{"product_id":"genome-wide-association-studies-and-genomic-cedric-gondro-9781493959648","title":"Genome-Wide Association Studies and Genomic Prediction","description":"\u003cp\u003e1. R for Genome-Wide Association Studies\u003c\/p\u003e\u003cp\u003e Cedric Gondro, Laercio R. Porto-Neto, and Seung Hwan Lee\u003c\/p\u003e\u003cp\u003e \u003c\/p\u003e\u003cp\u003e2. Descriptive Statistics of Data: Understanding the Data Set and Phenotypes of Interest\u003c\/p\u003e\u003cp\u003e Sonja Dominik\u003c\/p\u003e\u003cp\u003e \u003c\/p\u003e\u003cp\u003e3. Designing a Genome-Wide Association Studies (GWAS): Power, Sample Size, and Data Structure\u003c\/p\u003e\u003cp\u003e Roderick D. Ball\u003c\/p\u003e\u003cp\u003e \u003c\/p\u003e\u003cp\u003e4. Managing Large SNP Datasets with SNPpy\u003c\/p\u003e\u003cp\u003e Faheem Mitha\u003c\/p\u003e\u003cp\u003e \u003c\/p\u003e\u003cp\u003e5. Quality Control for Genome-Wide Association Studies\u003c\/p\u003e\u003cp\u003e Cedric Gondro, Seung Hwan Lee, Hak Kyo Lee, and Laercio R. Porto-Neto\u003c\/p\u003e\u003cp\u003e \u003c\/p\u003e\u003cp\u003e6. Overview of Statistical Methods for Genome-Wide Association Studies (GWAS)\u003c\/p\u003e\u003cp\u003e Ben Hayes\u003c\/p\u003e\u003cp\u003e \u003c\/p\u003e\u003cp\u003e7. Statistical Analysis of Genomic Data\u003c\/p\u003e\u003cp\u003e Roderick D. Ball\u003c\/p\u003e\u003cp\u003e \u003c\/p\u003e\u003cp\u003e8. Using PLINK for Genome-Wide Association Studies (GWAS) and Data Analysis\u003c\/p\u003e\u003cp\u003e Miguel E. Rentería, Adrian Cortes, and Sarah E. Medland\u003c\/p\u003e\u003cp\u003e \u003c\/p\u003e\u003cp\u003e9. Genome-Wide Complex Trait Analysis (GCTA): Methods, Data Analyses, and Interpretations\u003c\/p\u003e\u003cp\u003e Jian Yang, Sang Hong Lee, Michael E. Goddard, and Peter M. Visscher\u003c\/p\u003e\u003cp\u003e \u003c\/p\u003e\u003cp\u003e10. Bayesian Methods Applied to Genome-Wide Association Studies (GWAS)\u003c\/p\u003e\u003cp\u003e Rohan L. Fernando and Dorian J. Garrick\u003c\/p\u003e\u003cp\u003e \u003c\/p\u003e\u003cp\u003e11. Implementing a QTL Detection Study (GWAS) Using Genomic Prediction Methodology\u003c\/p\u003e\u003cp\u003e Dorian J. Garrick and Rohan L. Fernando\u003c\/p\u003e\u003cp\u003e \u003c\/p\u003e\u003cp\u003e12. Genome-Enabled Prediction Using the BLR (Bayesian Linear Regression) R-Package\u003c\/p\u003e\u003cp\u003e Gustavo de los Campos, Paulino Pérez, Ana I. Vazquez, and José Crossa\u003c\/p\u003e\u003cp\u003e \u003c\/p\u003e\u003cp\u003e13. Genomic Best Linear Unbiased Prediction (gBLUP) for the Estimation of Genomic Breeding Values\u003c\/p\u003e\u003cp\u003e Samuel A. Clark and Julius van der Werf\u003c\/p\u003e\u003cp\u003e \u003c\/p\u003e\u003cp\u003e14. Detecting Regions of Homozygosity to Map the Cause of Recessively Inherited Disease\u003c\/p\u003e\u003cp\u003e James W. Kijas\u003c\/p\u003e\u003cp\u003e \u003c\/p\u003e\u003cp\u003e15. Use of Ancestral Haplotypes in Genome-Wide Association Studies\u003c\/p\u003e\u003cp\u003e Tom Druet and Frédéric Farnir\u003c\/p\u003e\u003cp\u003e \u003c\/p\u003e\u003cp\u003e16. Genotype Phasing in Populations of Closely Related Individuals\u003c\/p\u003e\u003cp\u003e John M. Hickey\u003c\/p\u003e\u003cp\u003e \u003c\/p\u003e\u003cp\u003e17. Genotype Imputation to Increase Sample Size in Pedigreed Populations\u003c\/p\u003e\u003cp\u003e John M. Hickey, Matthew A. Cleveland, Christian Maltecca, Gregor Gorjanc, Birgit Gredler, and Andreas Kranis\u003c\/p\u003e\u003cp\u003e \u003c\/p\u003e\u003cp\u003e18. Validation of Genome-Wide Association Studies (GWAS) Results\u003c\/p\u003e\u003cp\u003e John M. Henshall\u003c\/p\u003e\u003cp\u003e \u003c\/p\u003e\u003cp\u003e19. Detection of Signatures of Selection Using \u003ci\u003eF\u003c\/i\u003e\u003csub\u003eST\u003c\/sub\u003e\u003c\/p\u003e\u003cp\u003e Laercio R. Porto-Neto, Seung Hwan Lee, Hak Kyo Lee, and Cedric Gondro\u003c\/p\u003e\u003cp\u003e \u003c\/p\u003e\u003cp\u003e20. Association Weight Matrix: A Network-Based Approach Towards Functional Genome-Wide Association Studies\u003c\/p\u003e\u003cp\u003e Antonio Reverter and Marina R.S. Fortes\u003c\/p\u003e\u003cp\u003e \u003c\/p\u003e\u003cp\u003e21. Mixed Effects Structural Equation Models and Phenotypic Causal Networks\u003c\/p\u003e\u003cp\u003e Bruno Dourado Valente and Guilherme Jordão de Magalhães Rosa\u003c\/p\u003e\u003cp\u003e \u003c\/p\u003e\u003cp\u003e22. Epistasis, Complexity, and Multifactor Dimensionality Reduction\u003c\/p\u003e\u003cp\u003e Qinxin Pan, Ting Hu, and Jason H. Moore\u003c\/p\u003e\u003cp\u003e \u003c\/p\u003e\u003cp\u003e23. Applications of Multifactor Dimensionality Reduction to Genome-Wide Data Using the R Package 'MDR'\u003c\/p\u003e\u003cp\u003e Stacey Winham\u003c\/p\u003e\u003cp\u003e \u003c\/p\u003e\u003cp\u003e24. Higher Order Interactions: Detection of Epistasis Using Machine Learning and Evolutionary Computation\u003c\/p\u003e\u003cp\u003e Ronald M. Nelson, Marcin Kierczak, and Örjan Carlborg\u003c\/p\u003e\u003cp\u003e \u003c\/p\u003e\u003cp\u003e25. Incorporating Prior Knowledge to Increase the Power of Genome-Wide Association Studies\u003c\/p\u003e\u003cp\u003e Ashley Petersen, Justin Spratt, and Nathan L. Tintle\u003c\/p\u003e\u003cp\u003e \u003c\/p\u003e\u003cp\u003e26. Genomic Selection in Animal Breeding Programs\u003c\/p\u003e\u003cp\u003e Julius van der Werf\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Cedric Gondro\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1493959646\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781493959648\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Humana\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 04\/30\/2017\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 566\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 2.19lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 10.00h x 7.00w x 1.17d","brand":"Cedric Gondro","offers":[{"title":"Paperback","offer_id":43936288702719,"sku":"9781493959648","price":169.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/products\/img_028d4066-e241-44e2-adb1-8e1f86f24228.jpg?v=1681424687","url":"https:\/\/www.whiterainbookhouse.com\/products\/genome-wide-association-studies-and-genomic-cedric-gondro-9781493959648","provider":"WR Book House","version":"1.0","type":"link"}