Survey-aware Machine Learning: A Guideline for Valid Population Health Inference based on Scoping Review
arXiv:2605.08963v1 Announce Type: new
Abstract: Machine Learning (ML) models trained on complex health surveys such as the National Health and Nutrition Examination Survey (NHANES) often ignore primary sampling units, stratification variables, and sam…