Upper and Lower Bounds in Exponential Tauberian Theorems
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| details: | Voss, Jochen: Upper and Lower Bounds in Exponential Tauberian Theorems. Tbilisi Mathematical Journal, vol. 2, pp. 41–50, 2009. |
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| preprint: | arXiv:0908.0642 , preprint:pdf , preprint:ps |
| link: | http://tcms.org.ge/Journals/TMJ/Volume2/Xpapers/tmj2_3.pdf |
| metadata: | BibTeX, MathSciNet, Google |
| keywords: | large deviations, exponential Tauberian theorems, Laplace transform |
| MSC2000: | 60F10 , 44A10 |
Abstract
In this text we study, for positive random variables, the relation between the behaviour of the Laplace transform near infinity and the distribution near zero. A result of de Bruijn shows that E(e-λX) ~exp(rλα) for λ→∞ and P(X≤ε) ~ exp(s/εβ) for ε↓0 are in some sense equivalent (for 1/α= 1/β+ 1) and gives a relation between the constants r and s. We illustrate how this result can be used to obtain simple large deviation results. For use in more complex situations we also give a generalisation of de Bruijn's result to the case when the upper and lower limits are different from each other.
Copyright © 2009 Jochen Voss. All content on this website (including text, pictures, and any other original works), unless otherwise noted, is licensed under the CC BY-SA 4.0 license.