| 書目名稱 | Lectures on Probability Theory and Statistics |
| 副標題 | Ecole d‘Eté de Proba |
| 編輯 | Simon Tavaré,Ofer Zeitouni,Jean Picard |
| 視頻video | http://file.papertrans.cn/584/583570/583570.mp4 |
| 概述 | Includes supplementary material: |
| 叢書名稱 | Lecture Notes in Mathematics |
| 圖書封面 |  |
| 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 |
| 關鍵詞 | 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 |
|Archiver|手機版|小黑屋|
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