Estimation of population proportion in randomized response sampling using weighted confidence interval construction
學年 99
學期 2
出版（發表）日期 2011-02-11
作品名稱 Estimation of population proportion in randomized response sampling using weighted confidence interval construction
作品名稱（其他語言）
著者 Chang, Horng-jinh
單位 淡江大學管理科學學系
出版者 Heidelberg: Springer
著錄名稱、卷期、頁數 Metrika 75,　p.655-672
摘要 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.
關鍵字 Coverage probability;Direct response;Estimation efficiency;Privacy protection
語言 en
ISSN 0026-1335
期刊性質 國外
收錄於 SCI
產學合作
通訊作者
審稿制度 否
國別 DEU
公開徵稿
出版型式 ,電子版,紙本
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機構典藏連結 ( http://tkuir.lib.tku.edu.tw:8080/dspace/handle/987654321/75336 )

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