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stat.AP2018

A Cautionary Tail: A Framework and Case Study for Testing Predictive Model Validity

Peter C. Casey, Kevin H. Wilson, David Yokum

Data scientists frequently train predictive models on administrative data. However, the process that generates this data can bias predictive models, making it important to test mod…