https://github.com/rmcelreath/rethinking

MAP estimation

 

Hamiltonian Monte Carlo estimation

 

Posterior prediction

 

Multilevel model formulas

 

Nice covariance priors

 

Non-centered parameterization

 

Semi-automated Bayesian imputation

 

Gaussian process

 

Information criteria