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]