Validity of Privacy-Protecting Analytical Methods That Use Only Aggregate-Level Information to Conduct Multivariable-Adjusted Analysis in Distributed Data Networks

Distributed data networks enable large-scale epidemiologic studies, but protecting privacy while adequately adjusting for a large number of covariates continues to pose methodological challenges. Using 2 empirical examples within a 3-site distributed data network, we tested combinations of 3 aggrega...

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Опубликовано в: :Am J Epidemiol
Главные авторы: Li, Xiaojuan, Fireman, Bruce H, Curtis, Jeffrey R, Arterburn, David E, Fisher, David P, Moyneur, Érick, Gallagher, Mia, Raebel, Marsha A, Nowell, W Benjamin, Lagreid, Lindsay, Toh, Sengwee
Формат: Artigo
Язык:Inglês
Опубликовано: Oxford University Press 2019
Предметы:
Practice of Epidemiology
Online-ссылка:https://ncbi.nlm.nih.gov/pmc/articles/PMC6438804/
https://ncbi.nlm.nih.gov/pubmed/30535131
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/aje/kwy265
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