Description
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.