Customer Lifetime Value, Bayesian, Survival Analysis, Hierarchical Modeling, Retention.
beyond. Here we’re just focused on subscription businesses (‘contractual’ settings). We’ve combined survival analysis, with a probability model of subscriber retention, within a Bayesian framework. This has proved an extremely powerful approach. Why survival analysis? Survival analysis is used to