A balanced sampling design should always be the adopted strategies if auxiliary information is available. Besides, integrating a stratified structure of the population in the sampling process can considerably reduce the variance of the estimators. We propose here a new method to handle the selection of a balanced sample in a highly stratified population. The method improves substantially the commonly used sampling design and reduces the time-consuming problem that could arise if inclusion probabilities within strata do not sum to an integer.
翻译:如果有辅助信息,平衡的抽样设计应始终是采用的战略;此外,将人口分层结构纳入取样过程可以大大缩小估计值的差异;我们在此提议一种新的方法,在高度分层人口中选择平衡的抽样;这种方法大大改进了常用的抽样设计,并减少了如果在分层内纳入概率不等于整数时可能出现的耗时问题。