Outlier Detection

Outlier Detection via Markov Chain Monte Carlo

Bugra Akyildiz's walkthrough of outlier detection using Markov Chain Monte Carlo via PyMC — fitting a Bayesian mixture model to separate inliers from outliers using posterior inference. A more principled alternative to distance-based outlier methods.