synthesizer

synthesizer-package

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.

internal

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.

Mark der Loo

Synthesize Data Based on Empirical Quantile Functions and Rank
Order Matching

Mark van der Loo

synthesizer-package function

Maintainer: Mark van der Loo <a href="/link/mark.vanderloo%40gmail.com?package=synthesizer&version=0.3.1" data-mini-rdoc="synthesizer::mark.vanderloo@gmail.com">mark.vanderloo@gmail.com</a> (<a href="https://orcid.org/0000-0002-9807-4686">ORCID</a>)

Author

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

Maintainer: Mark van der Loo <a href='mailto:mark.vanderloo@gmail.com'>mark.vanderloo@gmail.com</a> (<a href='https://orcid.org/0000-0002-9807-4686'>ORCID</a>)

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

Description

Arguments

Author

See Also