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100   $a20121227d2004      u|             0
101 0 $aeng
135   $aurnn|008mamaa
181   $ctxt
182   $cc
183   $acr
200 10$aLectures on Probability Theory and Statistics$b[electronic resource] $eEcole d'Eté de Probabilités de Saint-Flour XXXI - 2001 /$fby Simon Tavaré, Ofer Zeitouni ; edited by Jean Picard
205   $a1st ed. 2004.
210  1$aBerlin, Heidelberg :$cSpringer Berlin Heidelberg :$cImprint: Springer,$d2004.
215   $a1 online resource (VIII, 316 p.) 
225 1 $aÉcole d'Été de Probabilités de Saint-Flour,$x0721-5363 ;$v1837
300   $a"... lectures were given at the 31st Probability Summer School in Saint-Flour (July 8-25, 2001) ..."--Preface.
311   $a3-540-20832-1 
320   $aIncludes bibliographical references.
327   $apt. 1. Ancestral inference in population genetics / Simon Tavare? -- pt. 2. Random walks in random environment / Ofer Zeitouni.
330   $aThis volume contains lectures given at the 31st Probability Summer School in Saint-Flour (July 8-25, 2001). Simon Tavaré?s lectures serve as an introduction to the coalescent, and to inference for ancestral processes in population genetics. The stochastic computation methods described include rejection methods, importance sampling, Markov chain Monte Carlo, and approximate Bayesian methods. Ofer Zeitouni?s course on "Random Walks in Random Environment" presents systematically the tools that have been introduced to study the model. A fairly complete description of available results in dimension 1 is given. For higher dimension, the basic techniques and a discussion of some of the available results are provided. The contribution also includes an updated annotated bibliography and suggestions for further reading. Olivier Catoni's course appears separately.
410  0$aÉcole d'Été de Probabilités de Saint-Flour,$x0721-5363 ;$v1837
606   $aProbabilities
606   $aBiomathematics
606   $aProbability Theory and Stochastic Processes$3https://scigraph.springernature.com/ontologies/product-market-codes/M27004
606   $aGenetics and Population Dynamics$3https://scigraph.springernature.com/ontologies/product-market-codes/M31010
615  0$aProbabilities.
615  0$aBiomathematics.
615 14$aProbability Theory and Stochastic Processes.
615 24$aGenetics and Population Dynamics.
676   $a519.2
700   $aTavaré$b Simon$4aut$4http://id.loc.gov/vocabulary/relators/aut$0422196
702   $aZeitouni$b Ofer$4aut$4http://id.loc.gov/vocabulary/relators/aut
702   $aPicard$b Jean$4edt$4http://id.loc.gov/vocabulary/relators/edt
712 12$aEcole d'e?te? de probabilite?s de Saint-Flour$d(31st :$f(2001)
801  0$bMiAaPQ
801  1$bMiAaPQ
801  2$bMiAaPQ
906   $aBOOK
912   $a996466483603316
996   $aLectures on Probability Theory and Statistics$92530053
997   $aUNISA