Data Science, Churn Analysis, Analytics, Lifetime Value, Machine Learning.
The event of interest is arrest and the duration column is week. arrest=1 means an arrest took place and the corresponding duration is week. Now lets try to build a parametric survival model. The first step in this process is to try to find a baseline distribution that fits the actual survival.