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This paper explains how the synthpop package for R has been extended to include functions to calculate measures of identity and attribute disclosure risk for synthetic data that measure risks for the records used to create the synthetic data. The bas
Externí odkaz:
http://arxiv.org/abs/2406.16826
The synthpop package for R https://www.synthpop.org.uk provides tools to allow data custodians to create synthetic versions of confidential microdata that can be distributed with fewer restrictions than the original. The synthesis can be customized t
Externí odkaz:
http://arxiv.org/abs/2109.12717
Autor:
Baranyi, Gergő, Williamson, Lee, Feng, Zhiqiang, Carnell, Edward, Vieno, Massimo, Dibben, Chris
Publikováno v:
In Health and Place March 2024 86
Autor:
Baranyi, Gergő, Williamson, Lee, Feng, Zhiqiang, Tomlinson, Sam, Vieno, Massimo, Dibben, Chris
Publikováno v:
In Environmental Research 1 December 2023 238 Part 1
We report on our experiences of helping staff of the Scottish Longitudinal Study to create synthetic extracts that can be released to users. In particular, we focus on how the synthesis process can be tailored to produce synthetic extracts that will
Externí odkaz:
http://arxiv.org/abs/1712.04078
Autor:
Baranyi, Gergő, Sieber, Stefan, Pearce, Jamie, Cullati, Stéphane, Dibben, Chris, Cheval, Boris
Publikováno v:
In Preventive Medicine February 2022 155
Publikováno v:
In Wellbeing, Space and Society 2022 3
Publikováno v:
Journal of Epidemiology and Community Health (1979-), 2020 Oct 01. 74(10), 806-814.
Externí odkaz:
https://www.jstor.org/stable/27207943
Akademický článek
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Publikováno v:
In Social Science & Medicine August 2021 282