Joint High-Dimensional Bayesian Variable and Covariance Selection with an Application to eQTL Analysis

Mathematics

• Bayesian 100%
• Gaussian Distribution 100%
• Response Variable 100%
• Quantitative Trait 100%
• Number 100%
• Covariance 100%
• Predictor Variable 100%
• Inverse Covariance Matrix 50%
• Gibbs Sampler 50%
• Seemingly Unrelated Regression 50%
• Graphical Model 50%
• Matrix Element 50%
• Dimensional Model 50%
• Bayesian Approach 50%
• Model Space 50%
• Conditional Independence 50%
• Marginalization 50%

Keyphrases

• Covariance Selection 100%
• Bayesian Variable Selection 100%
• Significant Predictors 50%
• Collapsed Gibbs Sampler 50%
• Sparse Interactions 50%
• Seemingly Unrelated Regression 50%
• Spike-and-slab 50%
• Marginalization 50%
• Joint Selection 50%
• Transcript Response 50%

Psychology

• Gaussian Distribution 100%
• Marginalization 50%
• Seemingly Unrelated Regression 50%