A generalized exponential-type estimator for population mean using auxiliary attributes

Type: Article

Publication Date: 2021-05-13

Citations: 19

DOI: https://doi.org/10.1371/journal.pone.0246947

Abstract

In this paper, we propose a generalized class of exponential type estimators for estimating the finite population mean using two auxiliary attributes under simple random sampling and stratified random sampling. The bias and mean squared error (MSE) of the proposed class of estimators are derived up to first order of approximation. Both empirical study and theoretical comparisons are discussed. Four populations are used to support the theoretical findings. It is observed that the proposed class of estimators perform better as compared to all other considered estimator in simple and stratified random sampling.

Locations

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+ PDF Chat Estimation of finite population mean using double sampling under probability proportional to size sampling in the presence of extreme values 2023 Wang Jing
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