Ebook Info
- Published: 2004
- Number of pages: 324 pages
- Format: PDF
- File Size: 2.13 MB
- Authors: Simon Tavaré
Description
This volume contains lectures given at the 31st Probability Summer School in Saint-Flour (July 8-25, 2001). Simon Tavaré’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.
User’s Reviews
Editorial Reviews: From the Back Cover This volume contains lectures given at the 31st Probability Summer School in Saint-Flour (July 8-25, 2001). Simon Tavaré’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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Keywords
Free Download Lectures on Probability Theory and Statistics: Ecole d’Eté de Probabilités de Saint-Flour XXXI – 2001 (Lecture Notes in Mathematics, 1837) 2004th Edition in PDF format
Lectures on Probability Theory and Statistics: Ecole d’Eté de Probabilités de Saint-Flour XXXI – 2001 (Lecture Notes in Mathematics, 1837) 2004th Edition PDF Free Download
Download Lectures on Probability Theory and Statistics: Ecole d’Eté de Probabilités de Saint-Flour XXXI – 2001 (Lecture Notes in Mathematics, 1837) 2004th Edition 2004 PDF Free
Lectures on Probability Theory and Statistics: Ecole d’Eté de Probabilités de Saint-Flour XXXI – 2001 (Lecture Notes in Mathematics, 1837) 2004th Edition 2004 PDF Free Download
Download Lectures on Probability Theory and Statistics: Ecole d’Eté de Probabilités de Saint-Flour XXXI – 2001 (Lecture Notes in Mathematics, 1837) 2004th Edition PDF
Free Download Ebook Lectures on Probability Theory and Statistics: Ecole d’Eté de Probabilités de Saint-Flour XXXI – 2001 (Lecture Notes in Mathematics, 1837) 2004th Edition