setRisk_cpp

Calculate risk for records to be swapped and donor records. Risks are defined by 1/counts, where counts is the number of records with the same values for specified <code>risk_variables</code> in the each geographic hierarchy.
This risk will be used as sampling probability for both sampling set and donor set.
 
NOTE: This is an internal function used for testing the C++-function <code>setRisk</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 

setRisk_cpp function

<dl><dt>data</dt>
<dd>micro data set containing only numeric values.</dd>
<dt>hierarchy</dt>
<dd>column indices of variables in <code>data</code> which refere to the geographic hierarchy in the micro data set. For instance county &gt; municipality &gt; district.</dd>
<dt>risk_variables</dt>
<dd>column indices of variables in <code>data</code> which will be considered for estimating the risk.</dd>
<dt>hid</dt>
<dd>column index in <code>data</code> which refers to the household identifier.</dd></dl>

Arguments

Calculate risk for records to be swapped and donor records. Risks are defined by 1/counts, where counts is the number of records with the same values for specified <code>risk_variables</code> in the each geographic hierarchy.
This risk will be used as sampling probability for both sampling set and donor set.
 
NOTE: This is an internal function used for testing the C++-function <code>setRisk</code> which is used inside the C++-function <code>recordSwap()</code>.

Calculate Risk — setRisk_cpp

<dl>

<dt>data</dt>
<dd>micro data set containing only numeric values.</dd>


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


<dt>risk_variables</dt>
<dd>column indices of variables in <code>data</code> which will be considered for estimating the risk.</dd>


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

</dl>

setRisk_cpp: Calculate Risk

Description

Usage

Arguments