학술논문

Accounting for Measurement Error and Untruthfulness in Binary RRT Models.
Document Type
Article
Source
Mathematics (2227-7390). Mar2024, Vol. 12 Issue 6, p875. 15p.
Subject
*MEASUREMENT errors
*RANDOMIZED response
*ACCOUNTING methods
*ACCOUNTING
Language
ISSN
2227-7390
Abstract
This study examines the effect of measurement error on binary Randomized Response Technique models. We discuss a method for estimating and accounting for measurement error and untruthfulness in two basic models and one comprehensive model. Both theoretical and empirical results show that not accounting for measurement error leads to inaccurate estimates. We introduce estimators that account for the effect of measurement error. Furthermore, we introduce a new measure of model privacy using an odds ratio statistic, which offers better interpretability than traditional methods. [ABSTRACT FROM AUTHOR]