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Journal of Mathematical Analysis and Applications
Article . 2024 . Peer-reviewed
License: CC BY
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zbMATH Open
Article . 2024
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https://dx.doi.org/10.48550/ar...
Article . 2024
License: arXiv Non-Exclusive Distribution
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The distribution of the product of independent variance-gamma random variables

Authors: Robert E. Gaunt; Siqi Li;

The distribution of the product of independent variance-gamma random variables

Abstract

Let $X$ and $Y$ be independent variance-gamma random variables with zero location parameter; then the exact probability density function of the product $XY$ is derived. Some basic distributional properties are also derived, including formulas for the cumulative distribution function and the characteristic function, as well as asymptotic approximations for the density, tail probabilities and the quantile function. As special cases, we deduce some key distributional properties for the product of two independent asymmetric Laplace random variables as well as the product of four jointly correlated zero mean normal random variables with a particular block diagonal covariance matrix. As a by-product of our analysis, we deduce some new reduction formulas for the Meijer $G$-function.

24 pages, 2 figures

Country
United Kingdom
Related Organizations
Keywords

Meijer \(G\)-function, Probability (math.PR), Variance-gamma distribution, Product distribution, variance-gamma distribution, Primary 60E05, 62E15, Secondary 41A60, product distribution, Distribution theory, asymmetric Laplace distribution, Meijer G-function, Limit theorems in probability theory, product of correlated normal random variables, Asymmetric Laplace distribution, FOS: Mathematics, Statistical distribution theory, Product of correlated normal random variables, Mathematics - Probability

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
3
Top 10%
Average
Average
Green
hybrid