Consistent group selection with bayesian high dimensional modeling

Keyphrases

• Group Selection 100%
• High-dimensional Modeling 100%
• Bayesian Approach 60%
• Spike-and-slab Prior 40%
• Simulation Study 20%
• Theoretical Properties 20%
• Statistical Model 20%
• Bayesian Methods 20%
• Penalization 20%
• Design Matrix 20%
• Statistical Inference 20%
• Bayesian Hierarchical Model 20%
• Prior Specification 20%
• Penalization Method 20%
• High-dimensional Covariates 20%
• High-dimensional Regression 20%
• Stochastic Search 20%
• Selection Consistency 20%
• Nonparametric Additive Model 20%
• Shotgun Stochastic Search 20%

Mathematics

• Bayesian 100%
• Bayesian Approach 100%
• Covariate 66%
• Simulation Study 33%
• Search Algorithm 33%
• Inferential Statistics 33%
• Additive Model 33%
• Hierarchical Model 33%
• Linear Regression Model 33%
• Design Matrix 33%
• Stochastic Search 33%