Some Cautionary Results Concerning Markov-Switching Models with Time-Varying Transition Probabilities
This paper investigates some finite-sample issues that arise in the analysis of Markovswitching autoregressive models with time-varying probabilities. An extensive simulation study is undertaken to examine the small-sample properties of the maximum likelihood estimator and related statistics, and to investigate the implications of misspecification due to changes in the parameters of the transition mechanism.
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- Huntley Schaller & Simon Van Norden, 1997.
"Regime switching in stock market returns,"
Applied Financial Economics,
Taylor & Francis Journals, vol. 7(2), pages 177-191.
- Andrew Ang & Geert Bekaert, 2002. "International Asset Allocation With Regime Shifts," Review of Financial Studies, Society for Financial Studies, vol. 15(4), pages 1137-1187.
- Bekaert, Geert & Harvey, Campbell R, 1995.
" Time-Varying World Market Integration,"
Journal of Finance,
American Finance Association, vol. 50(2), pages 403-44, June.
- Celso Brunetti & Roberto S. Mariano & Chiara Scotti & Augustine H.H. Tan, 2007.
"Markov switching GARCH models of currency turmoil in southeast Asia,"
International Finance Discussion Papers
889, Board of Governors of the Federal Reserve System (U.S.).
- Brunetti, Celso & Scotti, Chiara & Mariano, Roberto S. & Tan, Augustine H.H., 2008. "Markov switching GARCH models of currency turmoil in Southeast Asia," Emerging Markets Review, Elsevier, vol. 9(2), pages 104-128, June.
- Charles Engel & Craig S. Hakkio, 1994.
"The distribution of exchange rates in the EMS,"
Research Working Paper
94-03, Federal Reserve Bank of Kansas City.
- Hall, Stephen & Psaradakis, Zacharias & Sola, Martin, 1997. "Switching error-correction models of house prices in the United Kingdom," Economic Modelling, Elsevier, vol. 14(4), pages 517-527, October.
- Psaradakis, Zacharias & Sola, Martin, 1998. "Finite-sample properties of the maximum likelihood estimator in autoregressive models with Markov switching," Journal of Econometrics, Elsevier, vol. 86(2), pages 369-386, June.
- Filardo, Andrew J, 1994.
"Business-Cycle Phases and Their Transitional Dynamics,"
Journal of Business & Economic Statistics,
American Statistical Association, vol. 12(3), pages 299-308, July.
- Tom Doan, . "RATS programs to replicate Filardo JBES 1994 paper with time-varying Markov switching," Statistical Software Components RTZ00059, Boston College Department of Economics.
- Andrew J. Filardo, 1993. "Business cycle phases and their transitional dynamics," Research Working Paper 93-14, Federal Reserve Bank of Kansas City.
- Patricia Alvarez-Plata & Mechthild Schrooten, 2006.
"The Argentinean Currency Crisis: A Markov-Switching Model Estimation,"
The Developing Economies,
Institute of Developing Economies, vol. 44(1), pages 79-91.
- Patricia Alvarez-Plata & Mechthild Schrooten, 2003. "The Argentinean Currency Crisis: A Markov-Switching Model Estimation," Discussion Papers of DIW Berlin 348, DIW Berlin, German Institute for Economic Research.
- Massimo Guidolin & Allan Timmerman, 2005.
"An econometric model of nonlinear dynamics in the joint distribution of stock and bond returns,"
2005-003, Federal Reserve Bank of St. Louis.
- Allan Timmermann & Massimo Guidolin, 2006. "An econometric model of nonlinear dynamics in the joint distribution of stock and bond returns," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 21(1), pages 1-22.
- Massimo Guidolin & Allan Timmermann, 2008.
"International asset allocation under regime switching, skew, and kurtosis preferences,"
Review of Financial Studies,
Society for Financial Studies, vol. 21(2), pages 889-935, April.
- Massimo Guidolin & Allan Timmerman, 2006. "International asset allocation under regime switching, skew and kurtosis preferences," Working Papers 2005-034, Federal Reserve Bank of St. Louis.
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