教師資料查詢 | 類別: 期刊論文 | 教師: 張紘炬HORNG-JINH CHANG (瀏覽個人網頁)

標題: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; Kuo, Mei-pei
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
語言英文
ISSN0026-1335; 1435-926X
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收錄於SCI;
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國別德國
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