Longitudinal Employer-Household Dynamics Technical paper No . TP-2004-04 Multiply-Imputing Confidential Characteristics and File Links in Longitudinal Linked Data

Longitudinal Employer-Household Dynamics Technical paper No . TP-2004-04 Multiply-Imputing Confidential Characteristics and File Links in Longitudinal Linked Data
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纵向雇主-家庭动态技术论文编号。

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通讯作者:
Simon D. Woodcock
Simon D. Woodcock
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作者:
J. Abowd;Simon D. Woodcock

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本文介绍了正在进行的研究,通过创建多重估算、部分合成数据来保护纵向链接数据的机密性。我们对[2]的方法提出了两个增强。第一个旨在保留部分合成数据中的边际分布。第二个旨在保护采样框架之间的机密链接。
This paper describes ongoing research to protect confidentiality in longitudinal linked data through creation of multiply-imputed, partially synthetic data. We present two enhancements to the methods of [2]. The first is designed to preserve marginal distributions in the partially synthetic data. The second is designed to protect confidential links between sampling frames.
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发表时间: 2014
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作者:
M. Yoshida;J. T. Ye;Y. J. Zhang;Y. Imai;S. Kimura;A. Fujiwara;T. Nishizaki;N. Kobayashi;M. Nakano;Y. Iwasa;野間久史
通讯作者: 野間久史