Efficient multivariate linear mixed model algorithms for genome-wide association studies

Improving the Accuracy and Efficiency of Partitioning Heritability into the Contributions of Genomic Regions

(2013) Emrah Kostem et al.   AMERICAN JOURNAL OF HUMAN GENETICS

Efficient computation with a linear mixed model on large-scale data sets with applications to genetic studies

(2013) Matti Pirinen et al.   Annals of Applied Statistics

Dissecting High-Dimensional Phenotypes with Bayesian Sparse Factor Analysis of Genetic Covariance Matrices

(2013) D. E. Runcie et al.   GENETICS

A Unified Framework for Association Analysis with Multiple Related Phenotypes

(2013) Matthew Stephens   PLoS One

Polygenic Modeling with Bayesian Sparse Linear Mixed Models

(2013) Xiang Zhou et al.   PLoS Genetics

Estimation of pleiotropy between complex diseases using single-nucleotide polymorphism-derived genomic relationships and restricted maximum likelihood

(2012) S.H. Lee et al.   BIOINFORMATICS

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

MultiPhen: Joint Model of Multiple Phenotypes Can Increase Discovery in GWAS

(2012) Paul F. O’Reilly et al.   PLoS One

Heritability and Genetic Correlations Explained by Common SNPs for Metabolic Syndrome Traits

(2012) Shashaank Vattikuti et al.   PLoS Genetics

FaST linear mixed models for genome-wide association studies

(2011) Christoph Lippert et al.   NATURE METHODS

Single-Tissue and Cross-Tissue Heritability of Gene Expression Via Identity-by-Descent in Related or Unrelated Individuals

(2011) Alkes L. Price et al.   PLoS Genetics

GCTA: A Tool for Genome-wide Complex Trait Analysis

(2010) Jian Yang et al.   AMERICAN JOURNAL OF HUMAN GENETICS

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

Population Structure and Cryptic Relatedness in Genetic Association Studies

(2010) William Astle et al.   STATISTICAL SCIENCE

Increased accuracy of artificial selection by using the realized relationship matrix: Erratum

(2009)   Genetics Research

Statistical Estimation of Correlated Genome Associations to a Quantitative Trait Network

(2009) Seyoung Kim et al.   PLoS Genetics

A multivariate test of association

(2008) Manuel A. R. Ferreira et al.   BIOINFORMATICS

Efficient Control of Population Structure in Model Organism Association Mapping

(2008) H. M. Kang et al.   GENETICS

Bayesian Quantitative Trait Loci Mapping for Multiple Traits

(2008) S. Banerjee 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