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

A novel association test for multiple secondary phenotypes from a case-control GWAS

(2017) Debashree Ray 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

Global Individual Ancestry Using Principal Components for Family Data

(2015) Mariza de Andrade et al.   HUMAN HEREDITY

Principal Component Regression and Linear Mixed Model in Association Analysis of Structured Samples: Competitors or Complements?

(2014) Yiwei Zhang et al.   GENETIC EPIDEMIOLOGY

Robust methods for population stratification in genome wide association studies

(2013) Li Liu et al.   BMC BIOINFORMATICS

Adjusting for Population Stratification in a Fine Scale With Principal Components and Sequencing Data

(2013) Yiwei Zhang et al.   GENETIC EPIDEMIOLOGY

Adjustment for Population Stratification via Principal Components in Association Analysis of Rare Variants

(2012) Yiwei Zhang et al.   GENETIC EPIDEMIOLOGY

Stratification-Score Matching Improves Correction for Confounding by Population Stratification in Case-Control Association Studies

(2012) Michael P. Epstein et al.   GENETIC EPIDEMIOLOGY

Correcting for Population Stratification in Genomewide Association Studies

(2011) D. Y. Lin et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Accounting for Population Stratification in Practice: A Comparison of the Main Strategies Dedicated to Genome-Wide Association Studies

(2011) Matthieu Bouaziz et al.   PLoS One

Score-based adjustment for confounding by population stratification in genetic association studies

(2010) Andrew Allen et al.   GENETIC EPIDEMIOLOGY

Quantification of Population Structure Using Correlated SNPs by Shrinkage Principal Components

(2010) Fei Zou et al.   HUMAN HEREDITY

Mixed linear model approach adapted for genome-wide association studies

(2010) Zhiwu Zhang et al.   NATURE GENETICS

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

A propensity score approach to correction for bias due to population stratification using genetic and non-genetic factors

(2009) Huaqing Zhao et al.   GENETIC EPIDEMIOLOGY

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

(2009) Qizhai Li et al.   GENETIC EPIDEMIOLOGY

Common variation in KITLG and at 5q31.3 predisposes to testicular germ cell cancer

(2009) Peter A Kanetsky et al.   NATURE GENETICS

On the Use of General Control Samples for Genome-wide Association Studies: Genetic Matching Highlights Causal Variants

(2008) Diana Luca et al.   AMERICAN JOURNAL OF HUMAN GENETICS

A Unified Association Analysis Approach for Family and Unrelated Samples Correcting for Stratification

(2008) Xiaofeng Zhu et al.   AMERICAN JOURNAL OF HUMAN GENETICS

Improved correction for population stratification in genome-wide association studies by identifying hidden population structures

(2007) Qizhai Li et al.   GENETIC EPIDEMIOLOGY