Critical Galton-Watson branching processes with countably infinitely many types and infinite second moments
V.A.Topchii (Mathematical center in Akademgorodok, Novosibirsk),, V.A.Vatutin (Steklov Mathematical Institute of Russian Academy of Sciences,, Moscow), E.E.Dyakonova (Steklov Mathematical Institute of Russian Academy of, Sciences, Moscow)

TL;DR
This paper studies a critical Galton-Watson process with infinitely many types and infinite variance, analyzing its survival probability and establishing a limit theorem for the distribution of particles across types.
Contribution
It extends the theory of Galton-Watson processes to infinite types with infinite variance, providing new asymptotic results and a Yaglom-type limit theorem.
Findings
Derived asymptotic behavior of survival probability
Established a Yaglom-type limit theorem for the process
Analyzed infinite-dimensional distribution of particles
Abstract
We consider an indecomposable Galton-Watson branching process with countably infinitely many types. Assuming that the process is critical and allowing for infinite variance of the offspring sizes of some (or all) types of particles we describe the asymptotic behavior of the survival probability of the process and establish a Yaglom-type conditional limit theorem for the infinite-dimensional vector of the number of particles of all types.
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 · Theoretical and Computational Physics · Markov Chains and Monte Carlo Methods
