Optimal strategy for improved estimation of population mean of sensitive variable using non-sensitive auxiliary variable

Optimal strategy for improved estimation of population mean of sensitive variable using non-sensitive auxiliary variable

Abstract To improve the transformed ratio type estimators, this study uses new population parameters that are derived from extra information using a randomized response technique (RRT). Additionally, we suggest a modified family of powerful estimators for estimating the population mean of the sensit...

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Bibliographic Details
Main Authors: Abdullah A. Zaagan, Dinesh K. Sharma, Ali M. Mahnashi, Mutum Zico Meetei, Subhash Kumar Yadav, Aakriti Sharma, Pranav Sharma
Format: Article
Language:English
Published: SpringerOpen 2025-04-01
Series:Journal of Big Data
Subjects:
Sensitive variable
Scrambled response
Randomized response technique
Bias
MSE
Ratio estimator
Online Access:https://doi.org/10.1186/s40537-024-01045-x
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https://doi.org/10.1186/s40537-024-01045-x

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