This comprehensive guide to Bayesian methods in astronomy enables hands-on work by supplying complete R jags Python and Stan code to use directly or to adapt. A must-have for astronomers its concrete focus on modeling analysis and Interpretation will also be attractive to researchers in the sciences more broadly.