A stratified unrelated question randomized response model

Jong Min Kim, Matthew E. Elam

    Research output: Contribution to journalArticlepeer-review

    32 Scopus citations

    Abstract

    This paper presents a new randomized response model that combines Kim and Warde's (2004) stratified Warner's randomized response technique using optimal allocation with the unrelated question randomized response model. The empirical studies performed show that, for the prior information given, the new model is more efficient in terms of variance (in the case of completely truthful reporting) and mean square error (in the case of less than completely truthful reporting) than its component models.

    Original languageEnglish (US)
    Pages (from-to)215-233
    Number of pages19
    JournalStatistical Papers
    Volume48
    Issue number2
    DOIs
    StatePublished - Apr 2007

    Keywords

    • Dichotomous population
    • Estimation of proportion
    • Randomized response
    • Sensitive characteristics
    • Stratified random sampling

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