synthesizer-package {synthesizer} | R Documentation |
synthesizer: Synthesize Data Based on Emperical Multivariate Distributions and Rank Order Matching
Description
Data is synthesized using a combination of inverse transform sampling from the emperical 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.
[Package synthesizer version 0.2.0 Index]