Methodology & Meta-science

Bayesian Parameter Estimation: BUGS vs STAN

I will introduce Bayesian parameter estimation in WinBUGS and STAN. Both packages are open source and interface with R but are based on different sampling algorithms. Further similarities and differences between the two packages are highlighted in basic model estimation problems.