Bayesian rLASSO improves model selection and prediction.
problem Improving model selection and prediction in linear regression.
method A Bayesian formulation of the rLASSO problem using inverse Laplace priors and scale mixture distributions.
result Bayesian rLASSO outperforms classical rLASSO in estimation, prediction, and variable selection.