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Estimation of population distribution function involving measurement error in the presence of non response.

Authors :
Yaqub, Mazhar
Shabbir, Javid
Source :
Communications in Statistics: Theory & Methods. 2020, Vol. 49 Issue 10, p2540-2559. 20p.
Publication Year :
2020

Abstract

This article addresses the problem of estimating population distribution function for simple random sampling in the presence of non response and measurement error together. We suggest a general class of estimators for estimating the cumulative distribution function using the auxiliary information. The expressions for the bias and mean squared error are derived up to the first order of approximation. The performance of the proposed class of estimators is compared with considered estimators both theoretically and numerically. A real data set is used to support the theoretical findings. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
03610926
Volume :
49
Issue :
10
Database :
Academic Search Index
Journal :
Communications in Statistics: Theory & Methods
Publication Type :
Academic Journal
Accession number :
142489654
Full Text :
https://doi.org/10.1080/03610926.2019.1580738