Randomized response group testing model

Jong Min Kim, Tae Young Heo

    Research output: Contribution to journalArticlepeer-review

    3 Scopus citations

    Abstract

    In this article, we propose randomized response-group testing (RR-GT) models. Randomized response technique and the group testing method have long been recognized as sampling schemes that can provide substantial benefits. In order to obtain both confidentiality and economic benefits from a sensitive issue survey sampling, we incorporate the group testing method into the most popular two randomized response models, which are Warner's RR model and unrelated question RR model. Empirical comparisons are provided and discussed.

    Original languageEnglish (US)
    Pages (from-to)33-48
    Number of pages16
    JournalJournal of Statistical Theory and Practice
    Volume7
    Issue number1
    DOIs
    StatePublished - Jan 1 2013

    Keywords

    • Randomized response
    • confidentiality
    • group testing
    • maximum likelihood
    • sensitive questions

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