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2012 On Dirichlet eigenvectors for neutral two-dimensional Markov chains
Nicolas Champagnat, Persi Diaconis, Laurent Miclo
Author Affiliations +
Electron. J. Probab. 17: 1-41 (2012). DOI: 10.1214/EJP.v17-1830

Abstract

We consider a general class of discrete, two-dimensional Markov chains modeling the dynamics of a population with two types, without mutation or immigration, and neutral in the sense that type has no influence on each individual's birth or death parameters. We prove that all the eigenvectors of the corresponding transition matrix or infinitesimal generator $\Pi$ can be expressed as the product of ``universal'' polynomials of two variables, depending on each type's size but not on the specific transitions of the dynamics, and functions depending only on the total population size. These eigenvectors appear to be Dirichlet eigenvectors for $\Pi$ on the complement of triangular subdomains, and as a consequence the corresponding eigenvalues are ordered in a specific way. As an application, we study the quasistationary behavior of finite, nearly neutral, two-dimensional Markov chains, absorbed in the sense that $0$ is an absorbing state for each component of the process.

Citation

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Nicolas Champagnat. Persi Diaconis. Laurent Miclo. "On Dirichlet eigenvectors for neutral two-dimensional Markov chains." Electron. J. Probab. 17 1 - 41, 2012. https://doi.org/10.1214/EJP.v17-1830

Information

Accepted: 18 August 2012; Published: 2012
First available in Project Euclid: 4 June 2016

zbMATH: 1259.60078
MathSciNet: MR2968670
Digital Object Identifier: 10.1214/EJP.v17-1830

Subjects:
Primary: 60J10, 60J27
Secondary: 15A18‎, 39A14, 47N30, 92D25

JOURNAL ARTICLE
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