Real-world uses

Created for this library

1. 1.

   A retail analytics team imputes missing customer ages with the median per region before training a propensity model.

2. 2.

   A medical team uses a model-based imputation strategy for missing lab values so the downstream risk model can run on every patient.

3. 3.

   A risk team uses indicator variables alongside imputation so the production model knows which inputs were originally missing.