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An innovative optimal randomized response model using correlated scrambling variables.

Authors :
Murtaza, Maryam
Singh, Sarjinder
Hussain, Zawar
Source :
Journal of Statistical Computation & Simulation; Oct2020, Vol. 90 Issue 15, p2823-2839, 17p
Publication Year :
2020

Abstract

This paper introduces an innovative and optimal randomized response model by making use of correlated scrambling variables for estimating the population mean of a sensitive variable. The resultant estimators are found to be unbiased. Variance expressions of the proposed estimators have also been derived. Analytical as well as empirical evidences are provided in favour of the proposed estimators relative to their competitors. A possible extension to a general method is also suggested. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00949655
Volume :
90
Issue :
15
Database :
Complementary Index
Journal :
Journal of Statistical Computation & Simulation
Publication Type :
Academic Journal
Accession number :
146140250
Full Text :
https://doi.org/10.1080/00949655.2020.1791118