Customer Lifetime Value, Bayesian, Survival Analysis, Hierarchical Modeling, Retention.
whether to renew or churn. The geometric distribution captures how many coin flips before a head (churn). For each individual subscriber, the bias of the coin (churn probability) is the same — they don’t become more or less loyal over time. But we allow for heterogeneity in subscriber retention