- Customer Lifetime Value - Linear Regression
* predicted future net-profit
* identify promising customers
* prioritize customers according to future margins
* no further customer segmentation
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Churn Prevention - Logistic Regression
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Time untill next order - Survival Analysis
* survival object and censoring
* kapla meier statistics
* Cox ph models
* validation and prediction
- PCA on Customer data