synthesizer

synthesizer-package

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.

internal

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.

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=0.4.0" 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

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