Design, Analysis, and Interpretation of Genome-Wide Association Scans

This book presents the statistical aspects of designing, analyzing and interpreting the results of genome-wide association scans (GWAS studies) for genetic causes of disease using unrelated subjects. Particular detail is given to the practical aspects of employing the bioinformatics and data handlin...

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Bibliographic Details
Main Author: Stram, Daniel O.
Format: eBook
Language:English
Published: New York, NY Springer New York 2014, 2014
Edition:1st ed. 2014
Series:Statistics for Biology and Health
Subjects:
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
Table of Contents:
  • Introduction to Genome-Wide Association Studies
  • Topics of Quantitative Genetics
  • An Introduction to Association Studies
  • Correcting for Hidden Population Structure in Single Marker Association Testing and Estimation
  • Haplotype Imputation for Association Analysis
  • SNP Imputation for Association Studies
  • Design of Large-scale Genetic Association Studies, Sample Size and Power
  • Post-GWAS Analyses