A random forest approach to capture genetic effects in the presence of population structure

Detection and replication of epistasis influencing transcription in humans

(2014) Gibran Hemani et al.   NATURE

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

(2014) Xiang Zhou et al.   NATURE METHODS

Searching for missing heritability: Designing rare variant association studies

(2014) O. Zuk et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

The effects of genetic variation on gene expression dynamics during development

(2013) Mirko Francesconi et al.   NATURE

A complete mass-spectrometric map of the yeast proteome applied to quantitative trait analysis

(2013) Paola Picotti et al.   NATURE

Finding the sources of missing heritability in a yeast cross

(2013) Joshua S. Bloom et al.   NATURE

Pitfalls of predicting complex traits from SNPs

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

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

(2012) Barbara Rakitsch et al.   BIOINFORMATICS

A stage-wise approach for the analysis of multi-environment trials

(2012) Hans-Peter Piepho et al.   BIOMETRICAL JOURNAL

A Simulation Study of Permutation, Bootstrap, and Gene Dropping for Assessing Statistical Significance in the Case of Unequal Relatedness

(2012) R. Cheng et al.   GENETICS

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

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

Controlling type 1 error rates in genome-wide association studies in plants

(2012) A W George   HEREDITY

Mixed-effects random forest for clustered data

(2012) Ahlem Hajjem et al.   JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION

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

Improved linear mixed models for genome-wide association studies

(2012) Jennifer Listgarten et al.   NATURE METHODS

The mystery of missing heritability: Genetic interactions create phantom heritability

(2012) O. Zuk et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

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

Rare-Variant Association Testing for Sequencing Data with the Sequence Kernel Association Test

(2011) Michael C. Wu et al.   AMERICAN JOURNAL OF HUMAN GENETICS

RE-EM trees: a data mining approach for longitudinal and clustered data

(2011) Rebecca J. Sela et al.   MACHINE LEARNING

FaST linear mixed models for genome-wide association studies

(2011) Christoph Lippert et al.   NATURE METHODS

Beyond Missing Heritability: Prediction of Complex Traits

(2011) Robert Makowsky et al.   PLoS Genetics

Using Biological Knowledge to Uncover the Mystery in the Search for Epistasis in Genome-Wide Association Studies

(2010) Marylyn D. Ritchie   ANNALS OF HUMAN GENETICS

Data-driven assessment of eQTL mapping methods

(2010) Jacob J Michaelson et al.   BMC GENOMICS

Stability selection

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

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

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

Increased accuracy of artificial selection by using the realized relationship matrix

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

High resolution mapping of expression QTLs in heterogeneous stock mice in multiple tissues

(2009) G.-J. Huang et al.   GENOME RESEARCH

Finding the missing heritability of complex diseases

(2009) Teri A. Manolio et al.   NATURE

A comparison of analytical methods for genetic association studies

(2008) Alison A. Motsinger-Reif et al.   GENETIC EPIDEMIOLOGY

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