- NBA Foul Calls and Bayesian Item Response Theory - April 4, 2017
- Dependent Density Regression with PyMC3 - January 18, 2017
- Density Estimation with Dirichlet Process Mixtures using PyMC3 - February 25, 2016
- Bayesian Survival Analysis in Python with pymc3 - October 5, 2015
- Fitting a Multivariate Normal Model in PyMC3 with an LKJ Prior - September 16, 2015
- Nonparametric Bayesian Regression with Gaussian Processes - March 23, 2014
- Stein's Paradox and Empirical Bayes - November 30, 2013
- Prior Distributions for Bayesian Regression Using PyMC - September 2, 2013
- Bayesian Hypothesis Testing with PyMC - May 17, 2013