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sdcMicro (version 4.2.0)

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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Install

install.packages('sdcMicro')

Monthly Downloads

1,206

Version

4.2.0

License

GPL-2

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Maintainer

Matthias Templ

Last Published

January 10th, 2014

Functions in sdcMicro (4.2.0)

LocalRecProg

Local recoding via Edmond's maximum weighted matching algorithm
CASCrefmicrodata

Census data set
sdcMicroObj-class

Class "sdcMicroObj"
print.localSuppression

Print method for objects from class localSuppression
measure_risk

Disclosure Risk for Categorical Variables
EIA

EIA data set
freq-methods

Print and Extractor Functions for objects of class 'sdcMicroObj'
localSupp2Wrapper

Local Suppression 2
dataGen

Fast generation of synthetic data
suda2

Suda2: Detecting Special Uniques
localSupp

Local Suppression
sdcMicro-deprecated

Deprecated Functions in sdcMicro Package
report

Generate a HTML/LATEX output from an sdcMicroObj
shuffle

Shuffling and EGADP
print.micro

Print method for objects from class micro
Tarragona

Tarragona data set
indivRisk

Individual Risk computation
rankSwap

Rank Swapping
calcRisks

Recompute Risk and Frequencies for a sdcMicroObj
mafast

Fast and Simple Microaggregation
swappNum-deprecated

Rank Swapping
summary.freqCalc

Summary method for objects from class freqCalc
groupVars

Join levels of a keyVariable in an object of class 'sdcMicroObj'
print.indivRisk

Print method for objects from class indivRisk
microaggregation

Microaggregation
localSupp2

Local Suppression 2
pram

Post Randomization
dRisk

overal disclosure risk
swappNum

Rank Swapping
valTable

Comparison of different microaggregation methods
freqCalc

Frequencies calculation for risk estimation
localSuppression

Local Suppression to obtain k-anonymity
globalRecode

Global Recoding
microData

microData
topBotCoding

Top and Bottom Coding
print.freqCalc

Print method for objects from class freqCalc
removeDirectID

Remove certain variables from the data set inside a sdc object.
casc1

Small Artificial Data set
sdcMicro-package

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

Adding noise to perturb data
plot.localSuppression

plot method for localSuppression objects
dRiskRMD

RMD based disclosure risk
testdata

A real-world data set on household income and expenditures
generateStrata

Generate one strata variable from multiple factors
free1

Demo data set from mu-Argus
print.suda2

Print method for objects from class suda2
extractManipData

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

Summary method for objects from class micro
dUtility

data utility
francdat

data from the casc project
varToFactor

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

Summary method for objects from class pram
LLmodGlobalRisk

Global risk using log-linear models.
plotMicro

Comparison plots
microaggrGower

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

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