Customer Lifetime Value, Bayesian, Survival Analysis, Hierarchical Modeling, Retention.
value is a hugely valuable metric. We can use it to track performance, to predict residual customer value, to calibrate acquisition and retention costs and to optimise marketing spend. It is core to the notion of customer centricity. A Bayesian survival analysis approach balances the trade-offs