Title: Lectures On Probability Theory And Statistics : Ecole D'ete De Probabilities De Saint-flour Xxx1 - 2001
Publisher: Springer
Publication Date: 2004
Language: English
ISBN 10: 3540208321
ISBN 13: 9783540208327
Binding: Soft cover
Condition: New

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Synopsis

This volume contains lectures given at the 31st Probability Summer School in Saint-Flour (July 8-25, 2001). Simon Tavar�’s 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.

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