make_synthesizer

make_synthesizer.numeric

make_synthesizer.integer

make_synthesizer.logical

make_synthesizer.factor

make_synthesizer.character

make_synthesizer.data.frame

Create a function that accepts a non-negative integer <code>n</code>, and
that returns synthetic data sampled from the emperical (multivariate)
distribution of <code>y</code>.

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

synthesizer

Synthesize Data Based on Empirical Quantile Functions and Rank
Order Matching

Mark van der Loo

make_synthesizer function

<dl><dt>y</dt>
<dd><code>[vector|data.frame]</code> Template data to be synthesized.</dd></dl>

Arguments

Create a function that generates synthetic data — make_synthesizer

<dl>

<dt>y</dt>
<dd><code>[vector|data.frame]</code> Template data to be synthesized.</dd>

</dl>

make_synthesizer: Create a function that generates synthetic data

Description

Usage

Value

Arguments

See Also

Examples