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Taschenbuch. Zustand: Neu. Probability Models for DNA Sequence Evolution | Richard Durrett | Taschenbuch | xii | Englisch | 2010 | Humana | EAN 9781441926777 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu.
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Verlag: Springer New York, Springer US, 2010
ISBN 10: 1441926771 ISBN 13: 9781441926777
Sprache: Englisch
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Taschenbuch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - Our basic question is: Given a collection of DNA sequences, what underlying forces are responsible for the observed patterns of variability To approach this question we introduce and analyze a number of probability models: the Wright-Fisher model, the coalescent, the infinite alleles model, and the infinite sites model. We study the complications that come from nonconstant population size, recombination, population subdivision, and three forms of natural selection: directional selection, balancing selection, and background selection. These theoretical results set the stage for the investigation of various statistical tests to detect departures from 'neutral evolution'. The final chapter studies the evolution of whole genomes by chromosomal inversions, reciprocal translocations, and genome duplication.Throughout the book, the theory is developed in close connection with data from more than 60 experimental studies from the biology literature that illustrate the use of these results. This book is written for mathematicians and for biologists alike. We assume no previous knowledge of concepts from biology and only a basic knowledge of probability: a one semester undergraduate course and some familiarity with Markov chains and Poisson processes.
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Buch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - Our basic question is: Given a collection of DNA sequences, what underlying forces are responsible for the observed patterns of variability To approach this question we introduce and analyze a number of probability models: the Wright-Fisher model, the coalescent, the infinite alleles model, and the infinite sites model. We study the complications that come from nonconstant population size, recombination, population subdivision, and three forms of natural selection: directional selection, balancing selection, and background selection. These theoretical results set the stage for the investigation of various statistical tests to detect departures from 'neutral evolution'. The final chapter studies the evolution of whole genomes by chromosomal inversions, reciprocal translocations, and genome duplication.Throughout the book, the theory is developed in close connection with data from more than 60 experimental studies from the biology literature that illustrate the use of these results. This book is written for mathematicians and for biologists alike. We assume no previous knowledge of concepts from biology and only a basic knowledge of probability: a one semester undergraduate course and some familiarity with Markov chains and Poisson processes.
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In den WarenkorbGebunden. Zustand: New. Second edition of a successful bookGenetics is one of the fastest growing areas of active researchDurrett is a very well-known probabilistAssumes no previous knowledge of biology and only a basic knowledge of probabilityInclud.