testdata

testdata2

A concise (1-5 lines) description of the dataset.

datasets

Data from statistical agencies and other institutions are mostly
confidential. This package (see also 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 anonymisation methods are included. Note that the package
includes a graphical user interface (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

testdata function

testdata: a data frame with 4580 observations on the following 15 variables.<dl>
<dt>urbrur</dt>
<dd>a numeric vector</dd><dt>roof</dt>
<dd>a numeric vector</dd><dt>walls</dt>
<dd>a numeric vector</dd><dt>water</dt>
<dd>a numeric vector</dd><dt>electcon</dt>
<dd>a numeric vector</dd><dt>relat</dt>
<dd>a numeric vector</dd><dt>sex</dt>
<dd>a numeric vector</dd><dt>age</dt>
<dd>a numeric vector</dd><dt>hhcivil</dt>
<dd>a numeric vector</dd><dt>expend</dt>
<dd>a numeric vector</dd><dt>income</dt>
<dd>a numeric vector</dd><dt>savings</dt>
<dd>a numeric vector</dd><dt>ori_hid</dt>
<dd>a numeric vector</dd><dt>sampling_weight</dt>
<dd>a numeric vector</dd><dt>household_weights</dt>
<dd>a numeric vector</dd></dl>testdata2: A data frame with 93 observations on the following 19 variables.<dl>
<dt>urbrur</dt>
<dd>a numeric vector</dd><dt>roof</dt>
<dd>a numeric vector</dd><dt>walls</dt>
<dd>a numeric vector</dd><dt>water</dt>
<dd>a numeric vector</dd><dt>electcon</dt>
<dd>a numeric vector</dd><dt>relat</dt>
<dd>a numeric vector</dd><dt>sex</dt>
<dd>a numeric vector</dd><dt>age</dt>
<dd>a numeric vector</dd><dt>hhcivil</dt>
<dd>a numeric vector</dd><dt>expend</dt>
<dd>a numeric vector</dd><dt>income</dt>
<dd>a numeric vector</dd><dt>savings</dt>
<dd>a numeric vector</dd><dt>ori_hid</dt>
<dd>a numeric vector</dd><dt>sampling_weight</dt>
<dd>a numeric vector</dd><dt>represent</dt>
<dd>a numeric vector</dd><dt>category_count</dt>
<dd>a numeric vector</dd><dt>relat2</dt>
<dd>a numeric vector</dd><dt>water2</dt>
<dd>a numeric vector</dd><dt>water3</dt>
<dd>a numeric vector</dd></dl>

Format

A real-world data set on household income and expenditures — testdata

testdata: a data frame with 4580 observations on the following 15 variables.<dl>
<dt>urbrur</dt>
<dd>a numeric vector</dd>

<dt>roof</dt>
<dd>a numeric vector</dd>

<dt>walls</dt>
<dd>a numeric vector</dd>

<dt>water</dt>
<dd>a numeric vector</dd>

<dt>electcon</dt>
<dd>a numeric vector</dd>

<dt>relat</dt>
<dd>a numeric vector</dd>

<dt>sex</dt>
<dd>a numeric vector</dd>

<dt>age</dt>
<dd>a numeric vector</dd>

<dt>hhcivil</dt>
<dd>a numeric vector</dd>

<dt>expend</dt>
<dd>a numeric vector</dd>

<dt>income</dt>
<dd>a numeric vector</dd>

<dt>savings</dt>
<dd>a numeric vector</dd>

<dt>ori_hid</dt>
<dd>a numeric vector</dd>

<dt>sampling_weight</dt>
<dd>a numeric vector</dd>

<dt>household_weights</dt>
<dd>a numeric vector</dd>

</dl>testdata2: A data frame with 93 observations on the following 19 variables.<dl>
<dt>urbrur</dt>
<dd>a numeric vector</dd>

<dt>roof</dt>
<dd>a numeric vector</dd>

<dt>walls</dt>
<dd>a numeric vector</dd>

<dt>water</dt>
<dd>a numeric vector</dd>

<dt>electcon</dt>
<dd>a numeric vector</dd>

<dt>relat</dt>
<dd>a numeric vector</dd>

<dt>sex</dt>
<dd>a numeric vector</dd>

<dt>age</dt>
<dd>a numeric vector</dd>

<dt>hhcivil</dt>
<dd>a numeric vector</dd>

<dt>expend</dt>
<dd>a numeric vector</dd>

<dt>income</dt>
<dd>a numeric vector</dd>

<dt>savings</dt>
<dd>a numeric vector</dd>

<dt>ori_hid</dt>
<dd>a numeric vector</dd>

<dt>sampling_weight</dt>
<dd>a numeric vector</dd>

<dt>represent</dt>
<dd>a numeric vector</dd>

<dt>category_count</dt>
<dd>a numeric vector</dd>

<dt>relat2</dt>
<dd>a numeric vector</dd>

<dt>water2</dt>
<dd>a numeric vector</dd>

<dt>water3</dt>
<dd>a numeric vector</dd>

</dl>

testdata: A real-world data set on household income and expenditures

Description

Arguments

Format

References

Examples