distributeDraws_cpp

Distribute number of swaps across lowest hierarchy level according to a predefined <code>swaprate</code>. The swaprate is applied such that a single swap counts as swapping 2 households.
Number of swaps are randomly rounded up or down, if needed, such that the total number of swaps is in coherence with the swaprate.
 
NOTE: This is an internal function used for testing the C++-function <code>distributeDraws</code> which is used inside the C++-function <code>recordSwap()</code>.

Data from statistical agencies and other institutions are mostly
confidential. This package, introduced in Templ, Kowarik and Meindl (2017) <doi:10.18637/jss.v067.i04>, can be used for the generation of anonymized
(micro)data, i.e. for the creation of public- and scientific-use files.
The theoretical basis for the methods implemented can be found in Templ (2017) <doi:10.1007/978-3-319-50272-4>.
Various risk estimation and anonymization methods are included. Note that the package
includes a graphical user interface published in Meindl and Templ (2019) <doi:10.3390/a12090191> that allows to use various methods of this
package.

Matthias Templ

sdcMicro

Statistical Disclosure Control Methods for Anonymization of Data
and Risk Estimation

Bernhard Meindl

Alexander Kowarik

Johannes Gussenbauer

Organisation For Economic Co-Operation And Development 

Statistics Netherlands 

Pascal Heus 

distributeDraws_cpp function

<dl><dt>data</dt>
<dd>micro data containing the hierarchy levels and household ID</dd>
<dt>hierarchy</dt>
<dd>column indices of variables in <code>data</code> which refers to the geographic hierarchy in the micro data set. For instance county &gt; municipality &gt; district.</dd>
<dt>hid</dt>
<dd>column index in <code>data</code> which refers to the household identifier.</dd>
<dt>swaprate</dt>
<dd>double between 0 and 1 defining the proportion of households which should be swapped, see details for more explanations</dd>
<dt>seed</dt>
<dd>integer setting the sampling seed</dd></dl>

Arguments

Distribute number of swaps across lowest hierarchy level according to a predefined <code>swaprate</code>. The swaprate is applied such that a single swap counts as swapping 2 households.
Number of swaps are randomly rounded up or down, if needed, such that the total number of swaps is in coherence with the swaprate.
 
NOTE: This is an internal function used for testing the C++-function <code>distributeDraws</code> which is used inside the C++-function <code>recordSwap()</code>.

Distribute number of swaps — distributeDraws_cpp

<dl>

<dt>data</dt>
<dd>micro data containing the hierarchy levels and household ID</dd>


<dt>hierarchy</dt>
<dd>column indices of variables in <code>data</code> which refers to the geographic hierarchy in the micro data set. For instance county &gt; municipality &gt; district.</dd>


<dt>hid</dt>
<dd>column index in <code>data</code> which refers to the household identifier.</dd>


<dt>swaprate</dt>
<dd>double between 0 and 1 defining the proportion of households which should be swapped, see details for more explanations</dd>


<dt>seed</dt>
<dd>integer setting the sampling seed</dd>

</dl>

distributeDraws_cpp: Distribute number of swaps

Description

Usage

Arguments