Applied Computational Genomics

• Corporate Author: SpringerLink (Online service)
• Other Authors: Yao, Yin (Editor, http://id.loc.gov/vocabulary/relators/edt)
• Format: Electronic eBook
• Language: English
• Published: Singapore : Springer Singapore : Imprint: Springer, 2018.
• Edition: 2nd ed. 2018.
• Series: Translational Bioinformatics, 13
• Subjects: Human genetics.; Bioinformatics.; Biotechnology.; Human Genetics.

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...

Table of Contents:

• 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.