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synthesizer
View on CRAN: Click
here
Download and install synthesizer package within the R console
Install from CRAN:
install.packages("synthesizer")
Install from Github:
library("remotes")
install_github("cran/synthesizer")
Install by package version:
library("remotes")
install_version("synthesizer", "0.4.0")
Attach the package and use:
library("synthesizer")
Maintained by
Mark van der Loo
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
10.32614/CRAN.package.synthesizer . https://github.com/markvanderloo/synthesizer . synthesizer results . synthesizer.pdf . Introduction to synthesizer . synthesizer_0.4.0.tar.gz . synthesizer_0.4.0.zip . synthesizer_0.4.0.zip . synthesizer_0.4.0.zip . synthesizer_0.4.0.tgz . synthesizer_0.4.0.tgz . synthesizer_0.4.0.tgz . synthesizer_0.4.0.tgz . synthesizer_0.4.0.tgz . synthesizer_0.4.0.tgz . synthesizer archive . https://CRAN.R-project.org/package=synthesizer .
First Published: 2024-06-13
Latest Update: 2024-06-13
Description:
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.
How to cite:
Mark van der Loo (2024). synthesizer: Synthesize Data Based on Empirical Quantile Functions and Rank Order Matching. R package version 0.4.0, https://cran.r-project.org/web/packages/synthesizer. Accessed 25 Feb. 2025.
Previous versions and publish date:
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