Fast High-Dimensional Gibbs Samplers for Bayesian Lasso
Regression
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Documentation for package ‘LassoHiDFastGibbs’ version 0.1.4
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 |