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

Bayesian B-spline mapping for dynamic quantitative traits

(2012) JUN XING et al.   Genetics Research

An empirical comparison of several recent epistatic interaction detection methods

(2011) Y. Wang et al.   BIOINFORMATICS

Mining gold dust under the genome wide significance level: a two-stage approach to analysis of GWAS

(2011) Gang Shi et al.   GENETIC EPIDEMIOLOGY

Identifying Risk Factors for Severe Childhood Malnutrition by Boosting Additive Quantile Regression

(2011) Nora Fenske et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Variable selection in nonparametric additive models

(2010) Jian Huang et al.   ANNALS OF STATISTICS

The Bayesian lasso for genome-wide association studies

(2010) Jiahan Li et al.   BIOINFORMATICS

A variable selection method for genome-wide association studies

(2010) Qianchuan He et al.   BIOINFORMATICS

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

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

Genome-wide association studies in pharmacogenomics

(2010) Ann K. Daly   NATURE REVIEWS GENETICS

High-dimensional additive modeling

(2009) Lukas Meier et al.   ANNALS OF STATISTICS

Genome-wide association analysis by lasso penalized logistic regression

(2009) Tong Tong Wu et al.   BIOINFORMATICS

Sparse additive models

(2009) Pradeep Ravikumar et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Finding the missing heritability of complex diseases

(2009) Teri A. Manolio et al.   NATURE

Coordinate descent algorithms for lasso penalized regression

(2008) Tong Tong Wu et al.   Annals of Applied Statistics

GSEA-SNP: applying gene set enrichment analysis to SNP data from genome-wide association studies

(2008) Marit Holden et al.   BIOINFORMATICS

Sure independence screening for ultrahigh dimensional feature space

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

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

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