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) , Sandercock et al. (2011) .


Reference manual

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install.packages("RESIDE")

0.4.0 by Ryan Field, 20 days ago


https://hehta.github.io/RESIDE/


Browse source code at https://github.com/cran/RESIDE


Authors: Ryan Field [aut, cre] , David McAllister [aut] , Claudia Geue [ctb]


Documentation:   PDF Manual  


GPL (>= 3) license


Imports dplyr, magrittr, bestNormalize, RDP, methods, tibble, simstudy

Suggests testthat, lifecycle, knitr, rmarkdown, DT, survival, pharmaversesdtm


See at CRAN