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    Please use this identifier to cite or link to this item: https://tkuir.lib.tku.edu.tw/dspace/handle/987654321/75336

    Title: Estimation of population proportion in randomized response sampling using weighted confidence interval construction
    Authors: Chang, Horng-jinh;Kuo, Mei-pei
    Contributors: 淡江大學管理科學學系
    Keywords: Coverage probability;Direct response;Estimation efficiency;Privacy protection
    Date: 2011-02-11
    Issue Date: 2012-03-20 20:05:00 (UTC+8)
    Publisher: Springer
    Abstract: This paper considers the problem of estimation for binomial proportions of sensitive attributes in the population of interest. Randomized response techniques are suggested for protecting the privacy of respondents and reducing the response bias while eliciting information on sensitive attributes. By applying the Wilson (J Am Stat Assoc 22:209–212, 1927) score approach for constructing confidence intervals, various probable point estimators and confidence interval estimators are suggested for the common structures of randomized response procedures. In addition, efficiency comparisons are carried out to study the performances of the proposed estimators for both the cases of direct response surveys and randomized response surveys. Circumstances under which each proposed estimators is better are also identified.
    Relation: Metrika 75, p.655-672
    DOI: 10.1007/s00184-011-0346-8
    Appears in Collections:[Department of Management Sciences] Journal Article

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