synthesizer

Synthesize Data Based on Empirical Quantile Functions and Rank Order Matching

CRAN Package

Data is synthesized using a combination of inverse transform sampling using the empirical quantile functions for each variable, and then copying the rank order structure from the original dataset. The syntesizer method has a tunable parameter allowing to gradually move from realistic and possibly unsafe synthetic data to decorrelated data of less utility.

  • Version0.4.0
  • R versionR (≥ 3.5.0)
  • LicenseEUPL
  • Needs compilation?No
  • Last release02/07/2025

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  • Imports1 package
  • Suggests2 packages