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Efficient Tests for General Persistent Time Variation in Regression Coefficients

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Author Info
GRAHAM ELLIOTT
ULRICH K. MÜLLER

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Abstract

There are a large number of tests for instability or breaks in coefficients in regression models designed for different possible departures from the stable model. We make two contributions to this literature. First, we consider a large class of persistent breaking processes that lead to asymptotically equivalent efficient tests. Our class allows for many or relatively few breaks, clustered breaks, regularly occurring breaks, or smooth transitions to changes in the regression coefficients. Thus, asymptotically nothing is gained by knowing the exact breaking process of the class. Second, we provide a test statistic that is simple to compute, avoids any need for searching over high dimensions when there are many breaks, is valid for a wide range of data-generating processes and has good power and size properties even in heteroscedastic models. Copyright 2006 The Review of Economic Studies Limited.

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File URL: http://www.blackwell-synergy.com/doi/abs/10.1111/j.1467-937X.2006.00402.x
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Publisher Info
Article provided by Blackwell Publishing in its journal Review of Economic Studies.

Volume (Year): 73 (2006)
Issue (Month): 4 (October)
Pages: 907-940
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Handle: RePEc:bla:restud:v:73:y:2006:i:4:p:907-940

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  1. Inoue, Atsushi & Rossi, Barbara, 2008. "Which Structural Parameters Are "Structural"? Identifying the Sources of Instabilities in Economic Models," Working Papers 08-02, Duke University, Department of Economics. [Downloadable!]
  2. Massimiliano De Santis, 2007. "Movements in the Equity Premium: Evidence from a Time-Varying VAR," Studies in Nonlinear Dynamics & Econometrics, Berkeley Electronic Press, vol. 11(4), pages 1523-1523. [Downloadable!] (restricted)
  3. Linda S. Goldberg & Michael W. Klein, 2007. "Establishing Credibility: Evolving Perceptions of the European Central Bank," The Institute for International Integration Studies Discussion Paper Series iiisdp194, IIIS. [Downloadable!]
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This page was last updated on 2008-9-29.


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