New directions in business cycle research and financial analysis
AbstractThis paper serves as a partial introduction to and survey of the literature on Markov-switching models. We review the history of this class of models, describe their mathematical structure, and exposit the basic ideas behind estimation and inference. The paper also describes how the approach can be extended in a variety of directions, such as non-Gaussian distributions, time-varying transition probabilities, vector processes, state-space and GARCH models, and surveys recent methodological advances. The contributions of the other papers in this volume are reviewed. A final section offers conclusions and implications for policy.
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Bibliographic InfoArticle provided by Springer in its journal Empirical Economics.
Volume (Year): 27 (2002)
Issue (Month): 2 ()
Note: Received: August 2001/Final Version Received: October 2001
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- Ihle, Rico & von Cramon-Taubadel, Stephan, 2008. "Nonlinear Vector Error Correction Models in Price Transmission Analysis: Threshold Models vs. Markov-Switching Models," 2008 International Congress, August 26-29, 2008, Ghent, Belgium 44198, European Association of Agricultural Economists.
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- Hyginus Leon & Serineh Najarian, 2005. "Asymmetric adjustment and nonlinear dynamics in real exchange rates," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 10(1), pages 15-39.
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- Robinson Kruse & Michael Frömmel & Lukas Menkhoff & Philipp Sibbertsen, 2012.
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- Robinson Kruse & Michael Frömmel & Lukas Menkhoff & Philipp Sibbertsen, 2009. "What do we know about real exchange rate non-linearities?," CREATES Research Papers 2009-50, School of Economics and Management, University of Aarhus.
- R. Kruse & M. Frömmel & L. Menkhoff & P. Sibbertsen, 2010. "What do we know about real exchange rate nonlinearities?," Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium 10/667, Ghent University, Faculty of Economics and Business Administration.
- Bradley, Michael D. & Jansen, Dennis W., 2004. "Forecasting with a nonlinear dynamic model of stock returns and industrial production," International Journal of Forecasting, Elsevier, vol. 20(2), pages 321-342.
- Torsten Schmidt & Torge Middendorf, 2004. "Characterizing Movements of the U.S. Current Account Deficit," RWI Discussion Papers 0024, Rheinisch-Westfälisches Institut für Wirtschaftsforschung.
- Chen, Chao-Chun & Tsay, Wen-Jen, 2006. "The Beveridge-Nelson decomposition of Markov-switching processes," Economics Letters, Elsevier, vol. 91(1), pages 83-89, April.
- Laurent Calvet & Adlai Fisher, 2003.
"Regime-Switching and the Estimation of Multifractal Processes,"
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- Laurent Calvet & Adlai Fisher, 2003. "Regime-Switching and the Estimation of Multifractal Processes," NBER Working Papers 9839, National Bureau of Economic Research, Inc.
- Yukalov, V.I. & Sornette, D. & Yukalova, E.P., 2009. "Nonlinear dynamical model of regime switching between conventions and business cycles," Journal of Economic Behavior & Organization, Elsevier, vol. 70(1-2), pages 206-230, May.
- Beate Schirwitz, 2009. "A comprehensive German business cycle chronology," Empirical Economics, Springer, vol. 37(2), pages 287-301, October.
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