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>.

Package overview Exporting Marginal Distributions Importing Marginal Distributions Synthesising Data from Marginal Distributions The RESIDE Package Worked Example Using Multiple Tables Worked Example Using the IST Dataset

Vignettes Man pages API and functions Files

Package details
Author	Ryan Field [aut, cre] (ORCID: <https://orcid.org/0000-0002-4424-9890>), David McAllister [aut] (ORCID: <https://orcid.org/0000-0003-3550-1764>), Claudia Geue [ctb] (ORCID: <https://orcid.org/0000-0003-2243-0733>)
Maintainer	Ryan Field <ryan.field@glasgow.ac.uk>
License	GPL (>= 3)
Version	0.4.0
URL	https://hehta.github.io/RESIDE/
Package repository	View on CRAN
Installation	Install the latest version of this package by entering the following in R: `install.packages("RESIDE")`