MEASURES OF CONFIDENTIALITY
MEASURES OF CONFIDENTIALITY
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保密措施
DOI：
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发表时间：
2002
期刊：
影响因子：
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通讯作者：
Nancy L. Spruill
中科院分区：
文献类型：
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作者：
Nancy L. Spruill
本文提出了评价微数据发布中提供的最低保密性的标准。它们的开发目的是用于商业数据或其他可以公开获得大量类似信息的数据。本文还使用这些标准来比较基于五种发布策略的微数据发布-添加随机误差，乘以随机误差，分组，随机四舍五入和数据交换-使用IRS报告生成的数据：收入统计-1977~合伙回报。
This paper proposes criteria for evaluating the minimum amount of confidentiality provided in microdata releases. They were developed for use on business data or other data for which large amounts of similar information are publicly available. The paper also uses these criteria to compare microdata releases based on five releasing strategies--adding random error, multiplying by random error, grouping, random rounding, and data swapping--using data generated from the IRS report: Statistics of Income--1977~ Partnership Returns.