Journal of Computational and Applied Mathematics2022,Vol.40411.DOI:10.1016/j.cam.2021.113904

On the Laplace transform of the lognormal distribution: Analytic continuation and series approximations

Miles, Justin
Journal of Computational and Applied Mathematics2022,Vol.40411.DOI:10.1016/j.cam.2021.113904

On the Laplace transform of the lognormal distribution: Analytic continuation and series approximations

Miles, Justin1
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作者信息

  • 1. York Univ
  • 折叠

Abstract

We study the analytical properties of the Laplace transform of the lognormal distribution. Two integral expressions for the analytic continuation of the Laplace transform of the lognormal distribution are provided, one of which takes the form of a Mellin-Barnes integral. As a corollary, we obtain an integral expression for the characteristic function. We present two approximations for the Laplace transform of the lognormal distribution, both valid in C \ (-infinity, 0]. In the last section, we discuss how one may use our results to compute the density of a sum of independent lognormal random variables. (C) 2021 Elsevier B.V. All rights reserved.

Key words

Lognormal distribution/Laplace transform/Characteristic function/Analytic continuation/Mellin transform/Series approximation/SUM

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出版年

2022
Journal of Computational and Applied Mathematics

Journal of Computational and Applied Mathematics

EISCI
ISSN:0377-0427
被引量3
参考文献量15
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