synthesizer-package {synthesizer}R Documentation

synthesizer: Synthesize Data Based on Empirical Quantile Functions and Rank Order Matching

Description

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.

Author(s)

Maintainer: Mark van der Loo mark.vanderloo@gmail.com (ORCID)

See Also

Useful links:


[Package synthesizer version 0.3.1 Index]