synthesizer
Synthesize Data Based on Empirical Quantile Functions and Rank Order Matching
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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Team
Mark van der Loo
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- Imports1 package
- Suggests2 packages