Epistasis Methods and Protocols /

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 dimen...

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Bibliographic Details
Corporate Author: SpringerLink (Online service)
Other Authors: Moore, Jason H. (Editor, http://id.loc.gov/vocabulary/relators/edt), Williams, Scott M. (Editor, http://id.loc.gov/vocabulary/relators/edt)
Format: Electronic eBook
Language:English
Published: New York, NY : Springer New York : Imprint: Humana, 2015.
Edition:1st ed. 2015.
Series:Methods in Molecular Biology, 1253
Subjects:
Online Access:https://doi.org/10.1007/978-1-4939-2155-3
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Table of Contents:
  • 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 Genome—Wide SNP—SNP and SNP—Clinical Boolean Interactions In Age—Related 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.