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

Leveraging input and output structures for joint mapping of epistatic and marginal eQTLs

(2012) S. Lee et al.   BIOINFORMATICS

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

(2012) Vincent Segura et al.   NATURE GENETICS

Conditional and joint multiple-SNP analysis of GWAS summary statistics identifies additional variants influencing complex traits

(2012) Jian Yang 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

Joint Modelling of Confounding Factors and Prominent Genetic Regulators Provides Increased Accuracy in Genetical Genomics Studies

(2012) Nicoló Fusi et al.   PLoS Computational Biology

Using Whole-Genome Sequence Data to Predict Quantitative Trait Phenotypes in Drosophila melanogaster

(2012) Ulrike Ober et al.   PLoS Genetics

FaST linear mixed models for genome-wide association studies

(2011) Christoph Lippert et al.   NATURE METHODS

Estimation for High-Dimensional Linear Mixed-Effects Models Using ℓ1-Penalization

(2011) JÜRG SCHELLDORFER et al.   SCANDINAVIAN JOURNAL OF STATISTICS

Multi-population GWA mapping via multi-task regularized regression

(2010) K. Puniyani et al.   BIOINFORMATICS

The Bayesian lasso for genome-wide association studies

(2010) Jiahan Li et al.   BIOINFORMATICS

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

(2010) A. Platt et al.   GENETICS

p-Values for High-Dimensional Regression

(2010) Nicolai Meinshausen et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Stability selection

(2010) Nicolai Meinshausen et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Genome-wide association study of CNVs in 16,000 cases of eight common diseases and 3,000 shared controls

(2010)   NATURE

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

(2010) Susanna Atwell et al.   NATURE

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

New approaches to population stratification in genome-wide association studies

(2010) Alkes L. Price et al.   NATURE REVIEWS GENETICS

Correction for hidden confounders in the genetic analysis of gene expression

(2010) J. Listgarten et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Estimating Effects and Making Predictions from Genome-Wide Marker Data

(2010) Michael E. Goddard et al.   STATISTICAL SCIENCE

The Scale of Population Structure in Arabidopsis thaliana

(2010) Alexander Platt et al.   PLoS Genetics

Genome-wide association analysis by lasso penalized logistic regression

(2009) Tong Tong Wu et al.   BIOINFORMATICS

Increased accuracy of artificial selection by using the realized relationship matrix

(2009) B. J. HAYES et al.   Genetics Research

Genetic architecture of quantitative traits in mice, flies, and humans

(2009) J. Flint et al.   GENOME RESEARCH

The genetics of quantitative traits: challenges and prospects

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

Statistical Estimation of Correlated Genome Associations to a Quantitative Trait Network

(2009) Seyoung Kim et al.   PLoS Genetics

Efficient Control of Population Structure in Model Organism Association Mapping

(2008) H. M. Kang et al.   GENETICS

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

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

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

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