A population model with non-neutral mutations using branching processes with immigration
Hongwei Bi, Jean-Fran\c{c}ois Delmas

TL;DR
This paper models a stationary population with non-neutral mutations using a continuous state branching process with immigration, analyzing genealogical properties like MRCA distribution and mutation effects.
Contribution
It introduces a novel continuous population model incorporating non-neutral mutations and derives key genealogical properties within this framework.
Findings
Distribution of time to MRCA determined
Bottleneck effects at MRCA identified
Asymptotics of ancestor count analyzed
Abstract
We consider a stationary continuous model of random size population with non-neutral mutations using a continuous state branching process with non-homogeneous immigration. We assume the type (or mutation) of the immigrants is random given by a constant mutation rate measure. We determine some genealogical properties of this process such as: distribution of the time to the most recent common ancestor (MRCA), bottleneck effect at the time to the MRCA (which might be drastic for some mutation rate measures), favorable type for the MRCA, asymptotics of the number of ancestors.
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 · Evolution and Genetic Dynamics · Mathematical and Theoretical Epidemiology and Ecology Models
