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sdcMicro (version 4.5.0)

Statistical Disclosure Control Methods for Anonymization of Microdata and Risk Estimation

Description

Data from statistical agencies and other institutions are mostly confidential. This package can be used for the generation of anonymized (micro)data, i.e. for the creation of public- and scientific-use files. In addition, various risk estimation methods are included. Note that the package 'sdcMicroGUI' includes a graphical user interface for various methods in this package.

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Version

Install

install.packages('sdcMicro')

Monthly Downloads

685

Version

4.5.0

License

GPL-2

Issues

13

Pull Requests

1

Stars

85

Forks

24

Maintainer

Matthias Templ

Last Published

May 4th, 2015

Functions in sdcMicro (4.5.0)

localSuppression

Local Suppression to obtain k-anonymity
LocalRecProg

Local recoding via Edmond's maximum weighted matching algorithm
groupVars

Join levels of a keyVariable in an object of class 'sdcMicroObj'
dRisk

overal disclosure risk
measure_risk

Disclosure Risk for Categorical Variables
plot.localSuppression

plot method for localSuppression objects
freq-methods

Print and Extractor Functions for objects of class 'sdcMicroObj'
addNoise

Adding noise to perturb data
generateStrata

Generate one strata variable from multiple factors
extractManipData

Remove certain variables from the data set inside a sdc object.
shuffle

Shuffling and EGADP
casc1

Small Artificial Data set
print.localSuppression

Print method for objects from class localSuppression
microData

microData
free1

Demo data set from mu-Argus
mafast

Fast and Simple Microaggregation
print.suda2

Print method for objects from class suda2
valTable

Comparison of different microaggregation methods
francdat

data from the casc project
freqCalc

Frequencies calculation for risk estimation
rankSwap

Rank Swapping
dRiskRMD

RMD based disclosure risk
removeDirectID

Remove certain variables from the data set inside a sdc object.
localSupp2Wrapper

Local Suppression 2
summary.micro

Summary method for objects from class micro
calcRisks

Recompute Risk and Frequencies for a sdcMicroObj
plotMicro

Comparison plots
sdcMicroObj-class

Class "sdcMicroObj"
microaggregation

Microaggregation
suda2

Suda2: Detecting Special Uniques
print.indivRisk

Print method for objects from class indivRisk
dataGen

Fast generation of synthetic data
varToFactor

Change the a keyVariable of an object of class 'sdcMicroObj' from Numeric to Factor or from Factor to Numeric
pram

Post Randomization
sdcMicro-package

Statistical Disclosure Control (SDC) for the generation of protected microdata for researchers and for public use.
localSupp

Local Suppression
localSupp2

Local Suppression 2
summary.pram

Summary method for objects from class pram
EIA

EIA data set
summary.freqCalc

Summary method for objects from class freqCalc
renameVars

Change the name of levels of a keyVariable in an object of class 'sdcMicroObj'
testdata

A real-world data set on household income and expenditures
print.micro

Print method for objects from class micro
sdcMicro-deprecated

Deprecated Functions in sdcMicro Package
swappNum

Rank Swapping
topBotCoding

Top and Bottom Coding
microaggrGower

Microaggregation for numerical and categorical key variables based on a distance similar to the GOWER DISTANCE
Tarragona

Tarragona data set
LLmodGlobalRisk

Global risk using log-linear models.
dUtility

data utility
print.freqCalc

Print method for objects from class freqCalc
swappNum-deprecated

Rank Swapping
report

Generate a HTML/LATEX output from an sdcMicroObj
CASCrefmicrodata

Census data set
indivRisk

Individual Risk computation
globalRecode

Global Recoding