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Autor/inn/en | Narjis, Ghulam; Shabbir, Javid |
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Titel | An Improved Two-Stage Randomized Response Model for Estimating the Proportion of Sensitive Attribute |
Quelle | In: Sociological Methods & Research, 52 (2023) 1, S.335-355 (21 Seiten)
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Zusatzinformation | ORCID (Narjis, Ghulam) |
Sprache | englisch |
Dokumenttyp | gedruckt; online; Zeitschriftenaufsatz |
ISSN | 0049-1241 |
DOI | 10.1177/00491241211009950 |
Schlagwörter | Comparative Analysis; Incidence; Efficiency; Models; Social Bias; Simulation; Personality Traits; Privacy; Sampling; Surveys; Evaluation Methods; Questioning Techniques |
Abstract | The randomized response technique (RRT) is an effective method designed to obtain the stigmatized information from respondents while assuring the privacy. In this study, we propose a new two-stage RRT model to estimate the prevalence of sensitive attribute ([pi]). A simulation study shows that the empirical mean and variance of proposed estimator are close to corresponding theoretical values. The utility of proposed two-stage RRT model under stratification is also explored. An efficiency comparison between proposed two-stage RRT model and some existing RRT models is carried out numerically under simple and stratified random sampling. (As Provided). |
Anmerkungen | SAGE Publications. 2455 Teller Road, Thousand Oaks, CA 91320. Tel: 800-818-7243; Tel: 805-499-9774; Fax: 800-583-2665; e-mail: journals@sagepub.com; Web site: https://sagepub.com |
Erfasst von | ERIC (Education Resources Information Center), Washington, DC |
Update | 2024/1/01 |