Prioritizing individual genetic variants after kernel machine testing using variable selection

An efficient weighted tag SNP-set analytical method in genome-wide association studies

(2015) Bin Yan et al.   BMC GENETICS

Rare and low-frequency coding variants in CXCR2 and other genes are associated with hematological traits

(2014) Paul L Auer et al.   NATURE GENETICS

Functional annotation of colon cancer risk SNPs

(2014) Lijing Yao et al.   Nature Communications

Beyond GWASs: Illuminating the Dark Road from Association to Function

(2013) Stacey L. Edwards et al.   AMERICAN JOURNAL OF HUMAN GENETICS

Family-based association tests for sequence data, and comparisons with population-based association tests

(2013) Iuliana Ionita-Laza et al.   EUROPEAN JOURNAL OF HUMAN GENETICS

Kernel Machine SNP-Set Testing Under Multiple Candidate Kernels

(2013) Michael C. Wu et al.   GENETIC EPIDEMIOLOGY

Automatic Feature Selection via Weighted Kernels and Regularization

(2012) Genevera I. Allen   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

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

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

Kernel machine SNP-set analysis for censored survival outcomes in genome-wide association studies

(2011) Xinyi Lin et al.   GENETIC EPIDEMIOLOGY

Powerful SNP-Set Analysis for Case-Control Genome-wide Association Studies

(2010) Michael C. Wu et al.   AMERICAN JOURNAL OF HUMAN GENETICS

Nearly unbiased variable selection under minimax concave penalty

(2010) Cun-Hui Zhang   ANNALS OF STATISTICS

Association screening of common and rare genetic variants by penalized regression

(2010) H. Zhou 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

Sparse linear discriminant analysis for simultaneous testing for the significance of a gene set/pathway and gene selection

(2009) Michael C. Wu et al.   BIOINFORMATICS

Trauma exposure and stress-related disorders in inner city primary care patients

(2009) Charles F. Gillespie et al.   GENERAL HOSPITAL PSYCHIATRY