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2014 | 13 | 2 | 37-48

Article title

Application of Generalized Student’s T-Distribution In Modeling The Distribution of Empirical Return Rates on Selected Stock Exchange Indexes

Title variants

Languages of publication

EN

Abstracts

EN
This paper examines the application of the so called generalized Student’s t-distribution in modeling the distribution of empirical return rates on selected Warsaw stock exchange indexes. It deals with distribution parameters by means of the method of logarithmic moments, the maximum likelihood method and the method of moments. Generalized Student’s t-distribution ensures better fitting to empirical data than the classical Student’s t-distribution.

Publisher

Year

Volume

13

Issue

2

Pages

37-48

Physical description

Dates

received
2013-10-16
accepted
2014-01-17
online
2014-07-08

Contributors

  • Szczecin University Faculty of Management and Economics of Services Department of Quantitative Methods Cukrowa 8, 71-004 Szczecin, Poland
  • Szczecin University Faculty of Management and Economics of Services Department of Quantitative Methods Cukrowa 8, 71-004 Szczecin, Poland

References

  • Jackman, S. (2009). Bayesian analysis for the social sciences. New York: Wiley.
  • Jajuga, K. (2000). Econometric and statistical methods in the capital market analysis. Wrocław: Wydawnictwo Akademii Ekonomicznej.
  • Krzyśko, M. (1997). Mathematical statistics. Cz. II, Poznań: UAM.
  • Mantegna, R.N. & Stanley, H.E. (2001). Econophysics. Warszawa: Wydawnictwo Naukowe PWN.
  • Purczyński, J. & Guzowska, M. (2002): Application of α-stabilized and GED Distributions in Modeling the Distribution of Return Rates on S&P500 Index, conference materials, Capital Market – Effective Investing” Vol. 1. Szczecin: Wydawnctwo Naukowe Uniwersytetu Szczecińskiego.
  • Purczyński, J. (2003). Application of computer simulations to estimation of selected econometric and statistical models. Uniwersytet Szczeciński, Rozprawy i Studia T. (DXXV), 451, Szczecin: Wydawnctwo Naukowe Uniwersytetu Szczecińskiego.
  • Shaw, W.T. (2006), Sampling Student`s T distribution – use of the inverse cumulative distribution function, Journal of Computational Finance, Vol. 9, No. 4.
  • Sutradhar, B.C. (1986). On the characteristic function of multivariate Student t-distribution. Canadian Journal of Statistics 14.
  • Tarczyński, W. & Mojsiewicz, M. (2001). Risk management. Warszawa: PWE.
  • Tomasik, E. (2011). Analysis of rates of return distributions of financial instruments on Polish capital market. Doctoral dissertation, Uniwersytet Ekonomiczny w Poznaniu, Poznań.
  • Weron, A. & Weron, R. (1998). Financial engineering. Warszawa: WNT.

Document Type

Publication order reference

Identifiers

YADDA identifier

bwmeta1.element.doi-10_2478_foli-2013-0022
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