The Poisson-Dirichlet Distribution and Related Topics: Models and Asymptotic Behaviors: Probability and Its Applications
Autor Shui Fengen Limba Engleză Paperback – 5 sep 2012
Toate formatele și edițiile | Preț | Express |
---|---|---|
Paperback (1) | 361.42 lei 38-44 zile | |
Springer Berlin, Heidelberg – 5 sep 2012 | 361.42 lei 38-44 zile | |
Hardback (1) | 383.90 lei 6-8 săpt. | |
Springer Berlin, Heidelberg – 17 iun 2010 | 383.90 lei 6-8 săpt. |
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Specificații
ISBN-13: 9783642263798
ISBN-10: 3642263798
Pagini: 232
Ilustrații: XIV, 218 p.
Dimensiuni: 155 x 235 x 12 mm
Greutate: 0.32 kg
Ediția:2010
Editura: Springer Berlin, Heidelberg
Colecția Springer
Seria Probability and Its Applications
Locul publicării:Berlin, Heidelberg, Germany
ISBN-10: 3642263798
Pagini: 232
Ilustrații: XIV, 218 p.
Dimensiuni: 155 x 235 x 12 mm
Greutate: 0.32 kg
Ediția:2010
Editura: Springer Berlin, Heidelberg
Colecția Springer
Seria Probability and Its Applications
Locul publicării:Berlin, Heidelberg, Germany
Public țintă
ResearchCuprins
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.
Recenzii
From the reviews:
“The intended audience of this book includes researchers and graduate students in probability, population genetics and statistics. Most material in the book is self-contained and should be accessible to anyone with a graduate level knowledge of probability theory. … this book provides useful connections to mathematical population genetics and many advanced probabilistic applications.” (Wenbo V. Li, Mathematical Reviews, Issue 2012 c)
“The intended audience of this book includes researchers and graduate students in probability, population genetics and statistics. Most material in the book is self-contained and should be accessible to anyone with a graduate level knowledge of probability theory. … this book provides useful connections to mathematical population genetics and many advanced probabilistic applications.” (Wenbo V. Li, Mathematical Reviews, Issue 2012 c)
Notă biografică
Shui Feng is a Professor of Mathematics and Statistics at McMaster University, Canada. His research is in the broad area of stochastic processes and limit theorems, with particular interests in stochastic models in population genetics, finance, and statistical physics. He is the co-editor of one book and the author of more than 30 research papers.
Textul de pe ultima copertă
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.
Caracteristici
First book to our knowledge that solely treats the Poisson-Dirichlet distribution Focuses also on recent progresses in evolutionary dynamics and asymptotic behaviors Reviewed by international experts Includes supplementary material: sn.pub/extras