Strong and weak approximations of k-spacings processes |
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Authors: | Emad -Eldin A A Aly Jan Beirlant Lajos Horváth |
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Institution: | (1) Department of Statistics, College of Science, King Saud University, P.O. Box 2455, Riyadh, Saudi Arabia;(2) Department Wiskunde, Catholic University Leuven, Celestijnenlaan 200B, B-3030 Leuven, Belgium;(3) Bolyai Institute, Szeged University, Aradi vértanúk tere 1, H-6720 Szeged, Hungary |
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Abstract: | Summary We obtain strong approximation results for the empirical process and the quantile process based on non-overlapping k-spacings using a characterization of uniform spacings in terms of independent exponential random variables. Moreover the weak convergence of these processes in /q-metrics is discussed. Applications to spacing statistics are included.Part of this research was done while the author was a visiting scientist at the Department of Mathematics and Statistics, Carleton University, supported by Canadian NSERC operating grant of M. Csörg. This research was also supported by a research grant of the Research Center of the College of Science, King Saud University |
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