Distributional properties of exponential functionals of Levy processes

TL;DR

This paper investigates the distributional properties of exponential functionals of independent Levy processes, deriving integral and functional equations, and analyzing their densities and asymptotics under various conditions.

Contribution

It generalizes existing results by establishing integral equations for the distribution of exponential functionals of Levy processes and explores their density and asymptotic behaviors.

Findings

The law of the exponential functional satisfies a generalized integral equation.

The density of the exponential functional is smooth on  , except possibly at zero.

Asymptotic behaviors of the density are characterized under exponential moment conditions.

Abstract

We study the distribution of the exponential functional $I(\xi,\eta)=\int_0^{\infty} \exp(\xi_{t-}) \d \eta_t$, where $\xi$ and $\eta$ are independent L\'evy processes. In the general setting using the theories of Markov processes and Schwartz distributions we prove that the law of this exponential functional satisfies an integral equation, which generalizes Proposition 2.1 in Carmona et al "On the distribution and asymptotic results for exponential functionals of Levy processes". In the special case when $\eta$ is a Brownian motion with drift we show that this integral equation leads to an important functional equation for the Mellin transform of $I(\xi,\eta)$, which proves to be a very useful tool for studying the distributional properties of this random variable. For general L\'evy process $\xi$ ($\eta$ being Brownian motion with drift) we prove that the exponential functional has a smooth density on $\r \setminus \{0\}$, but surprisingly the second derivative at zero may fail to exist. Under the additional assumption that $\xi$ has some positive exponential moments we establish an asymptotic behaviour of $\p(I(\xi,\eta)>x)$ as $x\to +\infty$, and under similar assumptions on the negative exponential moments of $\xi$ we obtain a precise asympotic expansion of the density of $I(\xi,\eta)$ as $x\to 0$. Under further assumptions on the L\'evy process $\xi$ one is able to prove much stronger results about the density of the exponential functional and we illustrate some of the ideas and techniques for the case when $\xi$ has hyper-exponential jumps.