| details: | Jochen Voss: Upper and Lower Bounds in Exponential Tauberian Theorems. Tbilisi Mathematical Journal, vol. 2, pp. 41–50, 2009. |
|---|---|
| online: | link, journal |
| preprint: | arXiv:0908.0642, preprint:pdf, preprint:ps |
| metadata: | BibTeX, MathSciNet, Google |
| keywords: | large deviations, exponential Tauberian theorems, Laplace transform |
| MSC2000: | 60F10, 44A10 |
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.