# Ergodic aspects of some Ornstein-Uhlenbeck type processes related to L\'evy processes

## TL;DR

This paper studies the ergodic properties of Ornstein-Uhlenbeck type processes linked to self-similar Markov processes and Lévy processes, identifying invariant measures and conditions for recurrence and applying advanced stochastic analysis techniques.

## Contribution

It characterizes the invariant measure and recurrence properties of Ornstein-Uhlenbeck processes associated with Lévy processes, extending understanding of their ergodic behavior.

## Key findings

- U is always a recurrent Markov process
- Invariant measure is expressed via exponential functionals of dual Lévy processes
- Conditions for null-recurrence and applicability of Darling-Kac theorem are established

## Abstract

This work concerns the Ornstein-Uhlenbeck type process associated to a positive self-similar Markov process $(X(t))_{t\geq 0}$ which drifts to $\infty$, namely $U(t):= {\rm e}^{-t}X({\rm e}^t-1)$. We point out that $U$ is always a (topologically) recurrent Markov process and identify its invariant measure in terms of the law of the exponential functional $\hat I := \int_0^\infty \exp(\hat\xi_s) {\rm d}s$, where $\hat\xi$ is the dual of the real-valued L\'evy process $\xi$ related to $X$ by the Lamperti transformation. This invariant measure is infinite (i.e. $U$ is null-recurrent) if and only if $\xi_1\not \in L^1(\mathbb{P})$. In that case, we determine the family of L\'evy processes $\xi$ for which $U$ fulfills the conclusions of the Darling-Kac theorem. Our approach relies crucially on another generalized Ornstein-Uhlenbeck process that can be associated to the L\'evy process $\xi$, namely $V(t) := \exp(\xi_t)\left(\int_0^t \exp(-\xi_s){\rm d}s +V(0)\right)$, and properties of time-substitutions based on additive functionals.