Population stratification correction using Bayesian shrinkage priors for genetic association studies

Evaluation of population stratification adjustment using genome‐wide or exonic variants

(2020) Yuning Chen et al.   GENETIC EPIDEMIOLOGY

The loss-of-function mutation of CETP affects HDLc levels but not ApoA1 in patients with acute myocardial infarction

(2020) Weiping Li et al.   NUTRITION METABOLISM AND CARDIOVASCULAR DISEASES

Efficient Variant Set Mixed Model Association Tests for Continuous and Binary Traits in Large-Scale Whole-Genome Sequencing Studies

(2019) Han Chen et al.   AMERICAN JOURNAL OF HUMAN GENETICS

Is population structure in the genetic biobank era irrelevant, a challenge, or an opportunity?

(2019) Daniel John Lawson et al.   HUMAN GENETICS

Evaluation of methods for adjusting population stratification in genome‐wide association studies: Standard versus categorical principal component analysis

(2019) Asuman S. Turkmen et al.   ANNALS OF HUMAN GENETICS

Genetic analyses of diverse populations improves discovery for complex traits

(2019) Genevieve L. Wojcik et al.   NATURE

Principals about principal components in statistical genetics

(2018) Fentaw Abegaz et al.   BRIEFINGS IN BIOINFORMATICS

Efficiently controlling for case-control imbalance and sample relatedness in large-scale genetic association studies

(2018) Wei Zhou et al.   NATURE GENETICS

A practical approach to adjusting for population stratification in genome-wide association studies: principal components and propensity scores (PCAPS)

(2018) Huaqing Zhao et al.   Statistical Applications in Genetics and Molecular Biology

On the substructure controls in rare variant analysis: Principal components or variance components?

(2017) Yiwen Luo et al.   GENETIC EPIDEMIOLOGY

Control for Population Structure and Relatedness for Binary Traits in Genetic Association Studies via Logistic Mixed Models

(2016) Han Chen et al.   AMERICAN JOURNAL OF HUMAN GENETICS

Robust Inference of Population Structure for Ancestry Prediction and Correction of Stratification in the Presence of Relatedness

(2015) Matthew P. Conomos et al.   GENETIC EPIDEMIOLOGY

Efficient Bayesian mixed-model analysis increases association power in large cohorts

(2015) Po-Ru Loh et al.   NATURE GENETICS

Improving the Power of GWAS and Avoiding Confounding from Population Stratification with PC-Select

(2014) G. Tucker et al.   GENETICS

On the Analysis of a Repeated Measure Design in Genome-Wide Association Analysis

(2014) Young Lee et al.   International Journal of Environmental Research and Public Health

The Genotype-Tissue Expression (GTEx) project

(2013) John Lonsdale et al.   NATURE GENETICS

Correcting for Population Structure and Kinship Using the Linear Mixed Model: Theory and Extensions

(2013) Gabriel E. Hoffman   PLoS One

Differential confounding of rare and common variants in spatially structured populations

(2012) Iain Mathieson et al.   NATURE GENETICS

Multi-Ethnic Analysis of Lipid-Associated Loci: The NHLBI CARe Project

(2012) Kiran Musunuru et al.   PLoS One

Choice of population structure informative principal components for adjustment in a case-control study

(2011) Gina M Peloso et al.   BMC GENETICS

Control of Population Stratification by Correlation-Selected Principal Components

(2010) Seunggeun Lee et al.   BIOMETRICS

Variance component model to account for sample structure in genome-wide association studies

(2010) Hyun Min Kang et al.   NATURE GENETICS

New approaches to population stratification in genome-wide association studies

(2010) Alkes L. Price et al.   NATURE REVIEWS GENETICS

Genomic-Enabled Prediction Based on Molecular Markers and Pedigree Using the Bayesian Linear Regression Package in R

(2010) Paulino Pérez et al.   Plant Genome

Lipoprotein lipase: from gene to obesity

(2009) Hong Wang et al.   AMERICAN JOURNAL OF PHYSIOLOGY-ENDOCRINOLOGY AND METABOLISM

Testing for genetic association in the presence of population stratification in genome-wide association studies

(2009) Kai Wang   GENETIC EPIDEMIOLOGY

Genetic background comparison using distance-based regression, with applications in population stratification evaluation and adjustment

(2009) Qizhai Li et al.   GENETIC EPIDEMIOLOGY

Genetics in geographically structured populations: defining, estimating and interpreting FST

(2009) Kent E. Holsinger et al.   NATURE REVIEWS GENETICS

Genetic-epidemiological evidence on genes associated with HDL cholesterol levels: A systematic in-depth review

(2008) Eva Boes et al.   EXPERIMENTAL GERONTOLOGY

Efficient Control of Population Structure in Model Organism Association Mapping

(2008) H. M. Kang et al.   GENETICS

The Bayesian Lasso

(2008) Trevor Park et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Population Substructure and Control Selection in Genome-Wide Association Studies

(2008) Kai Yu et al.   PLoS One