Data is synthesized using a combination of inverse transform sampling from the emperical 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: | 0.2.0 |
| Depends: | R (≥ 3.5.0) |
| Imports: | stats, randomForest |
| Suggests: | tinytest, simplermarkdown |
| Published: | 2024-06-13 |
| DOI: | 10.32614/CRAN.package.synthesizer |
| Author: | Mark van der Loo |
| Maintainer: | Mark van der Loo <mark.vanderloo at gmail.com> |
| License: | GPL (≥ 3) |
| NeedsCompilation: | no |
| CRAN checks: | synthesizer results |
| Reference manual: | synthesizer.pdf |
| Vignettes: |
Introduction to synthesizer |
| Package source: | synthesizer_0.2.0.tar.gz |
| Windows binaries: | r-devel: synthesizer_0.2.0.zip, r-release: synthesizer_0.2.0.zip, r-oldrel: synthesizer_0.2.0.zip |
| macOS binaries: | r-release (arm64): synthesizer_0.2.0.tgz, r-oldrel (arm64): synthesizer_0.2.0.tgz, r-release (x86_64): synthesizer_0.2.0.tgz, r-oldrel (x86_64): synthesizer_0.2.0.tgz |
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