Regime-Specific Predictability in Predictive Regressions
Abstract
Predictive regressions are linear specifications linking a noisy variable such as stock returns to past values of a very persistent regressor with the aim of assessing the presence of predictability. Key complications that arise are the potential presence of endogeneity and the poor adequacy of asymptotic approximations. In this article, we develop tests for uncovering the presence of predictability in such models when the strength or direction of predictability may alternate across different economically meaningful episodes. An empirical application reconsiders the dividend yield-based return predictability and documents a strong predictability that is countercyclical, occurring solely during bad economic times. This article has online supplementary materials.Download Info
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Bibliographic Info
Article provided by American Statistical Association in its journal Journal of Business & Economic Statistics.
Volume (Year): 30 (2012)
Issue (Month): 2 (April)
Pages: 229-241
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Related research
Keywords:Other versions of this item:
- Gonzalo, Jesús & Pitarakis, Jean-Yves, 2012. "Regime-specific predictability in predictive regressions," Open Access publications from Universidad Carlos III de Madrid info:hdl:10016/15931, Universidad Carlos III de Madrid.
- Gonzalo, Jesús & Pitarakis, Jean-Yves, . "Regime specific predictability in predictive regressions," Open Access publications from Universidad Carlos III de Madrid info:hdl:10016/5961, Universidad Carlos III de Madrid.
- Gonzalo, Jesus & Pitarakis, Jean-Yves, 2010. "Regime Specific Predictability in Predictive Regressions," MPRA Paper 29190, University Library of Munich, Germany.
- Jesús Gonzalo & Jean-Ives Pitarakis, 2010. "Regime specific predictability in predictive regressions," Economics Working Papers we097844, Universidad Carlos III, Departamento de Economía.
- Gonzalo, Jesus & Pitarakis, Jean-Yves, 2010. "Regime specific predictability in predictive regressions," Discussion Paper Series In Economics And Econometrics 0916, Economics Division, School of Social Sciences, University of Southampton.
- C50 - Mathematical and Quantitative Methods - - Econometric Modeling - - - General
- C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models
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- Barbara Rossi, 2011. "Advances in Forecasting Under Instability," Working Papers 11-20, Duke University, Department of Economics.
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