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微观数据的披露控制

Disclosure Control of Microdata

Journal of the American Statistical Association · 1990
被引 125
ABS 4

中文导读

本文探讨了国家统计机构在发布微观数据时面临的披露风险,提出了基于唯一性概念的理论来评估识别风险,并指出法律安排比数据限制更有效。

Abstract

Abstract National statistical offices meet an increasing demand for the dissemination of microdata. This trend can be at variance with the care taken not to disclose data about individuals. Therefore, the risk of disclosure of each microdata set to be released should be assessed. If this risk is too high, measures have to be taken to protect the data set. This article describes the disclosure problem, and explains why it is a real problem. Using the concept of uniqueness, some theory is developed that can help establish the risk of identification. It turns out that useful microdata sets can only be released if some of the disclosure risks are dealt with by legal arrangements, rather than by restrictions on the data to be released.

统计学计算机科学计量经济学数据隐私官方统计