Nothing
synthesizer: Synthesize Data Based on Empirical Quantile Functions and Rank Order Matching
Data is synthesized using a combination of inverse transform sampling using the empirical quantile functions for each variable, and then copying the rank order structure from the original dataset. The syntesizer method has a tunable parameter allowing to gradually move from realistic and possibly unsafe synthetic data to decorrelated data of less utility.
Getting started
Browse package contents
Package details |
|
|---|---|
| Author | Mark van der Loo [aut, cre] (<https://orcid.org/0000-0002-9807-4686>) |
| Maintainer | Mark van der Loo <mark.vanderloo@gmail.com> |
| License | EUPL |
| Version | 0.4.0 |
| URL | https://github.com/markvanderloo/synthesizer |
| Package repository | View on CRAN |
| Installation |
Install the latest version of this package by entering the following in R:
|
Try the synthesizer package in your browser
Any scripts or data that you put into this service are public.
