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Lectures on Probability Theory and Statistics: Ecole d'Eté de Probabilités de Saint-Flour XXXI - 2001 (Lecture Notes in Mathematics) [Paperback]

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Item description for Lectures on Probability Theory and Statistics: Ecole d'Eté de Probabilités de Saint-Flour XXXI - 2001 (Lecture Notes in Mathematics) by Jean Picard Simon Tavaré...

This volume contains lectures given at the 31st Probability Summer School in Saint-Flour (July 8-25, 2001). Simon Tavar'slectures serve as an introduction to the coalescent, and to inference for ancestral processes in population genetics. The stochastic computation methods describedinclude rejection methods, importance sampling, Markov chain Monte Carlo, and approximate Bayesian methods. Ofer Zeitouni'scourse on "Random Walks in Random Environment" presentssystematicallythe 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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Item Specifications...


Pages   315
Est. Packaging Dimensions:   Length: 9.2" Width: 6" Height: 0.8"
Weight:   1.1 lbs.
Binding  Softcover
Release Date   Apr 14, 2004
Publisher   Springer
ISBN  3540208321  
ISBN13  9783540208327  


Availability  124 units.
Availability accurate as of Mar 24, 2017 08:22.
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1Books > Special Features > New & Used Textbooks > Sciences > Mathematics > Statistics
2Books > Subjects > Professional & Technical > Professional Science > Mathematics > Applied > General
3Books > Subjects > Professional & Technical > Professional Science > Mathematics > Applied > Statistics
4Books > Subjects > Science > General
5Books > Subjects > Science > Mathematics > Applied > General
6Books > Subjects > Science > Mathematics > Applied > Probability & Statistics
7Books > Subjects > Science > Mathematics > General



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