Produktbild: Handbook of Statistical Genomics

Handbook of Statistical Genomics

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Beschreibung

Produktdetails

Einband

Gebundene Ausgabe

Erscheinungsdatum

10.09.2019

Herausgeber

Balding David J. + weitere

Verlag

Wiley

Seitenzahl

1216

Maße (L/B/H)

26,1/18,5/5,8 cm

Gewicht

2608 g

Auflage

4th edition

Sprache

Englisch

ISBN

978-1-119-42914-2

Beschreibung

Produktdetails

Einband

Gebundene Ausgabe

Erscheinungsdatum

10.09.2019

Herausgeber

Verlag

Wiley

Seitenzahl

1216

Maße (L/B/H)

26,1/18,5/5,8 cm

Gewicht

2608 g

Auflage

4th edition

Sprache

Englisch

ISBN

978-1-119-42914-2

Herstelleradresse

Libri GmbH
Europaallee 1
36244 Bad Hersfeld
DE

Email: Libri GmbH

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  • Produktbild: Handbook of Statistical Genomics
  • Volume 1

    List of Contributors xxiii

    Editors' Preface to the Fourth Edition xxvii

    Glossary xxix

    Abbreviations and Acronyms xxxix

    1 Statistical Modeling and Inference in Genetics 1
    Daniel Wegmann and Christoph Leuenberger

    2 Linkage Disequilibrium, Recombination and Haplotype Structure 51
    Gil McVean and Jerome Kelleher

    3 Haplotype Estimation and Genotype Imputation 87
    Jonathan Marchini

    4 Mathematical Models in Population Genetics 115
    Nick Barton and Alison Etheridge

    5 Coalescent Theory 145
    Magnus Nordborg

    6 Phylogeny Estimation Using Likelihood-Based Methods 177
    John P. Huelsenbeck

    7 The Multispecies Coalescent 219
    Laura Kubatko

    8 Population Structure, Demography and Recent Admixture 247
    G. Hellenthal

    9 Statistical Methods to Detect Archaic Admixture and Identify Introgressed Sequences 275
    Liming Li and Joshua M. Akey

    10 Population Genomic Analyses of DNA from Ancient Remains 295
    Torsten Gunther and Mattias Jakobsson

    11 Sequence Covariation Analysis in Biological Polymers 325
    William R. Taylor, Shaun Kandathil, and David T. Jones

    12 Probabilistic Models for the Study of Protein Evolution 347
    Umberto Perron, Iain H. Moal, Jeffrey L. Thorne, and Nick Goldman

    13 Adaptive Molecular Evolution 369
    Ziheng Yang

    14 Detecting Natural Selection 397
    Aaron J. Stern and Rasmus Nielsen

    15 Evolutionary Quantitative Genetics 421
    Bruce Walsh and Michael B. Morrissey

    16 Conservation Genetics 457
    Mark Beaumont and Jinliang Wang

    17 Statistical Methods for Plant Breeding 501
    Ian Mackay, Hans-Peter Piepho, and Antonio Augusto Franco Garcia

    18 Forensic Genetics 531
    B.S.Weir

    Volume 2

    19 Ethical Issues in Statistical Genetics 551
    Susan E. Wallace and Richard Ashcroft

    20 Descent-Based Gene Mapping in Pedigrees and Populations 573
    E.A. Thompson

    21 Genome-Wide Association Studies 597
    Andrew P. Morris and Lon R. Cardon

    22 Replication and Meta-analysis of Genome-Wide Association Studies 631
    Frank Dudbridge and Paul Newcombe

    23 Inferring Causal Relationships between Risk Factors and Outcomes Using Genetic Variation 651
    Stephen Burgess, Christopher N. Foley, and Verena Zuber

    24 Improving Genetic Association Analysis through Integration of Functional Annotations of the Human Genome 679
    Qiongshi Lu and Hongyu Zhao

    25 Inferring Causal Associations between Genes and Disease via the Mapping of Expression Quantitative Trait Loci 697
    Solveig K. Sieberts and Eric E. Schadt

    26 Statistical Methods for Single-Cell RNA-Sequencing 735
    Tallulah S. Andrews, Vladimir Yu. Kiselev, and Martin Hemberg

    27 Variant Interpretation and Genomic Medicine 761
    K. Carss, D. Goldstein, V. Aggarwal, and S. Petrovski

    28 Prediction of Phenotype from DNA Variants 799
    M.E. Goddard, T.H.E. Meuwissen, and H.D. Daetwyler

    29 Disease Risk Models 815
    Allison Meisner and Nilanjan Chatterjee

    30 Bayesian Methods for Gene Expression Analysis 843
    Alex Lewin, Leonardo Bottolo, and Sylvia Richardson

    31 Modelling Gene Expression Dynamics with Gaussian Process Inference 879
    Magnus Rattray, Jing Yang, Sumon Ahmed, and Alexis Boukouvalas

    32 Modelling Non-homogeneous Dynamic Bayesian Networks with Piecewise Linear Regression Models 899
    Marco Grzegorczyk and Dirk Husmeier

    33 DNA Methylation 933
    Kasper D. Hansen, Kimberly D. Siegmund, and Shili Lin

    34 Statistical Methods in Metabolomics 949
    Timothy M.D. Ebbels, Maria De Iorio, and David A. Stephens

    35 Statistical and Computational Methods in Microbiome and Metagenomics 977
    Hongzhe Li

    36 Bacterial Population Genomics 997
    Jukka Corander, Nicholas J. Croucher, Simon R. Harris, John A. Lees, and Gerry Tonkin-Hill

    Reference Author Index 1021

    Subject Index 1109