RESIDE: Rapid Easy Synthesis to Inform Data Extraction

Assists researchers with planning analysis prior to obtaining data from Trusted Research Environments (TREs), also known as safe havens. Marginal distributions of one or more related data frames can be exported from a TRE and imported elsewhere, where data can be synthesised from them, with or without user specified correlations, by sampling from a multivariate cumulative distribution (copula). The International Stroke Trial (IST) is included as an example dataset under the ODC-By licence, Sandercock et al. (2011) <doi:10.7488/ds/104>, Sandercock et al. (2011) <doi:10.1186/1745-6215-12-101>.

Version: 0.4.0
Depends: R (≥ 4.1.0)
Imports: dplyr, magrittr, bestNormalize, RDP, methods, tibble, simstudy
Suggests: testthat (≥ 3.0.0), lifecycle, knitr, rmarkdown, DT, survival, pharmaversesdtm
Published: 2026-09-30
DOI: 10.32614/CRAN.package.RESIDE
Author: Ryan Field ORCID iD [aut, cre], David McAllister ORCID iD [aut], Claudia Geue ORCID iD [ctb]
Maintainer: Ryan Field <ryan.field at glasgow.ac.uk>
License: GPL (≥ 3)
URL: https://hehta.github.io/RESIDE/
NeedsCompilation: no
Materials: NEWS
CRAN checks: RESIDE results

Documentation:

Reference manual: RESIDE.html , RESIDE.pdf
Vignettes: The RESIDE Package (source)
Exporting Marginal Distributions (source, R code)
Importing Marginal Distributions (source, R code)
Worked Example Using Multiple Tables (source, R code)
Synthesising Data from Marginal Distributions (source, R code)
Worked Example Using the IST Dataset (source, R code)

Downloads:

Package source: RESIDE_0.4.0.tar.gz
Windows binaries: r-devel: RESIDE_0.3.2.zip, r-release: RESIDE_0.3.2.zip, r-oldrel: RESIDE_0.3.2.zip
macOS binaries: r-release (arm64): RESIDE_0.3.2.tgz, r-oldrel (arm64): RESIDE_0.3.2.tgz, r-release (x86_64): RESIDE_0.3.2.tgz, r-oldrel (x86_64): RESIDE_0.3.2.tgz
Old sources: RESIDE archive

Linking:

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