Scalable and Efficient Multiple Imputation for Case-Cohort Studies via Influence Function-Based Supersampling

Jooho Kim, Yei Eun Shin

Two-phase sampling designs have been widely adopted in epidemiological studies to reduce costs when measuring certain biomarkers is prohibitively expensive. Under these designs, in…