An efficient multi-locus mixed-model approach for genome-wide association studies in structured populations

Genome-wide patterns of genetic variation in worldwide Arabidopsis thaliana accessions from the RegMap panel

(2012) Matthew W Horton et al.   NATURE GENETICS

Genomic inflation factors under polygenic inheritance

(2011) Jian Yang et al.   EUROPEAN JOURNAL OF HUMAN GENETICS

Genome-wide association study of leaf architecture in the maize nested association mapping population

(2011) Feng Tian et al.   NATURE GENETICS

Joint Identification of Multiple Genetic Variants via Elastic-Net Variable Selection in a Genome-Wide Association Analysis

(2010) Seoae Cho et al.   ANNALS OF HUMAN GENETICS

SNP Selection in genome-wide and candidate gene studies via penalized logistic regression

(2010) Kristin L. Ayers et al.   GENETIC EPIDEMIOLOGY

Conditions Under Which Genome-Wide Association Studies Will be Positively Misleading

(2010) A. Platt et al.   GENETICS

Fast and Robust Association Tests for Untyped SNPs in Case-Control Studies

(2010) Andrew S. Allen et al.   HUMAN HEREDITY

Identifying QTLs and Epistasis in Structured Plant Populations Using Adaptive Mixed LASSO

(2010) Dong Wang et al.   JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS

Genome-wide association study of 107 phenotypes in Arabidopsis thaliana inbred lines

(2010) Susanna Atwell et al.   NATURE

Biological, clinical and population relevance of 95 loci for blood lipids

(2010) Tanya M. Teslovich et al.   NATURE

A map of human genome variation from population-scale sequencing

(2010) Richard M. Durbin et al.   NATURE

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

Population Structure and Cryptic Relatedness in Genetic Association Studies

(2010) William Astle et al.   STATISTICAL SCIENCE

Rare Variants Create Synthetic Genome-Wide Associations

(2010) Samuel P. Dickson et al.   PLOS BIOLOGY

A Coastal Cline in Sodium Accumulation in Arabidopsis thaliana Is Driven by Natural Variation of the Sodium Transporter AtHKT1;1

(2010) Ivan Baxter et al.   PLoS Genetics

Mapping in Structured Populations by Resample Model Averaging

(2009) William Valdar et al.   GENETICS

Bayesian statistical methods for genetic association studies

(2009) Matthew Stephens et al.   NATURE REVIEWS GENETICS

Accommodating Linkage Disequilibrium in Genetic-Association Analyses via Ridge Regression

(2008) Nathalie Malo et al.   AMERICAN JOURNAL OF HUMAN GENETICS

Extended Bayesian information criteria for model selection with large model spaces

(2008) J. Chen et al.   BIOMETRIKA

Efficient Control of Population Structure in Model Organism Association Mapping

(2008) H. M. Kang et al.   GENETICS

Genome-wide association analysis of metabolic traits in a birth cohort from a founder population

(2008) Chiara Sabatti et al.   NATURE GENETICS

Common variants at 30 loci contribute to polygenic dyslipidemia

(2008) Sekar Kathiresan et al.   NATURE GENETICS

Simultaneous Analysis of All SNPs in Genome-Wide and Re-Sequencing Association Studies

(2008) Clive J. Hoggart et al.   PLoS Genetics