MathOverflow Asked by lrnv on January 9, 2021
Suppose that $X$ and $Y$ are both gamma distributed with shapes $a,b$ and unit scales / unit rates. To fix ideas, X has Laplace transform given by:
$$L_X(t) = mathbb{E}(e^{-tX}) = (1 + t)^{-a}$$
How can we compute the Laplace transform of the independent product $Z=XY$, that is the integral:
$$L_{XY}(t) = mathbb{E}(e^{-tXY}) = mathbb{E}(L_Y(tX)) = frac{1}{Gamma(a)}intlimits_{0}^{+infty} (1+tx)^{-b} x^{a-1} e^{-x} partial x text{ ?}$$
$$frac{1}{Gamma(a)}intlimits_{0}^{infty} (1+tx)^{-b} x^{a-1} e^{-x} ,dx=$$ $$qquad=t^{-a} , _1F_1left(a;a-b+1;frac{1}{t}right)frac{ Gamma (b-a)}{Gamma (b)}+t^{-b} , _1F_1left(b;b-a+1;frac{1}{t}right)frac{Gamma (a-b)}{Gamma (a)}.$$
Answered by Carlo Beenakker on January 9, 2021
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