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Lectures on Probability Theory and Statistics

Name: Lectures on Probability Theory and Statistics
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 05273707
Price: 49.89 EUR
Availability: InStock
Author: Simon Tavare
ISBN: 9783540208327

Ecole d'Ete de Probabilites de Saint-Flour XXXI - 2001

Simon Tavare

Ofer Zeitouni

Language

English

Book Paperback

Libristo code: 05273707

Publishers Springer-Verlag Berlin and Heidelberg GmbH & Co. KG, March 2004

This volume contains lectures given at the 31st Probability Summer School in Saint-Flour (July 8-25,... Full description

Libristo code: 05273707

122 b

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This volume contains lectures given at the 31st Probability Summer School in Saint-Flour (July 8-25, 2001). Simon Tavaré lectures serve as an introduction to the coalescent, and to inference for ancestral processes in population genetics. The stochastic computation methods described include rejection methods, importance sampling, Markov chain Monte Carlo, and approximate Bayesian methods. Ofer Zeitouni`s course on "Random Walks in Random Environment" presents systematically the tools that have been introduced to study the model. A fairly complete description of available results in dimension 1 is given. For higher dimension, the basic techniques and a discussion of some of the available results are provided. The contribution also includes an updated annotated bibliography and suggestions for further reading. Olivier Catoni's course appears separately.