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sdcMicro (version 4.0.0)

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 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

4.0.0

License

GPL-2

Maintainer

Matthias Templ

Last Published

March 22nd, 2013

Functions in sdcMicro (4.0.0)

plot.localSuppression

plot method for localSuppression objects
sdcMicro-package

Statistical Disclosure Control (SDC) for the generation of protected microdata for researchers and for public use.
suda2

Suda2: Detecting Special Uniques
swappNum

Rank Swapping
shuffle

Shuffling and EGADP
groupVars

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

Top and Bottom Coding
measure_risk

Disclosure Risk for Categorical Variables
valTable

Comparison of different microaggregation methods
summary.pram

Summary method for objects from class pram
renameVars

Change the name of levels of a keyVariable in an object of class 'sdcMicroObj'
casc1

Small Artificial Data set
report

Generate a HTML output from an sdcMicroObj
dRisk

overal disclosure risk
print.localSuppression

Print method for objects from class localSuppression
summary.freqCalc

Summary method for objects from class freqCalc
LLmodGlobalRisk

Global risk using log-linear models.
localSupp2Wrapper

Local Suppression 2
varToFactor

Change the a keyVariable of an object of class 'sdcMicroObj' from Numeric to Factor or from Factor to Numeric
localSupp2

Local Suppression 2
print.pram

Print method for objects from class pram
addNoise

Adding noise to perturb data
microData

microData
pram

Post RAndomisation Method (PRAM)
microaggregation

Microaggregation
LocalRecProg

Local recoding via Edmond's maximum weighted matching algorithm
print.freqCalc

Print method for objects from class freqCalc
freqCalc

Frequencies calculation for risk estimation
summary.micro

Summary method for objects from class micro
rankSwap

Rank Swapping
testdata

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

Global Recoding
dataGen

Fast generation of synthetic data
localSuppression

Local Suppression to obtain k-anonymity
print.suda2

Print method for objects from class suda2
pram_strata

Post Randomization
print.micro

Print method for objects from class micro
sdcMicroObj-class

Class "sdcMicroObj"
print.indivRisk

Print method for objects from class indivRisk
dUtility

data utility
plotMicro

Comparison plots
sdcMicro-deprecated

Deprecated Functions in sdcMicro Package
EIA

EIA data set
free1

Demo data set from mu-Argus
CASCrefmicrodata

Census data set
Tarragona

Tarragona data set
localSupp

Local Suppression
calcRisks

Recompute Risk and Frequencies for a sdcMicroObj
dRiskRMD

RMD based disclosure risk
francdat

data from the casc project
indivRisk

Individual Risk computation
swappNum-deprecated

Rank Swapping