Privacy-preserving Maximum Likelihood Estimation for Distributed Data

Recent technological advances enable the collection of huge amounts of data. Commonly, these data are generated, stored, and owned by multiple entities that are unwilling to cede control of their data. This distributed environment requires statistical tools that can produce correct results while...

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Bibliographic Details
Main Authors: Xiaodong Lin, Alan F. Karr
Format: Article
Language:English
Published: Labor Dynamics Institute 2010-04-01
Series:The Journal of Privacy and Confidentiality
Online Access:https://journalprivacyconfidentiality.org/index.php/jpc/article/view/574