Brief review of regression-based and machine learning methods in genetic epidemiology: the Genetic Analysis Workshop 17 experience

Lessons learned from Genetic Analysis Workshop 17: transitioning from genome-wide association studies to whole-genome statistical genetic analysis

(2011) Alexander F. Wilson et al.   GENETIC EPIDEMIOLOGY

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

(2010) Daniel F. Schwarz et al.   BIOINFORMATICS

The group lasso for logistic regression

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

Lasso-type recovery of sparse representations for high-dimensional data

(2009) Nicolai Meinshausen et al.   ANNALS OF STATISTICS

Genome-wide association analysis by lasso penalized logistic regression

(2009) Tong Tong Wu et al.   BIOINFORMATICS

Machine learning in genome-wide association studies

(2009) Silke Szymczak et al.   GENETIC EPIDEMIOLOGY

Robust Estimation for Zero-Inflated Poisson Regression

(2009) DANIEL B. HALL et al.   SCANDINAVIAN JOURNAL OF STATISTICS