Improved Horvitz-Thompson Estimator in Survey Sampling

Xianpeng Zong, Rong Zhu, Guohua Zou

The Horvitz-Thompson (HT) estimator is widely used in survey sampling. However, the variance of the HT estimator becomes large when the inclusion probabilities are highly heterogen…