An innovative randomized response model based on a customizable random tool

A Ahmad M. Aboalkhair M Mohammad A. Zayed T Tamer Elbayoumi A Abdullah Alnefaie M Mahmaod Alrawad A Ahmed M. Elshehawey

Abstract

This paper suggests an innovative randomized response model utilizing customizable random tool. The suggested model offers a general framework for some previously pioneering randomized response models and generates new efficient models. Comparison of the efficiency between one of these newly generated models and other groundbreaking models through theoretical and numerical ways, demonstrates higher efficiency for the new generated model. Additionally, ethical considerations and privacy protection of the suggested model are examined.

Article Details

Journal PLoS ONE
Volume / Issue Vol. 20, Issue 4
Published April 18, 2025
Pages e0319780
ISSN 1932-6203
Publisher Public Library of Science

Journal Info

PLoS ONE

Public Library of Science

ISSN: 1932-6203 Open Access Health Sciences

Authors (6)

A

Ahmad M. Aboalkhair

M

Mohammad A. Zayed

T

Tamer Elbayoumi

A

Abdullah Alnefaie

M

Mahmaod Alrawad

A

Ahmed M. Elshehawey