Fluctuations of non-local branching Markov processes
Christopher B. C. Dean, Emma Horton

TL;DR
This paper investigates the fluctuation behaviors of supercritical branching Markov processes with non-local mechanisms, identifying three regimes based on spectral gap size and establishing corresponding functional central limit theorems.
Contribution
It introduces a classification of fluctuation regimes for non-local branching Markov processes and proves functional CLTs within each regime, advancing understanding of their asymptotic behavior.
Findings
Three fluctuation regimes identified based on spectral gap size
Functional central limit theorems established for each regime
Enhanced understanding of non-local branching process fluctuations
Abstract
The aim of this paper is to study the fluctuations of a general class of supercritical branching Markov processes with non-local branching mechanisms. We show the existence of three regimes according to the size of the spectral gap associated with the expectation semigroup of the branching process and establish functional central limit theorems within each regime.
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 statistical mechanics · Mathematical Dynamics and Fractals · Advanced Queuing Theory Analysis
