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Testing for Structural Change in the Presence of Auxiliary Models

Listed author(s):
  • Eric Ghysels
  • Alain Guay

Several estimation procedures such as the Efficient Method of Moments (EMM) of Gallant and Tauchen (1996) and Indirect Inference procedure of Gouriéroux, Monfort and Renault (1993) involve two models, an auxiliary one and a model of interest. The role played by both models poses challenges and provides new opportunities for hypothesis testing beyond the usual Wald, LM and LR-type tests. In this paper we present the asymptotic distribution theory for various classes of tests for structural change. Some procedures are extensions of standard tests while others are specific to the dual model setup and exploit its unique features. Plusieurs méthodes d'estimation nécessitent un modèle instrumental et un modèle d'intérêt. On retrouve parmi ces méthodes la méthode des moments efficace de Gallant et Tauchen (1996) et l'Inférence Indirecte proposée par Gouriéroux, Monfort et Renault (1993). La présence de ces deux modèles procure de nouvelles occasions d'inférence. Dans cet article, on présente et dérive la loi asymptotique de différents tests de changement structurel. Certaines procédures sont des extensions de tests standards tandis que d'autres sont spécifiquement adaptées à la présence des deux modèles.

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File URL: http://www.cirano.qc.ca/files/publications/2001s-54.pdf
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Paper provided by CIRANO in its series CIRANO Working Papers with number 2001s-54.

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Length: 41 pages
Date of creation: 01 Sep 2001
Handle: RePEc:cir:cirwor:2001s-54
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  3. de Jong, Robert M., 1996. "The Bierens test under data dependence," Journal of Econometrics, Elsevier, vol. 72(1-2), pages 1-32.
  4. Ghysels, Eric & Guay, Alain & Hall, Alastair, 1998. "Predictive tests for structural change with unknown breakpoint," Journal of Econometrics, Elsevier, vol. 82(2), pages 209-233, February.
  5. Duffie, Darrell & Singleton, Kenneth J, 1993. "Simulated Moments Estimation of Markov Models of Asset Prices," Econometrica, Econometric Society, vol. 61(4), pages 929-952, July.
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  17. repec:cup:etheor:v:12:y:1996:i:4:p:657-81 is not listed on IDEAS
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