Estimation of Sensitive Proportion by Randomized Response Data in Successive Sampling

作者：Bo Yu, Zongda Jin, Jiayong Tian, Ge Gao · 发表于：Computational and Mathematical Methods in Medicine · 年份：2015 · DOI：10.1155/2015/172918 · 被引用次数：17 · 研究领域：Survey Sampling and Estimation Techniques、HIV, Drug Use, Sexual Risk

This paper considers the problem of estimation for binomial proportions of sensitive or stigmatizing 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. In many sensitive question surveys, the same population is often sampled repeatedly on each occasion. In this paper, we apply successive sampling scheme to improve the estimation of the sensitive proportion on current occasion.