This code is a reproduction of the paper The Bayesian Lasso, by Trevor Park and George Casella*, using the diabetes data. It is a Gibbs sampler with a hyperprior for the lasso parameter.
*http://www.math.chalmers.se/Stat/Grundutb/GU/MSA220/S16/bayeslasso.pdf