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Thick Data Analytics (TDA): An Iterative and Inductive Framework for Algorithmic Improvement.

A gap remains between developing risk prediction models and deploying models to support real-world decision making, especially in high-stakes situations. Human-experts' reasoning abilities remain critical in identifying potential improvements and ensuring safety. We propose a thick data analytics (T...

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Published in:American Statistician Vol. 78; no. 4; pp. 456 - 465
Main Authors: Nguyen, Minh, Eulalio, Tiffany, Marafino, Ben J., Rose, Christian, Chen, Jonathan H., Baiocchi, Michael
Format: Article
Published: Taylor & Francis Ltd Nov2024
Subjects:
Decision making
Information resources
Data analytics
Sampling (Process)
Prediction models
Online Access:View this record in EBSCOhost