CASCrefmicrodata

This test data set was obtained on July 27, 2000 using the public use Data
Extraction System of the U.S. Bureau of the Census.

datasets

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 

CASCrefmicrodata function

A data frame sampled from year 1995 with 1080 observations on the
following 13 variables.<dl>
<dt>AFNLWGT</dt>
<dd>Final weight (2 implied decimal places)</dd><dt>AGI</dt>
<dd>Adjusted gross income</dd><dt>EMCONTRB</dt>
<dd>Employer contribution for hlth insurance</dd><dt>FEDTAX</dt>
<dd>Federal income tax liability</dd><dt>PTOTVAL</dt>
<dd>Total person income</dd><dt>STATETAX</dt>
<dd>State income tax liability</dd><dt>TAXINC</dt>
<dd>Taxable income amount</dd><dt>POTHVAL</dt>
<dd>Total other persons income</dd><dt>INTVAL</dt>
<dd>Amt of interest income</dd><dt>PEARNVAL</dt>
<dd>Total person earnings</dd><dt>FICA</dt>
<dd>Soc. sec. retirement payroll deduction</dd><dt>WSALVAL</dt>
<dd>Amount: Total Wage and salary</dd><dt>ERNVAL</dt>
<dd>Business or Farm net earnings</dd></dl>

Format

Census data set — CASCrefmicrodata

A data frame sampled from year 1995 with 1080 observations on the
following 13 variables.<dl>
<dt>AFNLWGT</dt>
<dd>Final weight (2 implied decimal places)</dd>

<dt>AGI</dt>
<dd>Adjusted gross income</dd>

<dt>EMCONTRB</dt>
<dd>Employer contribution for hlth insurance</dd>

<dt>FEDTAX</dt>
<dd>Federal income tax liability</dd>

<dt>PTOTVAL</dt>
<dd>Total person income</dd>

<dt>STATETAX</dt>
<dd>State income tax liability</dd>

<dt>TAXINC</dt>
<dd>Taxable income amount</dd>

<dt>POTHVAL</dt>
<dd>Total other persons income</dd>

<dt>INTVAL</dt>
<dd>Amt of interest income</dd>

<dt>PEARNVAL</dt>
<dd>Total person earnings</dd>

<dt>FICA</dt>
<dd>Soc. sec. retirement payroll deduction</dd>

<dt>WSALVAL</dt>
<dd>Amount: Total Wage and salary</dd>

<dt>ERNVAL</dt>
<dd>Business or Farm net earnings</dd>

</dl>

CASCrefmicrodata: Census data set

Description

Arguments

Format

References

Examples