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On the limit distribution of lower extreme generalized order statistics
Faculty
Science
Year:
2012
Type of Publication:
Article
Pages:
297-311
Authors:
Barakat, H. M, El-Adll, Magdy E
DOI:
10.1007/s12044-012-0064-9
Journal:
PROCEEDINGS OF THE INDIAN ACADEMY OF SCIENCES-MATHEMATICAL SCIENCES INDIAN ACAD SCIENCES
Volume:
122
Research Area:
Mathematics
ISSN
ISI:000305468400011
Keywords :
Weak convergence, generalized order statistics, extreme value theory, order statistics, progressive Type II censored order statistics
Abstract:
In a wide subclass of generalized order statistics (gOs), which contains most of the known and important models of ordered random variables, weak convergence of lower extremes are developed. A recent result of extreme value theory of m -gOs (as well as the classical extreme value theory of ordinary order statistics) yields three types of limit distributions that are possible in case of linear normalization. In this paper a similar classification of limit distributions holds for extreme gOs, where the parameters gamma (j) ,j = 1, . . . , n, are assumed to be pairwise different. Two illustrative examples are given to demonstrate the practical importance for some of the obtained results.
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