Ridge Regression in Prediction Problems: Automatic Choice of the Ridge Parameter

Regularization Paths for Generalized Linear Models via Coordinate Descent

(2015) Jerome Friedman et al.   Journal of Statistical Software

A novel method to identify high order gene-gene interactions in genome-wide association studies: Gene-based MDR

(2012) Sohee Oh et al.   BMC BIOINFORMATICS

Hierarchical Naive Bayes for genetic association studies

(2012) Alberto Malovini et al.   BMC BIOINFORMATICS

Performance and Robustness of Penalized and Unpenalized Methods for Genetic Prediction of Complex Human Disease

(2012) Gad Abraham et al.   GENETIC EPIDEMIOLOGY

Whole-Genome Regression and Prediction Methods Applied to Plant and Animal Breeding

(2012) G. de los Campos et al.   GENETICS

Genome-Wide Searches for Bipolar Disorder Genes

(2011) Shaza Alsabban et al.   Current Psychiatry Reports

Beyond Missing Heritability: Prediction of Complex Traits

(2011) Robert Makowsky et al.   PLoS Genetics

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

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

Common SNPs explain a large proportion of the heritability for human height

(2010) Jian Yang et al.   NATURE GENETICS

Missing heritability and strategies for finding the underlying causes of complex disease

(2010) Evan E. Eichler et al.   NATURE REVIEWS GENETICS

Genome-wide association study of bipolar disorder in European American and African American individuals

(2009) E N Smith et al.   MOLECULAR PSYCHIATRY

Pathway Analysis of GWAS Provides New Insights into Genetic Susceptibility to 3 Inflammatory Diseases

(2009) Hariklia Eleftherohorinou et al.   PLoS One

Potential etiologic and functional implications of genome-wide association loci for human diseases and traits

(2009) L. A. Hindorff et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

A Flexible and Accurate Genotype Imputation Method for the Next Generation of Genome-Wide Association Studies

(2009) Bryan N. Howie et al.   PLoS Genetics

Accommodating Linkage Disequilibrium in Genetic-Association Analyses via Ridge Regression

(2008) Nathalie Malo et al.   AMERICAN JOURNAL OF HUMAN GENETICS

Fregene: Simulation of realistic sequence-level data in populations and ascertained samples

(2008) Marc Chadeau-Hyam et al.   BMC BIOINFORMATICS

Simple Optimal Weighting of Cases and Controls in Case-Control Studies

(2008) Sherri Rose et al.  

The genetics of bipolar disorder: genome ‘hot regions,’ genes, new potential candidates and future directions

(2008) A Serretti et al.   MOLECULAR PSYCHIATRY

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

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