Iterative sure independence screening EM-Bayesian LASSO algorithm for multi-locus genome-wide association studies

Iterative Usage of Fixed and Random Effect Models for Powerful and Efficient Genome-Wide Association Studies

(2016) Xiaolei Liu et al.   PLoS Genetics

Improving power and accuracy of genome-wide association studies via a multi-locus mixed linear model methodology

(2016) Shi-Bo Wang et al.   Scientific Reports

Genetic dissection of heterosis using epistatic association mapping in a partial NCII mating design

(2015) Jia Wen et al.   Scientific Reports

Simultaneous Discovery, Estimation and Prediction Analysis of Complex Traits Using a Bayesian Mixture Model

(2015) Gerhard Moser et al.   PLoS Genetics

A model-free approach for detecting interactions in genetic association studies

(2013) J. Li et al.   BRIEFINGS IN BIOINFORMATICS

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

Epistatic Association Mapping in Homozygous Crop Cultivars

(2011) Hai-Yan Lü et al.   PLoS One

Nearly unbiased variable selection under minimax concave penalty

(2010) Cun-Hui Zhang   ANNALS OF STATISTICS

SNP Selection in genome-wide and candidate gene studies via penalized logistic regression

(2010) Kristin L. Ayers et al.   GENETIC EPIDEMIOLOGY

An expectation–maximization algorithm for the Lasso estimation of quantitative trait locus effects

(2010) S Xu   HEREDITY

Identifying QTLs and Epistasis in Structured Plant Populations Using Adaptive Mixed LASSO

(2010) Dong Wang et al.   JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS

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

(2010) Susanna Atwell et al.   NATURE

Genome-wide association studies in pharmacogenomics

(2010) Ann K. Daly   NATURE REVIEWS GENETICS

Genome-wide association analysis by lasso penalized logistic regression

(2009) Tong Tong Wu et al.   BIOINFORMATICS

Efficient Control of Population Structure in Model Organism Association Mapping

(2008) H. M. Kang et al.   GENETICS

The Bayesian Lasso

(2008) Trevor Park et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Sure independence screening for ultrahigh dimensional feature space

(2008) Jianqing Fan et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY