Data quality control in genetic case-control association studies
This protocol details the steps for data quality assessment and control that are typically
carried out during case-control association studies. The steps described involve the …
carried out during case-control association studies. The steps described involve the …
Basic statistical analysis in genetic case-control studies
This protocol describes how to perform basic statistical analysis in a population-based
genetic association case-control study. The steps described involve the (i) appropriate …
genetic association case-control study. The steps described involve the (i) appropriate …
Genomic control for association studies
A dense set of single nucleotide polymorphisms (SNP) covering the genome and an efficient
method to assess SNP genotypes are expected to be available in the near future. An …
method to assess SNP genotypes are expected to be available in the near future. An …
Trimming, weighting, and grouping SNPs in human case-control association studies
J Hoh, A Wille, J Ott - Genome research, 2001 - genome.cshlp.org
The search for genes underlying complex traits has been difficult and often disappointing.
The main reason for these difficulties is that several genes, each with rather small effect …
The main reason for these difficulties is that several genes, each with rather small effect …
Quality control for genome-wide association studies
ME Weale - Genetic variation: methods and protocols, 2010 - Springer
This chapter is a comprehensive review of quality control (QC) methods for SNP-based
genotyping panels used in genome-wide association studies. These include QC on …
genotyping panels used in genome-wide association studies. These include QC on …
Population structure, differential bias and genomic control in a large-scale, case-control association study
DG Clayton, NM Walker, DJ Smyth, R Pask… - Nature …, 2005 - nature.com
The main problems in drawing causal inferences from epidemiological case-control studies
are confounding by unmeasured extraneous factors, selection bias and differential …
are confounding by unmeasured extraneous factors, selection bias and differential …
Introduction to genetic association studies
Genetic association studies are used to find candidate genes or genome regions that
contribute to a specific disease by testing for a correlation between disease status and …
contribute to a specific disease by testing for a correlation between disease status and …
Case–control studies of association in structured or admixed populations
JK Pritchard, P Donnelly - Theoretical population biology, 2001 - Elsevier
Case–control tests for association are an important tool for mapping complex-trait genes. But
population structure can invalidate this approach, leading to apparent associations at …
population structure can invalidate this approach, leading to apparent associations at …
Robust genomic control for association studies
G Zheng, B Freidlin, JL Gastwirth - The American Journal of Human …, 2006 - cell.com
Population-based case-control studies are a useful method to test for a genetic association
between a trait and a marker. However, the analysis of the resulting data can be affected by …
between a trait and a marker. However, the analysis of the resulting data can be affected by …
Power and sample size calculations in the presence of phenotype errors for case/control genetic association studies
BJ Edwards, C Haynes, MA Levenstien, SJ Finch… - BMC genetics, 2005 - Springer
Background Phenotype error causes reduction in power to detect genetic association. We
present a quantification of phenotype error, also known as diagnostic error, on power and …
present a quantification of phenotype error, also known as diagnostic error, on power and …