion in Multivariaten Datenstrukturen: Technical report ; 2002039
  • Extent: Online-Ressource (18 S.); graph. Darst
  • Language: English
  • Identifier:
  • Keywords: Zeitreihenanalyse ; Strukturbruch ; Statistischer Test ; Theorie ; Graue Literatur
  • Origination:
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  • Description: The paper presents an approach to the analysis of data that contains (multiple) structural changes in a linear regression setup. We implement various strategies which have been suggested in the literature for testing against structural changes as well as a dynamic programming algorithm for the dating of the breakpoints in the R statistical software package. Using historical data on Nile river discharges, road casualties in Great Britain and oil prices in Germany it is shown that changes in the mean of a time series as well as in the coefficients of a linear regression are easily matched with identifiable historical, political or economic events.
  • Access State: Open Access