Handbook of statistical genomics. (2019)

• Record Type: Book
• Uniform Title: Handbook of statistical genetics.
• Further Information: Note: Edited by David J. Balding (University of Melbourne, Australia), Ida Moltke (University of Copenhagen, Denmark), John Marioni (University of Cambridge, United Kingdom).
• Editors: Balding, D. J; Moltke, Ida; Marioni, John
• Contents: 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
• Edition: Fourth edition
• Publisher Details: Hoboken, NJ : Wiley
• Publication Date: 2019
• Extent: 1 online resource (2 volumes (xl, 1135 pages))
• Subjects: 572.8/60727; Genetics -- Statistical methods -- Handbooks, manuals, etc; Genetics -- Statistical methods; Electronic books; Electronic books; Handbooks and manuals
• Languages: English
• ISBNs: 1119429250; 9781119429227; 1119429226; 9781119429258
• Related ISBNs: 9781119429142
• Notes: Note: Includes bibliographical references and indexes.; Note: Description based on online resource; title from digital title page (viewed on August 23, 2019).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.