The Poisson-Dirichlet Distribution and Related Topics Models and Asymptotic Behaviors / [electronic resource] :
by Shui Feng.
- XIV, 218 p. online resource.
- Probability and its Applications, 1431-7028 .
- Probability and its Applications, .
Models -- The PoissonDirichlet Distribution -- The Two-Parameter PoissonDirichlet Distribution -- The Coalescent -- Stochastic Dynamics -- Particle Representation -- Asymptotic Behaviors -- Fluctuation Theorems -- Large Deviations for the PoissonDirichlet Distribution -- Large Deviations for the Dirichlet Processes.
ZDB-2-SMA
The Poisson-Dirichlet distribution is an infinite dimensional probability distribution. It was introduced by Kingman over thirty years ago, and has found applications in a broad range of areas including Bayesian statistics, combinatorics, differential geometry, economics, number theory, physics, and population genetics. This monograph provides a comprehensive study of this distribution and some related topics, with particular emphasis on recent progresses in evolutionary dynamics and asymptotic behaviors. One central scheme is the unification of the Poisson-Dirichlet distribution, the urn structure, the coalescent, the evolutionary dynamics through the grand particle system of Donnelly and Kurtz. It is largely self-contained. The methods and techniques used in it appeal to researchers in a wide variety of subjects.
9783642111945
10.1007/978-3-642-11194-5 doi
Mathematics. Biology--Mathematics. Distribution (Probability theory). Mathematics. Probability Theory and Stochastic Processes. Mathematical Biology in General.