synthesizer: Synthesize Data Based on Emperical Multivariate Distributions and Rank Order Matching

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>
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:, r-release:, r-oldrel:
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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