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커뮤니티
연구자들이 자신의 연구와 전문성을 널리 알리고, 새로운 협력의 기회를 만들 수 있는 네트워킹 공간이에요.
논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 발행연도
- 2019.11
- 수록면
- 1,423 - 1,430 (8page)
- DOI
- 10.7465/jkdi.2019.30.6.1423
이용수
초록· 키워드
오류제보하기
When respondents are asked to answer sensitive questions, they are more likely to response untruthfully as they hesitate to expose their identity. Warner (1965) proposed a randomized design that uses a randomization device that is designed to conceal individual response and protect the respondent privacy, to reduce the response bias that can be generated through this. After that, numerous survey designs to reduce the response bias were proposed, and various estimation and simulation methods were studied from the Bayesian perspective. This study proposes an analysis method that has taken account of small-area to minimize the posterior standard deviation of sensitive proportions in a survey with sensitive questions. Then it compares the results between the individual model and the small-area model through the simulation. In addition, this study applies the two models which has and has not considered the small-area to the actual survey with sensitive questionnaires related to the organizational commitment to the experienced employees. This study confirms the results based on real data.
목차
Abstract
1. Introduction
2. Bayes estimation o a sensitive proportion for a small-area
3. Computations
4. Simulation study
5. Real data analysis
6. Discussion
References
참고문헌 (9)
참고문헌 신청
Blair, G. / 2015 / Design and analysis of the randomized response technique / Journal of the American Statistical Association 110:1304~1319
Fox, J. A. / 1986 / Randomized response: A method for sensitive surveys / Sage
Greenberg, B. G. / 1969 / The Unrelated question randomized response model: Theoretical framework / Journal of the American Statistical Association 64:520~539
Kuk, A. Y. / 1990 / Asking sensitive questions indirectly / Biometrika 77:436~438
Nandram, B. / 2019 / Bayesian analysis of a sensitive proportion for a small area / International Statistical Review 87:104~120
Fox, J. A. / 1986 / Randomized response: A method for sensitive surveys / Sage
Greenberg, B. G. / 1969 / The Unrelated question randomized response model: Theoretical framework / Journal of the American Statistical Association 64:520~539
Kuk, A. Y. / 1990 / Asking sensitive questions indirectly / Biometrika 77:436~438
Nandram, B. / 2019 / Bayesian analysis of a sensitive proportion for a small area / International Statistical Review 87:104~120
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UCI(KEPA) : I410-ECN-0101-2020-041-000137432