Data is synthesized using a combination of inverse transform sampling from the empirical quantile functions for each variable, and then copying the rank order structure from the original dataset. The package also includes a number of functions to measure the utility of synthesized datasets.
Version: | 0.3.0 |
Depends: | R (≥ 3.5.0) |
Imports: | stats, randomForest |
Suggests: | tinytest, simplermarkdown |
Published: | 2024-10-01 |
DOI: | 10.32614/CRAN.package.synthesizer |
Author: | Mark van der Loo [aut, cre] |
Maintainer: | Mark van der Loo <mark.vanderloo at gmail.com> |
License: | EUPL |
URL: | https://github.com/markvanderloo/synthesizer |
NeedsCompilation: | no |
Materials: | NEWS |
CRAN checks: | synthesizer results |
Reference manual: | synthesizer.pdf |
Vignettes: |
Introduction to synthesizer (source, R code) |
Package source: | synthesizer_0.3.0.tar.gz |
Windows binaries: | r-devel: synthesizer_0.3.0.zip, r-release: synthesizer_0.3.0.zip, r-oldrel: synthesizer_0.3.0.zip |
macOS binaries: | r-release (arm64): synthesizer_0.3.0.tgz, r-oldrel (arm64): synthesizer_0.3.0.tgz, r-release (x86_64): synthesizer_0.3.0.tgz, r-oldrel (x86_64): synthesizer_0.3.0.tgz |
Old sources: | synthesizer archive |
Please use the canonical form https://CRAN.R-project.org/package=synthesizer to link to this page.