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Lectures on Probability Theory and Statistics

Ecole d'Ete de Probabilites de Saint-Flour XXXI - 2001
BuchKartoniert, Paperback
316 Seiten
Englisch
Springererschienen am04.03.2004
This volume contains lectures given at the 31st Probability Summer School in Saint-Flour (July 8-25, 2001). The stochastic computation methods described include rejection methods, importance sampling, Markov chain Monte Carlo, and approximate Bayesian methods. A fairly complete description of available results in dimension 1 is given.mehr
Verfügbare Formate
BuchKartoniert, Paperback
EUR53,49
E-BookPDF1 - PDF WatermarkE-Book
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Produkt

KlappentextThis volume contains lectures given at the 31st Probability Summer School in Saint-Flour (July 8-25, 2001). The stochastic computation methods described include rejection methods, importance sampling, Markov chain Monte Carlo, and approximate Bayesian methods. A fairly complete description of available results in dimension 1 is given.
Zusammenfassung
Includes supplementary material: sn.pub/extras

Inhalt/Kritik

Inhaltsverzeichnis
Part I: S. Tavaré: Ancestral Inference in Population Genetics.- Part II: O. Zeitouni: Random Walks in Random Environment.mehr

Autor

Simon Tavare holds the George and Louise Kawamoto Chair in Biological Sciences and is a Professor of Biological Sciences, Mathematics, and Preventive Medicine at the University of Southern California. Professor Tavare's research lies at the interface between statistics and biology, specifically focusing on problems arising in molecular biology, human genetics, population genetics, molecular evolution, and bioinformatics. His statistical interests focus on stochastic computation. Among the applications are linkage disequilibrium mapping, stem cell evolution, and inference in the fossil record. Dr. Tavare is also a professor in the Department of Oncology at the University of Cambridge, England, where his group concentrates on cancer genomics.