Journal
JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS
Volume 404, Issue -, Pages -Publisher
ELSEVIER
DOI: 10.1016/j.cam.2021.113904
Keywords
Lognormal distribution; Laplace transform; Characteristic function; Analytic continuation; Mellin transform; Series approximation
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This study explores the analytical properties of the Laplace transform of the lognormal distribution, providing two integral expressions and two approximations. The results are then discussed in terms of computing the density of a sum of independent lognormal random variables.
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.
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