Applied Computational Genomics

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 fie...

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Médium: Elektronický zdroj E-kniha
Jazyk:English
Vydavateľské údaje: Singapore : Springer Singapore , 2018.
Vydanie:2nd ed. 2018.
Edícia:Translational Bioinformatics, 13
Predmet:
Human genetics.
Bioinformatics.
Biotechnology.
ISBN:9789811310713
ISSN:2213-2775 ;
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Obsah:
  • 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.

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