03534nam 22006375 450 99646648360331620201106133550.03-540-39874-010.1007/b95197(CKB)1000000000230962(SSID)ssj0000324379(PQKBManifestationID)12080845(PQKBTitleCode)TC0000324379(PQKBWorkID)10313370(PQKB)10335934(DE-He213)978-3-540-39874-5(MiAaPQ)EBC5591837(PPN)155219723(EXLCZ)99100000000023096220121227d2004 u| 0engurnn|008mamaatxtccrLectures on Probability Theory and Statistics[electronic resource] Ecole d'Eté de Probabilités de Saint-Flour XXXI - 2001 /by Simon Tavaré, Ofer Zeitouni ; edited by Jean Picard1st ed. 2004.Berlin, Heidelberg :Springer Berlin Heidelberg :Imprint: Springer,2004.1 online resource (VIII, 316 p.) École d'Été de Probabilités de Saint-Flour,0721-5363 ;1837"... lectures were given at the 31st Probability Summer School in Saint-Flour (July 8-25, 2001) ..."--Preface.3-540-20832-1 Includes bibliographical references.pt. 1. Ancestral inference in population genetics / Simon Tavaré -- pt. 2. Random walks in random environment / Ofer Zeitouni.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.École d'Été de Probabilités de Saint-Flour,0721-5363 ;1837ProbabilitiesBiomathematicsProbability Theory and Stochastic Processeshttps://scigraph.springernature.com/ontologies/product-market-codes/M27004Genetics and Population Dynamicshttps://scigraph.springernature.com/ontologies/product-market-codes/M31010Probabilities.Biomathematics.Probability Theory and Stochastic Processes.Genetics and Population Dynamics.519.2Tavaré Simonauthttp://id.loc.gov/vocabulary/relators/aut422196Zeitouni Oferauthttp://id.loc.gov/vocabulary/relators/autPicard Jeanedthttp://id.loc.gov/vocabulary/relators/edtEcole d'été de probabilités de Saint-Flour(31st :(2001)MiAaPQMiAaPQMiAaPQBOOK996466483603316Lectures on Probability Theory and Statistics2530053UNISA