A new improved generalized class of estimators for population distribution function using auxiliary variable under simple random sampling

Abstract This article aims to suggest a new improved generalized class of estimators for finite population distribution function of the study and the auxiliary variables as well as mean of the usual auxiliary variable under simple random sampling. The numerical expressions for the bias and mean squa...

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Bibliographic Details
Main Authors: Sohaib Ahmad, Kalim Ullah, Erum Zahid, Javid Shabbir, Muhammad Aamir, Huda M. Alshanbari, Abd Al-Aziz Hosni El-Bagoury
Format: Article
Language:English
Published: Nature Portfolio 2023-04-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-30150-9