Repeatedly synthesize a dataset, record a set of quality
measures for each repetition.

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

qa function

<dl><dt>real</dt>
<dd><code>[data.frame]</code> A data set to be synthesized.</dd>
<dt>n</dt>
<dd><code>[integer]</code> Number of repetitions</dd></dl>

Arguments

Quality assurance for synthesized data — qa

<dl>

<dt>real</dt>
<dd><code>[data.frame]</code> A data set to be synthesized.</dd>


<dt>n</dt>
<dd><code>[integer]</code> Number of repetitions</dd>

</dl>

qa: Quality assurance for synthesized data

Description

Usage

Value

Arguments

See Also

Examples