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2013 | 2(40) | 115-125

Article title

Graniczne dystrybuanty wartości ekstremalnych dla zależnych ciągów zmiennych losowych

Content

Title variants

EN
Limiting distribution function of extreme values for the dependent sequences random variables

Languages of publication

PL

Abstracts

EN
In the article the outline of asymptotic theory of extreme values has been intro-duced for the application to finance, hydrology and insurance. The study includes the theo-rems and the definitions which give the possibility to appoint the limiting distribution func-tion for the distributions of maximum in three cases. The first case concerns the sequence independent random variables. The second case concerns the stationary processes of random variables for which the conditions D(un) and D’(un) are satisfied (i.e. “the extinguishing de-pendence”). The last case concerns the stationary processes for which the conditions D(un) and D’(un) are not satisfied.

Contributors

  • Uniwersytet Ekonomiczny we Wrocławiu

References

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  • Bradley R.C., Bryc W., Multilinear forms of measures of dependence between random variables, “Journal of Multivariate Analysis” 1985, no. 16.
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  • David H.A., Nagaraja H.N., Order Statistics, A John Wiley & Sons, Inc., 2003.
  • Galambos J., The Asymptotic Theory of Extreme Order Statistics, Wiley, New York 1978.
  • Haan L. de, Sample extremes: an elementary introduction, Statist. Neerlandica 1976, no. 30, s. 161-172.
  • Hellwig Z., Elementy rachunku prawdopodobieństwa i statystyki matematycznej, PWN, Warszawa 1975.
  • Hellwig Z., On the measurement od stochastical dependence, “Zastosowania Matematyki”, 1969.
  • Kuźmiński Ł., Statystyki pozycyjne w prognozach ostrzegawczych, [w:] Zastosowanie metod ilościo-wych w ekonomii i zarządzaniu, red. S. Forlicz, CeDeWu, Warszawa 2012.
  • Magiera R., Modele i metody statystyki matematycznej, Oficyna Wydawnicza GiS, Wrocław 2002.
  • Leadbetter R., Lindgren G., Rootzen H., Extremes and Related Properties of Random Sequences and Processes, New York: Springer – Verlag, New York Heidelberg 1983.
  • Loynes R.M., Extreme values in uniformly mixing stationary stochastic processes, “Ann. Math. Soc.” 1965, no. 18, 308-314.
  • Thomas M., Reiss R., Statistical Analysis of Extreme Value with Applications to Insurance, Finance, Hydrology and Other Fields, Birkhauser, Berlin 2007.
  • Watson G.S., Extreme values in Samales from m – dependent stationary stochastic processes, “Ann. Math. Statist” 1954, no. 25, s. 798-800.
  • Weron A., Weron R., Inżynieria finansowa, Wydawnictwo Naukowo-Techniczne, Warszawa 1998.

Document Type

Publication order reference

Identifiers

YADDA identifier

bwmeta1.element.desklight-509e99c2-9c08-455f-bbd1-575ffbd1602f
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