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020 _a9783540398745
_9978-3-540-39874-5
024 7 _a10.1007/b95197
_2doi
050 4 _aQA273.A1-274.9
050 4 _aQA274-274.9
072 7 _aPBT
_2bicssc
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072 7 _aPBT
_2thema
072 7 _aPBWL
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082 0 4 _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.
300 _aVIII, 316 p.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aLecture Notes in Mathematics,
_x0075-8434 ;
_v1837
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.
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
700 1 _aPicard, Jean.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9783540208327
776 0 8 _iPrinted edition:
_z9783662198698
830 0 _aLecture Notes in Mathematics,
_x0075-8434 ;
_v1837
856 4 0 _uhttps://doi.org/10.1007/b95197
912 _aZDB-2-SMA
912 _aZDB-2-LNM
912 _aZDB-2-BAE
999 _c10425
_d10425