Multitype branching process with nonhomogeneous Poisson and generalized Polya immigration
Landy Rabehasaina (LMB), Jae-Kyung Woo

TL;DR
This paper studies multitype branching processes with immigrants arriving via nonhomogeneous Poisson or generalized Polya processes, demonstrating convergence of normalized populations and analyzing moments in two-type cases.
Contribution
It introduces a framework for multitype branching processes with complex immigration modeled by nonhomogeneous Poisson and Polya processes, proving convergence results and transient moment analysis.
Findings
Normalized populations converge in distribution for supercritical, critical, and subcritical cases.
Provides transient moment analysis for two-type particle systems.
Establishes a unified approach for different immigration processes in branching models.
Abstract
In a multitype branching process, it is assumed that immigrants arrive according to a nonhomogeneous Poisson or a generalized Polya process (both processes are formulated as a nonhomogeneous birth process with an appropriate choice of transition intensities). We show that the renormalized numbers of objects of the various types alive at time for supercritical, critical, and subcritical cases jointly converge in distribution under those two different arrival processes. Furthermore, some transient moment analysis when there are only two types of particles is provided. AMS 2000 subject classifications: Primary 60J80, 60J85; secondary 60K10, 60K25, 90B15.
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 · Bayesian Methods and Mixture Models · Diffusion and Search Dynamics
