dsBase: 'DataSHIELD' Server Side Base Functions
Authors:
- Paul BurtonPBPaul Burton
- Rebecca WilsonRWRebecca Wilson
- Olly ButtersOBOlly Butters
- Patricia Ryser-WelchPRPatricia Ryser-Welch
- Alex WesterbergAWAlex Westerberg
- Leire AbarrateguiLALeire Abarrategui
- Roberto Villegas-DiazRoberto Villegas-Diaz
- Demetris AvraamDADemetris Avraam
- Yannick MarconYMYannick Marcon
- Tom BishopTBTom Bishop
- Amadou GayeAGAmadou Gaye
- Xavier Escribà-MontagutXEXavier Escribà-Montagut
- 19 July 2025
- dataset
- Published by The R Foundation
Abstract
Base 'DataSHIELD' functions for the server side. 'DataSHIELD' is a software package which allows you to do non-disclosive federated analysis on sensitive data. 'DataSHIELD' analytic functions have been designed to only share non disclosive summary statistics, with built in automated output checking based on statistical disclosure control. With data sites setting the threshold values for the automated output checks. For more details, see 'citation("dsBase")'.Keywords
This publication has 3 references indexed in Scilit:
- DataSHIELD: mitigating disclosure risk in a multi-site federated analysis platformBioinformatics Advances, 2024
- DataSHIELD – New Directions and DimensionsData Science Journal, 2017
- DataSHIELD: taking the analysis to the data, not the data to the analysisInternational Journal of Epidemiology, 2014