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

• Κύριος συγγραφέας: Feng, Shui (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg, 2010.
• Σειρά: Probability and its Applications,
• Θέματα: Mathematics.; Mathematical models.; Probabilities.; Biomathematics.; Probability Theory and Stochastic Processes.; Mathematical Modeling and Industrial Mathematics.; Mathematical and Computational Biology.

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...

Πίνακας περιεχομένων:

• 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.