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sdcMicro (version 3.1.1)

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

685

Version

3.1.1

License

GPL-2

Maintainer

Matthias Templ

Last Published

April 12th, 2012

Functions in sdcMicro (3.1.1)

pram_strata

Post Randomization
summary.pram

Summary method for objects from class pram
free1

Demo data set from mu-Argus
summary.freqCalc

Summary method for objects from class freqCalc
casc1

Small Artificial Data set
addNoise

Adding noise for the perturbation of data
microaggregation

Microaggregation
EIA

EIA data set
localSupp2

Local Suppression 2
print.suda2

Print method for objects from class suda2
print.freqCalc

Print method for objects from class freqCalc
testdata

Dataset for testing purpose
topBotCoding

Top and Bottom Coding
print.micro

Print method for objects from class micro
print.pram

Print method for objects from class pram
measure_risk

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

Rank Swapping
francdat

data from the casc project
pram

Post RAndomisation Method (PRAM)
dataGen

Fast generation of synthetic data
plot.indivRisk

plot method for indivRisk objects
dUtility

data utility
localSupp

Local Suppression
microData

microData
Tarragona

Tarragona data set
print.localSupp2

Print method for objects from class localSupp2
indivRisk

Individual Risk computation
localSupp2Wrapper

Local Suppression 2
freqCalc

Frequencies calculation for risk estimation
summary.micro

Summary method for objects from class micro
suda2

Suda2: Detecting Special Uniques
sdcMicro-package

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

Rank Swapping
print.indivRisk

Print method for objects from class indivRisk
swappNum-deprecated

Rank Swapping
valTable

Comparison of different microaggregation methods
globalRecode

Global Recoding
plotMicro

Comparison plots
dRiskRMD

RMD based disclosure risk
CASCrefmicrodata

Census data set
plot.localSupp2

plot method for localSupp2 objects
dRisk

overal disclosure risk