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A transformation for normal extremes

Published online by Cambridge University Press:  14 July 2016

Abstract

A transformation is introduced to stabilize the variance of the largest value in a sample from a normal distribution. The transformed distribution is found to approximate closely to the limiting Gumbel form for all sample sizes. The practical implications of the result are discussed.

Type
Part 5 — Statistical Theory
Copyright
Copyright © 1982 Applied Probability Trust 

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References

[1] Daniels, H. E. (1941) A property of the distribution of extremes. Biometrika 32, 194195.Google Scholar
[2] Fisher, R. A. and Tippett, L. H. C. (1928) Limiting forms of the frequency distribution of the largest or smallest member of a sample. Proc. Camb. Phil. Soc. 24, 180190.CrossRefGoogle Scholar
[3] Gumbel, E. J. (1958) Statistics of Extremes. Columbia University Press, New York.Google Scholar