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sdcMicro (version 4.0.1)

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

1,206

Version

4.0.1

License

GPL-2

Maintainer

Matthias Templ

Last Published

April 6th, 2013

Functions in sdcMicro (4.0.1)

measure_risk

Disclosure Risk for Categorical Variables
dataGen

Fast generation of synthetic data
sdcMicroObj-class

Class "sdcMicroObj"
topBotCoding

Top and Bottom Coding
globalRecode

Global Recoding
Tarragona

Tarragona data set
summary.pram

Summary method for objects from class pram
plotMicro

Comparison plots
swappNum-deprecated

Rank Swapping
print.freqCalc

Print method for objects from class freqCalc
sdcMicro-package

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

Print method for objects from class pram
microaggregation

Microaggregation
plot.localSuppression

plot method for localSuppression objects
CASCrefmicrodata

Census data set
print.localSuppression

Print method for objects from class localSuppression
dUtility

data utility
shuffle

Shuffling and EGADP
indivRisk

Individual Risk computation
LLmodGlobalRisk

Global risk using log-linear models.
renameVars

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

Recompute Risk and Frequencies for a sdcMicroObj
localSupp2

Local Suppression 2
swappNum

Rank Swapping
sdcMicro-deprecated

Deprecated Functions in sdcMicro Package
summary.micro

Summary method for objects from class micro
francdat

data from the casc project
print.micro

Print method for objects from class micro
suda2

Suda2: Detecting Special Uniques
varToFactor

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

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

A real-world data set on household income and expenditures
print.indivRisk

Print method for objects from class indivRisk
valTable

Comparison of different microaggregation methods
print.suda2

Print method for objects from class suda2
dRisk

overal disclosure risk
summary.freqCalc

Summary method for objects from class freqCalc
removeDirectID

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

Local Suppression to obtain k-anonymity
localSupp2Wrapper

Local Suppression 2
freqCalc

Frequencies calculation for risk estimation
rankSwap

Rank Swapping
dRiskRMD

RMD based disclosure risk
pram_strata

Post Randomization
EIA

EIA data set
microData

microData
report

Generate a HTML output from an sdcMicroObj
pram

Post RAndomisation Method (PRAM)
casc1

Small Artificial Data set
localSupp

Local Suppression
LocalRecProg

Local recoding via Edmond's maximum weighted matching algorithm
free1

Demo data set from mu-Argus
addNoise

Adding noise to perturb data