| 书目名称 | Lectures on Probability Theory and Statistics | | 副标题 | Ecole d‘Eté de Proba | | 编辑 | Simon Tavaré,Ofer Zeitouni,Jean Picard | | 视频video | | | 概述 | Includes supplementary material: | | 丛书名称 | Lecture Notes in Mathematics | | 图书封面 |  | | 描述 | .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.. | | 出版日期 | Book 2004 | | 关键词 | Markov chain; Population Genetics; Probability theory; genetics; random walk; statistics | | 版次 | 1 | | doi | https://doi.org/10.1007/b95197 | | isbn_softcover | 978-3-540-20832-7 | | isbn_ebook | 978-3-540-39874-5Series ISSN 0075-8434 Series E-ISSN 1617-9692 | | issn_series | 0075-8434 | | copyright | Springer-Verlag GmbH Germany, part of Springer Nature 2004 |
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发表于 2025-3-21 17:37:06
