Hostname: page-component-586b7cd67f-2plfb Total loading time: 0 Render date: 2024-12-01T00:54:05.999Z Has data issue: false hasContentIssue false

Multivariate extremal processes generated by independent non-identically distributed random variables

Published online by Cambridge University Press:  14 July 2016

Ishay Weissman*
Affiliation:
Tel-Aviv University

Abstract

Let be the kth largest among Xn1, …, Xn[nt], where Xni = (Xi – an)/bn, {Xi} is a sequence of independent random variables and bn > 0 and an are norming constants. Suppose that for each converges in distribution. Then all the finite-dimensional laws of converge. The limiting process is represented in terms of a non-homogeneous two-dimensional Poisson process.

Type
Research Papers
Copyright
Copyright © Applied Probability Trust 1975 

Access options

Get access to the full version of this content by using one of the access options below. (Log in options will check for institutional or personal access. Content may require purchase if you do not have access.)

References

[1] Berman, S. M. (1962) Limiting distribution of the maximum term in sequences of dependent random variables. Ann. Math. Statist. 35, 894908.Google Scholar
[2] Dwass, M. (1964) Extremal processes. Ann. Math. Statist. 33, 17181725.CrossRefGoogle Scholar
[3] Dwass, M. (1966) Extremal processes II. Ill. J. Math. 10, 381391.Google Scholar
[4] Lamperti, J. (1964). On extreme order statistics. Ann. Math. Statist. 35, 17261737.CrossRefGoogle Scholar
[5] Loève, M. (1956) Ranking limit problem. Proc. Third Berkeley Symp. Math. Statist. Prob. 2, 177194.Google Scholar
[6] Pickands, J. III (1971) The two-dimensional Poisson process and extremal process. J. Appl. Prob. 8, 745756.CrossRefGoogle Scholar
[7] Resnick, S. I. and Rubinovitch, M. (1973) The structure of extremal processes. Adv. Appl. Prob. 5, 287307.CrossRefGoogle Scholar
[8] Smirnov, N. V. (1952) Limit distributions for the terms of a variational series. Amer. Math. Soc. Transl. 67, 167.Google Scholar
[9] Weissman, I. (1974) Extremal processes generated by independent nonidentically distributed random variables. Ann. Prob. 3, 172177.Google Scholar
[10] Weissman, I. (1974) On location and scale functions of a class of limiting processes with application to extreme value theory. Ann. Prob. 3, 178181.Google Scholar