Two-phase validation sampling via principal components to improve efficiency in multi-model estimation from error-prone biomedical databases

Sarah C. Lotspeich, Cole Manschot

Two-phase sampling offers a cost-effective way to validate error-prone covariate measurements in biomedical databases. Inexpensive or easy-to-obtain information is collected for th…