Regularity results for free L\'{e}vy processes
Hao-Wei Huang, Jiun-Chau Wang

TL;DR
This paper characterizes when free additive convolution semigroups combined with a fixed measure are absolutely continuous with positive, analytic densities, and describes the support structure based on the Lévy measure.
Contribution
It provides necessary and sufficient conditions for regularity and analyticity of densities in free convolution semigroups, linking these properties to the Lévy measure.
Findings
Conditions for Lebesgue absolute continuity and positivity of densities.
Criteria for analyticity at zeros of the density.
Finite connected components in support based on Lévy measures.
Abstract
Given a free additive convolution semigroup and a probability measure on , we find the necessary and sufficient conditions for the process to be Lebesgue absolutely continuous with a positive and analytic density throughout at all time . For semigroups without this property, we find the necessary and sufficient conditions for the density of to be analytic at its zeros. These results are quantified by the L\'{e}vy measure of the semigroup, making it fairly easy to construct many concrete examples. Finally, we show that has a finite number of connected components in its support if both the L\'{e}vy measure of and the initial law do.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsStochastic processes and financial applications · Probability and Risk Models · Stochastic processes and statistical mechanics
