A multi-marker association method for genome-wide association studies without the need for population structure correction

Assessing statistical significance in multivariable genome wide association analysis

(2016) Laura Buzdugan et al.   BIOINFORMATICS

Hierarchical Testing in the High-Dimensional Setting With Correlated Variables

(2016) Jacopo Mandozzi et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Testing for genetic associations in arbitrarily structured populations

(2015) Minsun Song et al.   NATURE GENETICS

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

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

Advantages and pitfalls in the application of mixed-model association methods

(2014) Jian Yang et al.   NATURE GENETICS

The NHGRI GWAS Catalog, a curated resource of SNP-trait associations

(2013) Danielle Welter et al.   NUCLEIC ACIDS RESEARCH

Polygenic Modeling with Bayesian Sparse Linear Mixed Models

(2013) Xiang Zhou et al.   PLoS Genetics

A Lasso multi-marker mixed model for association mapping with population structure correction

(2012) Barbara Rakitsch et al.   BIOINFORMATICS

Natural Arabidopsis brx Loss-of-Function Alleles Confer Root Adaptation to Acidic Soil

(2012) Bojan Gujas et al.   CURRENT BIOLOGY

Rapid variance components–based method for whole-genome association analysis

(2012) Gulnara R Svishcheva et al.   NATURE GENETICS

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

(2012) Vincent Segura et al.   NATURE GENETICS

Genome-wide efficient mixed-model analysis for association studies

(2012) Xiang Zhou et al.   NATURE GENETICS

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

(2012) Matthew W Horton et al.   NATURE GENETICS

Improved linear mixed models for genome-wide association studies

(2012) Jennifer Listgarten et al.   NATURE METHODS

The nature of confounding in genome-wide association studies

(2012) Bjarni J. Vilhjálmsson et al.   NATURE REVIEWS GENETICS

The recombination landscape in Arabidopsis thaliana F2 populations

(2011) P A Salomé et al.   HEREDITY

Genetic risk and a primary role for cell-mediated immune mechanisms in multiple sclerosis

(2011) Stephen Sawcer et al.   NATURE

Whole-genome sequencing of multiple Arabidopsis thaliana populations

(2011) Jun Cao et al.   NATURE GENETICS

FaST linear mixed models for genome-wide association studies

(2011) Christoph Lippert et al.   NATURE METHODS

Ridge Regression and Other Kernels for Genomic Selection with R Package rrBLUP

(2011) Jeffrey B. Endelman   Plant Genome

R/qtl: high-throughput multiple QTL mapping: Fig. 1.

(2010) Danny Arends et al.   BIOINFORMATICS

A high-resolution association mapping panel for the dissection of complex traits in mice

(2010) B. J. Bennett et al.   GENOME RESEARCH

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

PEPR2 Is a Second Receptor for the Pep1 and Pep2 Peptides and Contributes to Defense Responses in Arabidopsis

(2010) Y. Yamaguchi et al.   PLANT CELL

Mapping in Structured Populations by Resample Model Averaging

(2009) William Valdar et al.   GENETICS

The genetics of quantitative traits: challenges and prospects

(2009) Trudy F. C. Mackay et al.   NATURE REVIEWS GENETICS

Hierarchical testing of variable importance

(2008) N. Meinshausen   BIOMETRIKA

Efficient Control of Population Structure in Model Organism Association Mapping

(2008) H. M. Kang et al.   GENETICS

Efficient Methods to Compute Genomic Predictions

(2008) P.M. VanRaden   JOURNAL OF DAIRY SCIENCE

Genome-wide association studies for complex traits: consensus, uncertainty and challenges

(2008) Mark I. McCarthy et al.   NATURE REVIEWS GENETICS