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Timing structural change: a conditional probabilistic approach

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Author Info
David N. DeJong (Department of Economics, University of Pittsburgh, USA)
Roman Liesenfeld (Department of Economics, Universität Kiel, Germany)
Jean-Francois Richard (Department of Economics, University of Pittsburgh, USA)

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Abstract

We propose a strategy for assessing structural stability in time-series frameworks when potential change dates are unknown. Existing stability tests are effective in detecting structural change, but procedures for identifying timing are imprecise, especially in assessing the stability of variance parameters. We present a likelihood-based procedure for assigning conditional probabilities to the occurrence of structural breaks at alternative dates. The procedure is effective in improving the precision with which inferences regarding timing can be made. We illustrate parametric and non-parametric implementations of the procedure through Monte Carlo experiments, and an assessment of the volatility reduction in the growth rate of US GDP. Copyright © 2006 John Wiley & Sons, Ltd.

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File URL: http://hdl.handle.net/10.1002/jae.821
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Publisher Info
Article provided by John Wiley & Sons, Ltd. in its journal Journal of Applied Econometrics.

Volume (Year): 21 (2006)
Issue (Month): 2 ()
Pages: 175-190
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Handle: RePEc:jae:japmet:v:21:y:2006:i:2:p:175-190

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  1. Jushan Bai, 1997. "Estimation Of A Change Point In Multiple Regression Models," The Review of Economics and Statistics, MIT Press, vol. 79(4), pages 551-563, November. [Downloadable!] (restricted)
  2. James H. Stock & Mark W. Watson, 2002. "Has the Business Cycle Changed and Why?," NBER Working Papers 9127, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
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  3. Hendry, David F., 1984. "Monte carlo experimentation in econometrics," Handbook of Econometrics, in: Z. Griliches† & M. D. Intriligator (ed.), Handbook of Econometrics, edition 1, volume 2, chapter 16, pages 937-976 Elsevier. [Downloadable!] (restricted)
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Cited by:
(explanations, Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.)

  1. Dave, Chetan & Dressler, Scott, 2007. "Market structure and business cycles: Do nominal rigidities influence the importance of real shocks?," MPRA Paper 1794, University Library of Munich, Germany. [Downloadable!]
  2. Liesenfeld, Roman & Hogrefe, Jens & Aßmann, Christian, 2005. "The Decline in German Output Volatility: A Bayesian Analysis," Economics Working Papers 2006,02, Christian-Albrechts-University of Kiel, Department of Economics. [Downloadable!]
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