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
中科院分区:
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作者:
J. Abowd;Simon D. Woodcock
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.
DOI:
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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