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sdcMicro (version 3.1.2)

Statistical Disclosure Control methods for the generation of public- and scientific-use files.

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 generation of public- and scientific-use files. The package sdcMicroGUI includes a graphical user interface for the methods in this package.

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Version

Install

install.packages('sdcMicro')

Monthly Downloads

1,206

Version

3.1.2

License

GPL-2

Maintainer

Matthias Templ

Last Published

September 4th, 2012

Functions in sdcMicro (3.1.2)

indivRisk

Individual Risk computation
EIA

EIA data set
dRisk

overal disclosure risk
addNoise

Adding noise for the perturbation of data
LocalRecProg

Local recoding via Edmond's maximum weighted matching algorithm
free1

Demo data set from mu-Argus
LLmodGlobalRisk

Global risk using log-linear models.
Tarragona

Tarragona data set
localSupp2Wrapper

Local Suppression 2
dataGen

Fast generation of synthetic data
francdat

data from the casc project
print.indivRisk

Print method for objects from class indivRisk
sdcMicro-deprecated

Deprecated Functions in sdcMicro Package
rankSwap

Rank Swapping
casc1

Small Artificial Data set
microData

microData
testdata

Dataset for testing purpose
summary.freqCalc

Summary method for objects from class freqCalc
print.micro

Print method for objects from class micro
print.pram

Print method for objects from class pram
localSupp

Local Suppression
localSuppression

Local Suppression to obtain k-anonymity
print.suda2

Print method for objects from class suda2
sdcMicro-package

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

plot method for localSuppression objects
measure_risk

Measure Risk for weighted or unweighted data / Individual risk to household risk / Compute a risk threshold based on a global risk value
microaggregation

Microaggregation
swappNum

Rank Swapping
print.freqCalc

Print method for objects from class freqCalc
plotMicro

Comparison plots
pram

Post RAndomisation Method (PRAM)
pram_strata

Post Randomization
summary.micro

Summary method for objects from class micro
swappNum-deprecated

Rank Swapping
topBotCoding

Top and Bottom Coding
suda2

Suda2: Detecting Special Uniques
CASCrefmicrodata

Census data set
summary.pram

Summary method for objects from class pram
valTable

Comparison of different microaggregation methods
dRiskRMD

RMD based disclosure risk
print.localSuppression

Print method for objects from class localSuppression
freqCalc

Frequencies calculation for risk estimation
dUtility

data utility
localSupp2

Local Suppression 2
globalRecode

Global Recoding