When Does Survey-Aware Cross-Validation Matter? The ICC, Not the Design Effect

M. Ehsan Karim, Md Belal Hossain

K-fold cross-validation assumes exchangeable observations, violated by the stratification, clustering, and unequal weights of complex sample surveys. Design-respecting "survey CV"…