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Dynamic Econometric Models

Markov Switching Models with Application to Contagion Effect Analysis in the Capital Markets
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Markov Switching Models with Application to Contagion Effect Analysis in the Capital Markets

Authors

  • Monika Kośko The University of Computer Science and Economics in Olsztyn

DOI:

https://doi.org/10.12775/DEM.2009.007

Keywords

Markov switching model, contagion effect

Abstract

This article presents the analysis of the contagion effect in the capital markets on the basis of the Markov switching models MS. The research is based on the return of the indexes. There is a distinction of two regimes with different volatility levels, the calm period and the crisis period. Then the analysis of the period’s occurrence was conducted, in reference to global financial crisis. Periods with a similar level of volatility occurrence in the same time. This analysis evidences the shocks transmission between financial markets, what confirms an occurrence of the contagion effect.

References

Dempster, A. P., Laird, N. M., Rubin, D. B. (1977), Maximum Likelihood from Incomplete Data via the EM Algorithm, Journal of the Royal Statistical Society, 39, 1–38.

Doman, M., Doman, R. (2004), Ekonometryczne modelowanie dynamiki polskiego rynku finansowego (An Econometric Modeling of Polish Financial Market Dynamic), Wydawnictwo Akademii Ekonomicznej, Poznań.

Hamilton, J. D. (1989), A New Approach to the Economic Analysis of Nonstationary Time Series and the Business Cycle, Econometrics , 57, 357–384.

Edwards, S., Susmel R. (2001), Volatility Dependence and Contagion in Emerging Equity Markets, Journal of Development Economics, 66, 505–532.

Krolzig, H.-M. (1997), Markov-Switching Vector Autoregression. Modeling Statistical Inference and Application to Business Cycle Analysis, Springer Verlag Edition.

Stawicki, J. (2004), Wykorzystanie łańcuchów Markowa w analizie rynków kapitałowych (The Markov Chains in Capital Markets Analysis), Wydawnictwo UMK, Toruń.

Fiszeder, P. (2009), Modele klasy GARCH w empirycznych badaniach finansowych (The GARCH Models in the Empirical Financial Research), Wydawnictwo Naukowe UMK, Toruń.

Moore, T., Wang, P. (2007), Volatility in Stock Returns for New EU Member States: Markov Regime Switching Model, International Review of Financial Analysis, 1, 282–292.

Dynamic Econometric Models

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Published

2009-07-18

How to Cite

1.
KOŚKO, Monika. Markov Switching Models with Application to Contagion Effect Analysis in the Capital Markets. Dynamic Econometric Models. Online. 18 July 2009. Vol. 9, pp. 73-80. [Accessed 18 May 2025]. DOI 10.12775/DEM.2009.007.
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Issue

Vol. 9 (2009)

Section

Articles

License

The journal provides an Open Access to its content based on the non-exclusive licence Creative Commons (CC BY-ND 4.0).

To enable the publisher to disseminate the author's work to the fullest extent, the author must agrees to the terms and conditions of the License Agreement with Nicolaus Copernicus University.

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