Ranking causal variants and associated regions in genome-wide association studies by the support vector machine and random forest

On safari to Random Jungle: a fast implementation of Random Forests for high-dimensional data

(2010) Daniel F. Schwarz et al.   BIOINFORMATICS

Identification of Type 2 Diabetes-associated combination of SNPs using Support Vector Machine

(2010) Hyo-Jeong Ban et al.   BMC GENETICS

Multiple testing in genome-wide association studies via hidden Markov models

(2009) Zhi Wei et al.   BIOINFORMATICS

Genome-wide association analysis by lasso penalized logistic regression

(2009) Tong Tong Wu et al.   BIOINFORMATICS

Willows: a memory efficient tree and forest construction package

(2009) Heping Zhang et al.   BMC BIOINFORMATICS

Performance of random forest when SNPs are in linkage disequilibrium

(2009) Yan A Meng et al.   BMC BIOINFORMATICS

Stability and aggregation of ranked gene lists

(2009) A.-L. Boulesteix et al.   BRIEFINGS IN BIOINFORMATICS

Harnessing the information contained within genome-wide association studies to improve individual prediction of complex disease risk

(2009) David M. Evans et al.   HUMAN MOLECULAR GENETICS

Ranking of genome-wide association scan signals by different measures

(2009) Ulf Strömberg et al.   INTERNATIONAL JOURNAL OF EPIDEMIOLOGY

From Disease Association to Risk Assessment: An Optimistic View from Genome-Wide Association Studies on Type 1 Diabetes

(2009) Zhi Wei et al.   PLoS Genetics

A comprehensive comparison of random forests and support vector machines for microarray-based cancer classification

(2008) Alexander Statnikov et al.   BMC BIOINFORMATICS

Does strong linkage disequilibrium guarantee redundant association results?

(2008) Dahlia M. Nielsen et al.   GENETIC EPIDEMIOLOGY

AMBIENCE: A Novel Approach and Efficient Algorithm for Identifying Informative Genetic and Environmental Associations With Complex Phenotypes

(2008) P. Chanda et al.   GENETICS

MAX-rank: a simple and robust genome-wide scan for case-control association studies

(2008) Qizhai Li et al.   HUMAN GENETICS

Prioritize and Select SNPs for Association Studies with Multi-Stage Designs

(2008) Jing Li   JOURNAL OF COMPUTATIONAL BIOLOGY

Sure independence screening for ultrahigh dimensional feature space

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

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

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

Prioritized Subset Analysis: Improving Power in Genome-wide Association Studies

(2007) Chun Li et al.   HUMAN HEREDITY