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sdcMicro (version 3.0.0)

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 includes also a graphical user interface.

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Version

Install

install.packages('sdcMicro')

Monthly Downloads

1,206

Version

3.0.0

License

GPL-2

Maintainer

Matthias Templ

Last Published

January 28th, 2012

Functions in sdcMicro (3.0.0)

localSupp2

Local Suppression 2
indivRisk

Individual Risk computation
rankSwap

Rank Swapping
casc1

Small Artificial Data set
microaggregation

Microaggregation
print.freqCalc

Print method for objects from class freqCalc
microData

microData
free1

Demo data set from mu-Argus
francdat

data from the casc project
dUtility

data utility
summary.pram

Summary method for objects from class pram
swappNum-deprecated

Rank Swapping
print.localSupp2

Print method for objects from class localSupp2
dRisk

overal disclosure risk
summary.micro

Summary method for objects from class micro
print.suda2

Print method for objects from class suda2
freqCalc

Frequencies calculation for risk estimation
plotMicro

Comparison plots
addNoise

Adding noise for the perturbation of data
dataGen

Fast generation of synthetic data
print.pram

Print method for objects from class pram
localSupp

Local Suppression
print.micro

Print method for objects from class micro
summary.freqCalc

Summary method for objects from class freqCalc
suda2

Suda2: Detecting Special Uniques
CASCrefmicrodata

Census data set
EIA

EIA data set
plot.localSupp2

plot method for localSupp2 objects
localSupp2Wrapper

Local Suppression 2
swappNum

Rank Swapping
globalRecode

Global Recoding
valTable

Comparison of different microaggregation methods
sdcMicro-package

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

RMD based disclosure risk
Tarragona

Tarragona data set
testdata

Dataset for testing purpose
topBotCoding

Top and Bottom Coding
plot.indivRisk

plot method for indivRisk objects
print.indivRisk

Print method for objects from class indivRisk
pram

Post RAndomisation Method (PRAM)