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synthesizer  

Synthesize Data Based on Empirical Quantile Functions and Rank Order Matching
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]
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:
0.2.0 (2024-06-13 19:40), 0.3.0 (2024-10-01 15:20), 0.3.1 (2024-10-11 16:50)
Other packages that cited synthesizer R package
View synthesizer citation profile
Other R packages that synthesizer depends, imports, suggests or enhances
Complete documentation for synthesizer
Functions, R codes and Examples using the synthesizer R package
Full synthesizer package functions and examples
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