Back to search

Principal components analysis corrects for stratification in genome-wide association studies

Data up to Jan 2025

Published2006
Citations9,771
References38

Total Citations Per Year

Abstract

References (38)

Inference of Population Structure Using Multilocus Genotype Data

2000 • 32,000 citations

THE GENETICAL STRUCTURE OF POPULATIONS

1949 • 6,656 citations

A haplotype map of the human genome

2005 • 5,856 citations

Genetic Dissection of Complex Traits

1994 • 3,497 citations

A User's Guide to Principal Components

1993 • 3,432 citations

The History and Geography of Human Genes

2018 • 3,334 citations

Genomic Control for Association Studies

1999 • 3,132 citations

Genome-wide association studies for common diseases and complex traits

2005 • 2,844 citations

Tests for Linear Trends in Proportions and Frequencies

1955 • 2,021 citations

Association Mapping in Structured Populations

2000 • 1,990 citations

On the distribution of the largest eigenvalue in principal components analysis

2001 • 1,935 citations

Meta-analysis of genetic association studies supports a contribution of common variants to susceptibility to common disease

2003 • 1,925 citations

History and Geography of Human Genes

1994 • 1,892 citations

Genetic Signatures of Strong Recent Positive Selection at the Lactase Gene

2004 • 1,131 citations

Identification of a variant associated with adult-type hypolactasia

2002 • 977 citations

Phase transition of the largest eigenvalue for nonnull complex sample covariance matrices

2005 • 936 citations

The effects of human population structure on large genetic association studies

2004 • 888 citations

Assessing the impact of population stratification on genetic association studies

2004 • 805 citations

The prevalence of multiple sclerosis in the world: an update

2001 • 661 citations

Synthetic Maps of Human Gene Frequencies in Europeans

1978 • 659 citations

Clines, Clusters, and the Effect of Study Design on the Inference of Human Population Structure

2005 • 561 citations

Population structure, differential bias and genomic control in a large-scale, case-control association study

2005 • 533 citations

A method for quantifying differentiation between populations at multi-allelic loci and its implications for investigating identity and paternity

1995 • 520 citations

Demonstrating stratification in a European American population

2005 • 449 citations

Evidence for Gradients of Human Genetic Diversity Within and Among Continents

2004 • 425 citations

Demic Expansions and Human Evolution

1993 • 417 citations

Case–Control Studies of Association in Structured or Admixed Populations

2001 • 400 citations

Detecting association in a case-control study while correcting for population stratification

2000 • 377 citations

Global Epidemiology of Hemoglobin Disorders

1998 • 353 citations

An Icelandic example of the impact of population structure on association studies

2004 • 289 citations

Accounting for Unmeasured Population Substructure in Case-Control Studies of Genetic Association Using a Novel Latent-Class Model

2001 • 253 citations

Untitled

2002 • 240 citations

Assessing Population Differentiation and Isolation from Single-Nucleotide Polymorphism Data

2002 • 235 citations

Recent Developments in Genomewide Association Scans: A Workshop Summary and Review

2005 • 206 citations

A User's Guide to Principal Components.

1992 • 155 citations

Prevalence of rheumatoid arthritis in Italy: the Chiavari study

1998 • 133 citations

Logistic regression protects against population structure in genetic association studies

2005 • 121 citations

Contribution of Factor VII Genotype to Activated FVII Levels

1997 • 97 citations

Cited By (0)

No citing papers found in database

Principal components analysis corrects for stratification in genome-wide association… (2006) – Nature Genetics | Metascience Observatory Explorer