Computational methods for genetics of complex traits
著者
書誌事項
Computational methods for genetics of complex traits
(Advances in genetics / edited by E.W. Caspari and M. Demerec, v. 72)
Academic Press, an imprint of Elsevier, 2010
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注記
Includes bibliographies and index
内容説明・目次
内容説明
The field of genetics is rapidly evolving, and new medical breakthroughs are occurring as a result of advances in knowledge gained from genetics reasearch. This thematic volume of Advances in Genetics looks at Computational Methods for Genetics of Complex traits.
目次
Logic Regression and Extensions
Holger Schwender and Ingo Ruczinski
2. Complex System Approaches to Genetic Analysis: Bayesian Approaches
Melanie A. Wilson, James W. Burley, Duncan C. Thomas, and David V. Conti
3. Multigenic Modeling of Complex Disease by Random Forests
Yan V. Sun
4. Detecting, Characterizing and Interpreting Nonlinear Gene-Gene Interactions using Multifactor Dimensionality Reduction
Jason H. Moore, Ph.D
5. The Restricted Partition Method
Rob Culverhouse, Ph.D
6. Statistical Methods For Pathway Analysis Of Genome-Wide Data For Association With Complex Genetic Traits
Peter Holmans
7. Providing Context and Interpretability to Genetic Association Analysis Results Using the KGraph
Reagan J. Kelly, Jennifer A. Smith, and Sharon L.R. Kardia
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