Fast High-Dimensional Gibbs Samplers for Bayesian Lasso Regression

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Documentation for package ‘LassoHiDFastGibbs’ version 0.1.4

• DESCRIPTION file
• Package NEWS
• Package README

Help Pages

LassoHiDFastGibbs-package	Fast High-Dimensional Gibbs Samplers for Bayesian Lasso Regression
blasso_gibbs_2block_bl	Bayesian lasso Gibbs sampler: 2-block (beta–lambda2) variant
blasso_gibbs_2block_bs	Bayesian lasso Gibbs sampler: 2-block (beta–sigma2) variant
blasso_pcg_lambda2_va	Bayesian lasso PCG sampler: lambda2 collapsed over local scales
blasso_pcg_sigma2_va	Bayesian lasso PCG sampler: sigma2 collapsed over local scales
LassoHiDFastGibbs	Fast High-Dimensional Gibbs Samplers for Bayesian Lasso Regression
normalize	Normalize Response and Covariates
penalized_nested_Gibbs	Penalized nested Gibbs sampler for Bayesian linear regression
penalized_pcg_beta_sigma2	Penalized PCG sampler: beta block, lambda2 collapsed over sigma2
penalized_pcg_lambda2_sigma2	Penalized PCG sampler: lambda2 collapsed over sigma2
penalized_pcg_sigma2_beta	Penalized PCG sampler: sigma2 collapsed over beta
penalized_pcg_sigma2_lambda2	Penalized PCG sampler: sigma2 collapsed over lambda2