Survey-aware Machine Learning: A Guideline for Valid Population Health Inference based on Scoping Review

YongKyung Oh, Henry W. Zheng, Jeffrey Feng +1

Machine Learning (ML) models trained on complex health surveys such as the National Health and Nutrition Examination Survey (NHANES) often ignore primary sampling units, stratifica…