关于不等概率抽样:无放回抽样优于有放回抽样的充分条件

On Unequal Probability Sampling: Sufficient Conditions for the Superiority of Sampling Without Replacement

Biometrika · 1984
被引 0
ABS 4

中文导读

比较了Horvitz-Thompson估计量与Hansen-Hurwitz估计量的方差,推导出无放回抽样方差更小的充分条件,并给出实例验证。

Abstract

A challenging theoretical problem in unequal probability sampling is the question which design, sampling with or without replacement, should be implemented. In this context we compare the Horvitz-Thompson estimator with the Hansen-Hurwitz estimator and derive conditions under which the variance of the Horvitz-Thompson estimator is smaller than the variance of the Hansen-Hurwitz estimator. Examples are given showing the validity of these conditions.

抽样设计概率抽样估计量方差比较统计学