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Epistasis: Methods and Protocols: Methods in Molecular Biology, cartea 1253

Editat de Jason H. Moore, Scott M. Williams
en Limba Engleză Hardback – 17 noi 2014
This volume presents a valuable and readily reproducible collection of established and emerging techniques on modern genetic analyses. Chapters focus on statistical or data mining analyses, genetic architecture, the burden of multiple testing, genetic variance, measuring epistasis, multifactor dimensionality reduction, and ReliefF. Written in the highly successful Methods in Molecular Biology series format, chapters include introductions to their respective topics, lists of the necessary materials and reagents, step-by-step, readily reproducible laboratory protocols, and key tips on troubleshooting and avoiding known pitfalls.
Authoritative and practical, Epistasis: Methods and Protocols aids scientists in continuing to study elucidate epistasis in the context of modern data availability.
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Specificații

ISBN-13: 9781493921546
ISBN-10: 1493921541
Pagini: 360
Ilustrații: X, 350 p. 61 illus., 17 illus. in color.
Dimensiuni: 178 x 254 x 25 mm
Greutate: 0.84 kg
Ediția:2015
Editura: Springer
Colecția Humana
Seria Methods in Molecular Biology

Locul publicării:New York, NY, United States

Public țintă

Professional/practitioner

Cuprins

Long Term Selection Experiments: Epistasis and The Response To Selection.- Finding the Epistasis Needles in the Genome-Wide Haystack.- Biological Knowledge-Driven Analysis of Epistasis in Human GWAS with Application to Lipid Traits.- Epistasis for Quantitative Traits in Drosophila.- Epistasis In The Risk Of Human Neuropsychiatric Disease.- On the Partitioning of Genetic Variance with Epistasis.- Measuring Gene Interactions.- Two Rules for the Detection and Quantification of Epistasis and other Interaction Effects.- Direct Approach to Modeling Epistasis.- Capacitating Epistasis  - Detection and Role in the Genetic Architecture of Complex Traits.- Compositional Epistasis: An Epidemiologic Perspective.- Identification Of GenomeWide SNPSNP and SNPClinical Boolean Interactions In AgeRelated Macular Degeneration.- Epistasis Analysis Using Information Theory.- Genome-Wide Epistasis and Pleiotropy Characterized by the Bipartite Human.- Network Theory for Data-Driven Epistasis Networks.-  Epistasis Analysis Using Multifactor Dimensionality Reduction.-  Epistasis Analysis Using ReliefF.- Epistasis Analysis Using Artificial Intelligence.

Textul de pe ultima copertă

This volume presents a valuable and readily reproducible collection of established and emerging techniques on modern genetic analyses. Chapters focus on statistical or data mining analyses, genetic architecture, the burden of multiple testing, genetic variance, measuring epistasis, multifactor dimensionality reduction, and ReliefF. Written in the highly successful Methods in Molecular Biology series format, chapters include introductions to their respective topics, lists of the necessary materials and reagents, step-by-step, readily reproducible laboratory protocols, and key tips on troubleshooting and avoiding known pitfalls.
 
Authoritative and practical, Epistasis: Methods and Protocols aids scientists in continuing to study elucidate epistasis in the context of modern data availability.

Caracteristici

Includes cutting-edge methods and protocols Provides step-by-step detail essential for reproducible results Contains key notes and implementation advice from the experts Includes supplementary material: sn.pub/extras