Package 'synthesizer'

Title:	Synthesize Data Based on Empirical Quantile Functions and Rank Order Matching
Description:	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.
Authors:	Mark van der Loo [aut, cre]
Maintainer:	Mark van der Loo <[email protected]>
License:	EUPL
Version:	0.4.0
Built:	2025-01-15 16:30:03 UTC
Source:	https://github.com/markvanderloo/synthesizer