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

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

(2014) G. Tucker et al.   GENETICS

MultiBLUP: improved SNP-based prediction for complex traits

(2014) Doug Speed et al.   GENOME RESEARCH

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

(2014) Jian Yang et al.   NATURE GENETICS

MASTOR: Mixed-Model Association Mapping of Quantitative Traits in Samples with Related Individuals

(2013) Johanna Jakobsdottir et al.   AMERICAN JOURNAL OF HUMAN GENETICS

Nonsense mutation in the LGR4 gene is associated with several human diseases and other traits

(2013) Unnur Styrkarsdottir et al.   NATURE

FaST-LMM-Select for addressing confounding from spatial structure and rare variants

(2013) Jennifer Listgarten et al.   NATURE GENETICS

Pitfalls of predicting complex traits from SNPs

(2013) Naomi R. Wray et al.   NATURE REVIEWS GENETICS

Employing a Monte Carlo Algorithm in Newton-Type Methods for Restricted Maximum Likelihood Estimation of Genetic Parameters

(2013) Kaarina Matilainen et al.   PLoS One

Polygenic Modeling with Bayesian Sparse Linear Mixed Models

(2013) Xiang Zhou et al.   PLoS Genetics

A novel variational Bayes multiple locus Z-statistic for genome-wide association studies with Bayesian model averaging

(2012) Benjamin A. Logsdon et al.   BIOINFORMATICS

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

(2012) Barbara Rakitsch et al.   BIOINFORMATICS

Whole-Genome Regression and Prediction Methods Applied to Plant and Animal Breeding

(2012) G. de los Campos et al.   GENETICS

Bayesian inference analyses of the polygenic architecture of rheumatoid arthritis

(2012) Eli A Stahl et al.   NATURE GENETICS

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

A mixed-model approach for genome-wide association studies of correlated traits in structured populations

(2012) Arthur Korte et al.   NATURE GENETICS

Genome-wide efficient mixed-model analysis for association studies

(2012) Xiang Zhou et al.   NATURE GENETICS

Improved linear mixed models for genome-wide association studies

(2012) Jennifer Listgarten et al.   NATURE METHODS

Genomic inflation factors under polygenic inheritance

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

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

(2011) Stephen Sawcer et al.   NATURE

Genome partitioning of genetic variation for complex traits using common SNPs

(2011) Jian Yang et al.   NATURE GENETICS

FaST linear mixed models for genome-wide association studies

(2011) Christoph Lippert et al.   NATURE METHODS

Web-Based Genome-Wide Association Study Identifies Two Novel Loci and a Substantial Genetic Component for Parkinson's Disease

(2011) Chuong B. Do et al.   PLoS Genetics

A variational Bayes algorithm for fast and accurate multiple locus genome-wide association analysis

(2010) Benjamin A Logsdon et al.   BMC BIOINFORMATICS

Common SNPs explain a large proportion of the heritability for human height

(2010) Jian Yang et al.   NATURE GENETICS

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

A Generalized Family-Based Association Test for Dichotomous Traits

(2009) Wei-Min Chen et al.   AMERICAN JOURNAL OF HUMAN GENETICS

Bayesian statistical methods for genetic association studies

(2009) Matthew Stephens et al.   NATURE REVIEWS GENETICS

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

Rationale, Design, and Methodology of the Women's Genome Health Study: A Genome-Wide Association Study of More Than 25 000 Initially Healthy American Women

(2007) P. M Ridker et al.   CLINICAL CHEMISTRY

Technical Note: Computing Strategies in Genome-Wide Selection

(2007) A. Legarra et al.   JOURNAL OF DAIRY SCIENCE