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The variance-gamma product distribution

Probability 2025-08-05 v3

Abstract

We derive the exact probability density function of the product of NN independent variance-gamma random variables with zero location parameter. We then apply this formula to derive formulas for the cumulative distribution function and characteristic function, as well as asymptotic approximations for the density, tail probabilities and quantile function. From our general results, we deduce closed-form formulas for the density, cumulative distribution function and characteristic function of the product of NN independent asymmetric Laplace random variables and mixed products of independent Laplace and centred normal random variables.

Keywords

Cite

@article{arxiv.2501.08753,
  title  = {The variance-gamma product distribution},
  author = {Robert E. Gaunt and Siqi Li and Heather Sutcliffe},
  journal= {arXiv preprint arXiv:2501.08753},
  year   = {2025}
}

Comments

17 pages

R2 v1 2026-06-28T21:07:05.663Z