# Fast High-Dimensional Gibbs Samplers for Bayesian Lasso Regression

## Documentation for package ‘LassoHiDFastGibbs’ version 0.1.4

- DESCRIPTION file.
- Package NEWS.

## 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