两阶段分层抽样总体均值估计方法的发展

P. Parichha, K. Basu, A. Bandyopadhyay
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引用次数: 0

摘要

本文讨论了两阶段分层随机抽样中有限总体均值的估计问题。利用两个辅助变量的信息,提出了一类乘积回归链型估计量,并讨论了它的特性。构造了该类估计量的无偏版本,并导出了该类估计量的最优性条件。通过对自然种群数据集和人工生成种群数据集进行的实证调查,证明了所提出方法的有效性。可以建议调查统计学家使用它。
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Development of Estimation Procedure of Population Mean in Two-Phase Stratified Sampling
This article describes the problem of estimation of finite population mean in two-phase stratified random sampling. Using information on two auxiliary variables, a class of product to regression chain type estimators has been proposed and its characteristic is discussed. The unbiased version of the proposed class of estimators has been constructed and the optimality condition for the proposed class of estimators is derived. The efficacy of the proposed methodology has been justified through empirical investigations carried over the data set of natural population as well as the data set of artificially generated population. The survey statistician may be suggested to use it.
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Introductory Chapter: Ramifications of Incomplete Knowledge Asymptotic Normality of Hill’s Estimator under Weak Dependence Methods of Russian Patent Analysis Development of Estimation Procedure of Population Mean in Two-Phase Stratified Sampling A Comparative Study of Maximum Likelihood Estimation and Bayesian Estimation for Erlang Distribution and Its Applications
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