Open Access
August 2014 On asymptotic constants in the theory of extremes for Gaussian processes
A.B. Dieker, B. Yakir
Bernoulli 20(3): 1600-1619 (August 2014). DOI: 10.3150/13-BEJ534

Abstract

This paper gives a new representation of Pickands’ constants, which arise in the study of extremes for a variety of Gaussian processes. Using this representation, we resolve the long-standing problem of devising a reliable algorithm for estimating these constants. A detailed error analysis illustrates the strength of our approach.

Citation

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A.B. Dieker. B. Yakir. "On asymptotic constants in the theory of extremes for Gaussian processes." Bernoulli 20 (3) 1600 - 1619, August 2014. https://doi.org/10.3150/13-BEJ534

Information

Published: August 2014
First available in Project Euclid: 11 June 2014

zbMATH: 1298.60043
MathSciNet: MR3217455
Digital Object Identifier: 10.3150/13-BEJ534

Keywords: Extremes , Gaussian processes , Monte Carlo simulation , Pickands’ constants

Rights: Copyright © 2014 Bernoulli Society for Mathematical Statistics and Probability

Vol.20 • No. 3 • August 2014
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