The Poisson-Dirichlet Distribution and Related Topics Models and Asymptotic Behaviors /

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...

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Bibliographic Details
Call Number:Libro Electrónico
Main Author: Feng, Shui (Author)
Corporate Author: SpringerLink (Online service)
Format: Electronic eBook
Language:Inglés
Published: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2010.
Edition:1st ed. 2010.
Series:Probability and Its Applications
Subjects:
Probabilities.
Mathematical models.
Biomathematics.
Probability Theory.
Mathematical Modeling and Industrial Mathematics.
Mathematical and Computational Biology.
Online Access:Texto Completo
Table of Contents:
  • Models
  • The Poisson-Dirichlet Distribution
  • The Two-Parameter Poisson-Dirichlet Distribution
  • The Coalescent
  • Stochastic Dynamics
  • Particle Representation
  • Asymptotic Behaviors
  • Fluctuation Theorems
  • Large Deviations for the Poisson-Dirichlet Distribution
  • Large Deviations for the Dirichlet Processes.

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