Agnostic Model-Assisted Estimation with Machine Learning for Survey Data

Ziming An, Mehdi Dagdoug, David Haziza +1

Model-assisted estimation uses prediction rules to improve the efficiency of estimators of finite population parameters while retaining design-based inference. Although flexible pr…