Survival Analysis

Estimating User Lifetimes with PyMC

yhat's tutorial on estimating customer lifetimes with PyMC using Bayesian survival analysis — fitting probabilistic churn models to get full posterior distributions over lifetime value rather than point estimates. An early example of applied Bayesian modeling in Python before PyMC3 existed.