Genome-wide association studies and genomic prediction / (Record no. 652788)

MARC details
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fixed length control field 130612s2013 nyu ob 001 0 eng d
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020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781627034470
Qualifying information (electronic bk.)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 1627034471
Qualifying information (electronic bk.)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
Canceled/invalid ISBN 9781627034463
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
Canceled/invalid ISBN 1627034463
024 7# - OTHER STANDARD IDENTIFIER
Standard number or code 10.1007/978-1-62703-447-0
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System control number (OCoLC)847807563
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050 #4 - LIBRARY OF CONGRESS CALL NUMBER
Classification number QH440.5
060 #4 - NATIONAL LIBRARY OF MEDICINE CALL NUMBER
Classification number W1
Item number ME9616J v.1019 2013
060 #4 - NATIONAL LIBRARY OF MEDICINE CALL NUMBER
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080 ## - UNIVERSAL DECIMAL CLASSIFICATION NUMBER
Universal Decimal Classification number 575.113 Q3
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 572.8
Edition number 23
049 ## - LOCAL HOLDINGS (OCLC)
Holding library MAIN
245 00 - TITLE STATEMENT
Title Genome-wide association studies and genomic prediction /
Statement of responsibility, etc. edited by Cedric Gondro, Julius van der Werf, Ben Hayes.
264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE
Place of production, publication, distribution, manufacture New York :
Name of producer, publisher, distributor, manufacturer Humana Press,
Date of production, publication, distribution, manufacture, or copyright notice [2013]
264 #4 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE
Date of production, publication, distribution, manufacture, or copyright notice ©2013
300 ## - PHYSICAL DESCRIPTION
Extent 1 online resource (xi, 566 pages)
336 ## - CONTENT TYPE
Content type term text
Content type code txt
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337 ## - MEDIA TYPE
Media type term computer
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338 ## - CARRIER TYPE
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347 ## - DIGITAL FILE CHARACTERISTICS
File type text file
347 ## - DIGITAL FILE CHARACTERISTICS
Encoding format PDF
490 1# - SERIES STATEMENT
Series statement Methods in molecular biology,
International Standard Serial Number 1940-6029 ;
Volume/sequential designation 1019
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc Includes bibliographical references and index.
588 0# - SOURCE OF DESCRIPTION NOTE
Source of description note Online resource; title from PDF title page (Springer, viewed June 12, 2013).
505 00 - FORMATTED CONTENTS NOTE
Title R for genome-wide association studies /
Statement of responsibility Cedric Gondro, Laercio R. Porto-Neto, Seung Hwan Lee --
Title Descriptive statistics of data : understanding the data set and phenotypes of interest /
Statement of responsibility Sonja Dominik --
Title Designing a GWAS : power, sample size, and data structure /
Statement of responsibility Roderick D. Ball --
Title Managing large SNP datasets with SNPpy /
Statement of responsibility Faheem Mitha --
Title Quality control for genome-wide association studies /
Statement of responsibility Cedric Gondro, Seung Hwan Lee, Hak Kyo Lee, Laercio R. Porto-Neto --
Title Overview of statistical methods for genome-wide association studies (GWAS) /
Statement of responsibility Ben Hayes --
Title Statistical analysis of genomic data /
Statement of responsibility Roderick D. Ball --
Title Using PLINK for genome-wide association studies (GWAS) and data analysis /
Statement of responsibility Miguel E. Rentería, Adrian Cortes, Sarah E. Medland --
Title Genome-wide complex trait analysis (GCTA) : Methods, data analyses, and interpretations /
Statement of responsibility Jian Yang, Sang Hong Lee, Michael E. Goddard, Peter M. Visscher --
Title Bayesian methods applied to GWAS /
Statement of responsibility Rohan L. Fernando, Dorian Garrick --
Title Implementing a QTL detection study (GWAS) using genomic prediction methodology /
Statement of responsibility Dorian J. Garrick, Rohan L. Fernando --
Title Genome-enabled prediction using the BLR (Bayesian Linear Regression) R-package /
Statement of responsibility Gustavo de los Campos, Paulino Pérez, Ana I. Vazquez, José Crossa --
Title Genomic best linear unbiased prediction (gBLUP) for the estimation of genomic breeding values /
Statement of responsibility Samuel A. Clark, Julius van der Werf --
Title Detecting regions of homozygosity to map the cause of recessively inherited disease /
Statement of responsibility James W. Kijas --
Title Use of ancestral haplotypes in genome-wide association studies /
Statement of responsibility Tom Druet, Frédéric Farnir --
Title Genotype phasing in populations of closely related individuals /
Statement of responsibility John M. Hickey --
Title Genotype imputation to increase sample size in pedigreed populations /
Statement of responsibility John M. Hickey, Matthew A. Cleveland, Christian Maltecca, Gregor Gorjanc, Birgit Gredler, Andreas Kranis --
Title Validation of genome-wide association studies (GWAS) results /
Statement of responsibility John M. Henshall --
Title Detection of signatures of selection using FST /
Statement of responsibility Laercio R. Porto-Neto, Seung Hwan Lee, Hak Kyo Lee, Cedric Gondro --
Title Association weight matrix : a network-based approach towards functional genome-wide association studies /
Statement of responsibility Antonio Reverter, Marina R.S. Fortes --
Title Mixed effects structural equation models and phenotypic causal networks /
Statement of responsibility Bruno Dourado Valente, Guilherme Jordão Magalhães Rosa --
Title Epistasis, complexity, and multifactor dimensionality reduction /
Statement of responsibility Qinxin Pan, Ting Hu, Jason H. Moore --
Title Applications of multifactor dimensionality reduction to genome-wide data using the R package 'MDR' /
Statement of responsibility Stacey Winham --
Title Higher order interactions : detection of epistasis using machine learning and evolutionary computation /
Statement of responsibility Ronald M. Nelson, Marcin Kierczak, Örjan Carlborg --
Title Incorporating prior knowledge to increase the power of genome-wide association studies /
Statement of responsibility Ashley Petersen, Justin Spratt, Nathan L. Tintle --
Title Genomic selection in animal breeding programs /
Statement of responsibility Julius van der Werf.
520 ## - SUMMARY, ETC.
Summary, etc. "With the detailed genomic information that is now becoming available, we have a plethora of data that allows researchers to address questions in a variety of areas. Genome-wide association studies (GWAS) have become a vital approach to identify candidate regions associated with complex diseases in human medicine, production traits in agriculture, and variation in wild populations. Genomic prediction goes a step further, attempting to predict phenotypic variation in these traits from genomic information. Genome-Wide Association Studies and Genomic Prediction pulls together expert contributions to address this important area of study. The volume begins with a section covering the phenotypes of interest as well as design issues for GWAS, then moves on to discuss efficient computational methods to store and handle large datasets, quality control measures, phasing, haplotype inference, and imputation. Later chapters deal with statistical approaches to data analysis where the experimental objective is either to confirm the biology by identifying genomic regions associated to a trait or to use the data to make genomic predictions about a future phenotypic outcome (e.g. predict onset of disease). As part of the Methods in Molecular Biology series, chapters provide helpful, real-world implementation advice."--
Assigning source Back cover
546 ## - LANGUAGE NOTE
Language note English.
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653 00 - INDEX TERM--UNCONTROLLED
Uncontrolled term genomica
653 00 - INDEX TERM--UNCONTROLLED
Uncontrolled term genomics
653 00 - INDEX TERM--UNCONTROLLED
Uncontrolled term bioinformatics
653 00 - INDEX TERM--UNCONTROLLED
Uncontrolled term humane genetica
653 00 - INDEX TERM--UNCONTROLLED
Uncontrolled term human genetics
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700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Gondro, Cedric,
Relator term editor.
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700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Werf, Julius van der,
Relator term editor.
9 (RLIN) 88834
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Hayes, Ben
Fuller form of name (Ben J.),
Relator term editor.
-- https://id.oclc.org/worldcat/entity/E39PCjFWWcbJBkdyXfFpHxwV4q
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776 08 - ADDITIONAL PHYSICAL FORM ENTRY
Relationship information Print version:
Title Genome-wide Association Studies and Genomic Prediction.
Place, publisher, and date of publication Humana Pr Inc 2013
International Standard Book Number 9781627034463
Record control number (OCoLC)828487816
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE
Uniform title Methods in molecular biology (Clifton, N.J.) ;
Volume number/sequential designation v. 1019.
International Standard Serial Number 1064-3745
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier <a href="https://link-springer-com.libraryproxy.ist.ac.at/10.1007/978-1-62703-447-0">https://link-springer-com.libraryproxy.ist.ac.at/10.1007/978-1-62703-447-0</a>
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