distributeRandom_cpp

Distribute `totalDraws` using ratio/probability vector `inputRatio` and randomly round each entry up or down such that the distribution results in an integer vector.
Returns an integer vector containing the number of units in `totalDraws` distributetd according to proportions in `inputRatio`.
 
NOTE: This is an internal function used for testing the C++-function <code>distributeRandom</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 

distributeRandom_cpp function

<dl><dt>inputRatio</dt>
<dd>vector containing ratios which are used to distribute number units in `totalDraws`.</dd>
<dt>totalDraws</dt>
<dd>number of units to distribute</dd>
<dt>seed</dt>
<dd>integer setting the sampling seed</dd></dl>

Arguments

Distribute `totalDraws` using ratio/probability vector `inputRatio` and randomly round each entry up or down such that the distribution results in an integer vector.
Returns an integer vector containing the number of units in `totalDraws` distributetd according to proportions in `inputRatio`.
 
NOTE: This is an internal function used for testing the C++-function <code>distributeRandom</code> which is used inside the C++-function <code>recordSwap()</code>.

Distribute — distributeRandom_cpp

<dl>

<dt>inputRatio</dt>
<dd>vector containing ratios which are used to distribute number units in `totalDraws`.</dd>


<dt>totalDraws</dt>
<dd>number of units to distribute</dd>


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

</dl>

distributeRandom_cpp: Distribute

Description

Usage

Arguments