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001 | 978-3-540-39874-5 | ||
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007 | cr nn 008mamaa | ||
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_a9783540398745 _9978-3-540-39874-5 |
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_a10.1007/b95197 _2doi |
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_a519.2 _223 |
100 | 1 |
_aTavaré, Simon. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut |
|
245 | 1 | 0 |
_aLectures on Probability Theory and Statistics _h[electronic resource] : _bEcole d’Eté de Probabilités de Saint-Flour XXXI - 2001 / _cby Simon Tavaré, Ofer Zeitouni ; edited by Jean Picard. |
264 | 1 |
_aBerlin, Heidelberg : _bSpringer Berlin Heidelberg : _bImprint: Springer, _c2004. |
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300 |
_aVIII, 316 p. _bonline resource. |
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_acomputer _bc _2rdamedia |
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_aonline resource _bcr _2rdacarrier |
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_aLecture Notes in Mathematics, _x0075-8434 ; _v1837 |
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520 | _aThis 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. | ||
650 | 0 | _aDistribution (Probability theory. | |
650 | 0 |
_aGenetics _xMathematics. |
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650 | 1 | 4 |
_aProbability Theory and Stochastic Processes. _0http://scigraph.springernature.com/things/product-market-codes/M27004 |
650 | 2 | 4 |
_aGenetics and Population Dynamics. _0http://scigraph.springernature.com/things/product-market-codes/M31010 |
700 | 1 |
_aZeitouni, Ofer. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut |
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700 | 1 |
_aPicard, Jean. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt |
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710 | 2 | _aSpringerLink (Online service) | |
773 | 0 | _tSpringer eBooks | |
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_iPrinted edition: _z9783540208327 |
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_iPrinted edition: _z9783662198698 |
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_aLecture Notes in Mathematics, _x0075-8434 ; _v1837 |
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