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Applied computational genomics

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Applied computational genomics

Record Type:	Electronic resources : Monograph/item
Title/Author:	Applied computational genomicsedited by Yin Yao.
other author:	Yao, Yin.
Published:	Singapore :Springer Singapore :2018.
Description:	vii, 150 p. :ill., digital ;24 cm.
Contained By:	Springer eBooks
Subject:	GenomicsMathematics.
Online resource:	https://doi.org/10.1007/978-981-13-1071-3
ISBN:	9789811310713$q(electronic bk.)

Applied computational genomics
Applied computational genomics[electronic resource] /edited by Yin Yao. - 2nd ed. - Singapore :Springer Singapore :2018. - vii, 150 p. :ill., digital ;24 cm. - Translational bioinformatics,v.132213-2775 ;. - Translational bioinformatics ;v.2.

Introduction -- Exploring Polygenic Overlap Between ADHD and OCD -- Concepts of Genetic Epidemiology -- Rare Variants Analysis in Unrelated Individuals -- Whole Genome Association of Treatment Response in OCD -- QTL Mapping of Molecular Traits for Studies of Human Complex Diseases -- From Family Study to Population Study: A History of Genetic Mapping for Nasopharyngeal Carcinoma (NPC) -- Test for Nonlinear Dependence of Two Continuous Variables -- Analytical Approaches for Exome Sequence Data -- Machine Learning Approaches: Data Integration for Disease Prediction and Prognosis -- OCD Genomics and Future Looks.

The volume provides a review of statistical development and application in the area of human genomics, including candidate gene mapping, linkage analysis, population-based genome-wide association, exon sequencing, and whole genome sequencing analysis. The authors are extremely experienced in the field of statistical genomics and will give a detailed introduction to the evolution of the field, as well as critical comments on the advantages and disadvantages of the proposed statistical models. The future directions of translational biology will also be described.

ISBN: 9789811310713$q(electronic bk.)

Standard No.: 10.1007/978-981-13-1071-3doiSubjects--Topical Terms:

821874
Genomics
--Mathematics.

LC Class. No.: QH447 / .A675 2018

Dewey Class. No.: 572.86

Applied computational genomics
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505 0 $a Introduction -- Exploring Polygenic Overlap Between ADHD and OCD -- Concepts of Genetic Epidemiology -- Rare Variants Analysis in Unrelated Individuals -- Whole Genome Association of Treatment Response in OCD -- QTL Mapping of Molecular Traits for Studies of Human Complex Diseases -- From Family Study to Population Study: A History of Genetic Mapping for Nasopharyngeal Carcinoma (NPC) -- Test for Nonlinear Dependence of Two Continuous Variables -- Analytical Approaches for Exome Sequence Data -- Machine Learning Approaches: Data Integration for Disease Prediction and Prognosis -- OCD Genomics and Future Looks.
520 $a The volume provides a review of statistical development and application in the area of human genomics, including candidate gene mapping, linkage analysis, population-based genome-wide association, exon sequencing, and whole genome sequencing analysis. The authors are extremely experienced in the field of statistical genomics and will give a detailed introduction to the evolution of the field, as well as critical comments on the advantages and disadvantages of the proposed statistical models. The future directions of translational biology will also be described.
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