Bayesian model selection in complex linear systems, as illustrated in genetic association studies

A Statistical Framework for Joint eQTL Analysis in Multiple Tissues

(2013) Timothée Flutre et al.   PLoS Genetics

An Integrated Hierarchical Bayesian Model for Multivariate eQTL Mapping

(2012) Marie Pier Scott-Boyer et al.   Statistical Applications in Genetics and Molecular Biology

Bayesian variable selection regression for genome-wide association studies and other large-scale problems

(2011) Yongtao Guan et al.   Annals of Applied Statistics

Gene Expression in Skin and Lymphoblastoid Cells: Refined Statistical Method Reveals Extensive Overlap in cis-eQTL Signals

(2010) Jun Ding et al.   AMERICAN JOURNAL OF HUMAN GENETICS

Bayesian model search and multilevel inference for SNP association studies

(2010) Melanie A. Wilson et al.   Annals of Applied Statistics

Regularized multivariate regression for identifying master predictors with application to integrative genomics study of breast cancer

(2010) Jie Peng et al.   Annals of Applied Statistics

Sparse Multivariate Regression With Covariance Estimation

(2010) Adam J. Rothman et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Genome-wide association analysis by lasso penalized logistic regression

(2009) Tong Tong Wu et al.   BIOINFORMATICS

Objective Bayesian model selection in Gaussian graphical models

(2009) C. M. Carvalho et al.   BIOMETRIKA

Mapping QTL for multiple traits using Bayesian statistics

(2009) CHENWU XU et al.   Genetics Research

Bayesian statistical methods for genetic association studies

(2009) Matthew Stephens et al.   NATURE REVIEWS GENETICS

Common Regulatory Variation Impacts Gene Expression in a Cell Type-Dependent Manner

(2009) A. S. Dimas et al.   SCIENCE

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

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

Testing Random Effects in the Linear Mixed Model Using Approximate Bayes Factors

(2008) Benjamin R. Saville et al.   BIOMETRICS

Bayesian variable and model selection methods for genetic association studies

(2008) Brooke L. Fridley   GENETIC EPIDEMIOLOGY

Bayes factors for genome-wide association studies: comparison withP-values

(2008) Jon Wakefield   GENETIC EPIDEMIOLOGY

Mixtures ofgPriors for Bayesian Variable Selection

(2008) Feng Liang et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

High-Resolution Mapping of Expression-QTLs Yields Insight into Human Gene Regulation

(2008) Jean-Baptiste Veyrieras et al.   PLoS Genetics

Properties of Bayes Factors Based on Test Statistics

(2007) VALEN E. JOHNSON   SCANDINAVIAN JOURNAL OF STATISTICS