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Multivariate Identities, Permutation and Bonferroni Upper Bounds

Published online by Cambridge University Press:  12 September 2008

Tuhao Chen
Affiliation:
School of Mathematics and Statistics, F07, University of Sydney, NSW 2006, Australia
E. Seneta
Affiliation:
School of Mathematics and Statistics, F07, University of Sydney, NSW 2006, Australia

Abstract

We derive identities for the probability that at least a1 and at least a2, and for the probability that exactly a1 and exactly a2, out of n and N events occur (1 ≤ a1n, 1 ≤ a2N). From this, we produce multivariate permutation hybrid upper bounds, and a multivariate Bonferroni-type upper bound which includes Galambos and Xu's [2] optimal result. The methodology generalizes that of Hoppe and Seneta [3, §5]. A numerical example is given.

Type
Research Article
Copyright
Copyright © Cambridge University Press 1995

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References

[1]Galambos, J. and Lee, M.-Y. (1992) Extensions of some univariate Bonferroni-type inequalities to multivariate setting. In Probability Theory and Applications, Galambos, J. and Katai, I., eds., Kluwer, Dordrecht, 143154.CrossRefGoogle Scholar
[2]Galambos, J. and Xu, Y. (1993) Some optimal bivariate Bonferroni-type bounds. Proc. Amer. Math. Soc. 117 523528.CrossRefGoogle Scholar
[3]Hoppe, F. M. and Seneta, E. (1990). A Bonferroni-type identity and permutation bounds. Int. Statistical Rev. 58 253261.CrossRefGoogle Scholar
[4]Hoppe, F. M.(1993) Beyond inclusion-and exclusion: Natural identities for P[exactly t events] and P[at least t events] and resulting inequalities. Int. Statistical Rev. 61 435446.CrossRefGoogle Scholar
[5]Hunter, D. (1976) An upper bound for the probability of a union. J. Appl. Prob. 13 597603.CrossRefGoogle Scholar
[6]Lee, M.-Y. (1992) Bivariate Bonferroni inequalities. Aequationes Math. 44 220225.CrossRefGoogle Scholar
[7]Margaritescu, E.(1986) A note on Bonferroni's inequalities. Biometrical J. 28 937943.CrossRefGoogle Scholar
[8]Margaritescu, E.(1988) Improved Bonferroni inequalities. Rev. Roum. Math. Pures Appl. 33 509515.Google Scholar
[9]Meyer, R. M. (1969) Note on a ‘multivariate’ form of Bonferroni's inequalities. Ann. Math. Statist. 40 692693.CrossRefGoogle Scholar
[10]Seneta, E. (1988) Degree, iteration and permutation in improving Bonferroni-type bounds. Australian J. Stat. 30A 2738.CrossRefGoogle Scholar