dcor

Returns the Frobenius norm of the difference between the 
correlation matrices for numeric columns in synthetic
and real data.

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

dcor function

<dl><dt>synth</dt>
<dd><code>[data.frame]</code> Synthetic data</dd>
<dt>real</dt>
<dd><code>[data.frame]</code> Real data</dd></dl>

Arguments

Difference between correlation — dcor

<dl>

<dt>synth</dt>
<dd><code>[data.frame]</code> Synthetic data</dd>


<dt>real</dt>
<dd><code>[data.frame]</code> Real data</dd>

</dl>

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dcor: Difference between correlation

Description

Usage

Arguments

See Also

Examples