mcmc

PyMC3 examples from Doing Bayesian Data Analysis and ARM

Doing Bayesian Data Analysis

My attempt to morph Kruschke's excellent MCMC examples from R over to PyMC3.

A lot of the code was borrowed from Jordi Warmenhoven and Osvaldo Martin.

ARM Models

Translating Stan models originally from Gelman and Hill's Data Analysis Using Regression Analysis and Multilevel/Hierarchical Models book over to PyMC3.