synthesizer

Synthesize Data Based on Empirical Quantile Functions and Rank Order Matching

CRAN Package

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.

  • Version0.3.1
  • R version≥ 3.5.0
  • LicenseEUPL
  • Needs compilation?No
  • Last release10/11/2024

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  • Imports1 package
  • Suggests2 packages