An Empirical Bayes Approach to Churn Estimation

Traditional churn models often overthink the problem. This post presents a simple Empirical Bayes approach that estimates user-specific activity rates, naturally handles multiple comparisons through shrinkage, and directly answers the business question: who needs intervention now?