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sdcMicro (version 4.0.2)

Statistical Disclosure Control methods for the production 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 creation 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

999

Version

4.0.2

License

GPL-2

Maintainer

Matthias Templ

Last Published

April 22nd, 2013

Functions in sdcMicro (4.0.2)

microData

microData
free1

Demo data set from mu-Argus
francdat

data from the casc project
plot.localSuppression

plot method for localSuppression objects
plotMicro

Comparison plots
suda2

Suda2: Detecting Special Uniques
localSuppression

Local Suppression to obtain k-anonymity
addNoise

Adding noise to perturb data
CASCrefmicrodata

Census data set
dataGen

Fast generation of synthetic data
print.pram

Print method for objects from class pram
removeDirectID

Remove certain variables from the data set inside a sdc object.
casc1

Small Artificial Data set
summary.pram

Summary method for objects from class pram
pram_strata

Post Randomization
testdata

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

Generate a HTML output from an sdcMicroObj
print.indivRisk

Print method for objects from class indivRisk
print.localSuppression

Print method for objects from class localSuppression
summary.freqCalc

Summary method for objects from class freqCalc
pram

Post RAndomisation Method (PRAM)
localSupp

Local Suppression
valTable

Comparison of different microaggregation methods
print.micro

Print method for objects from class micro
print.freqCalc

Print method for objects from class freqCalc
swappNum

Rank Swapping
microaggregation

Microaggregation
groupVars

Join levels of a keyVariable in an object of class 'sdcMicroObj'
sdcMicro-package

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

data utility
EIA

EIA data set
localSupp2

Local Suppression 2
freqCalc

Frequencies calculation for risk estimation
renameVars

Change the name of levels of a keyVariable in an object of class 'sdcMicroObj'
swappNum-deprecated

Rank Swapping
LLmodGlobalRisk

Global risk using log-linear models.
indivRisk

Individual Risk computation
localSupp2Wrapper

Local Suppression 2
dRisk

overal disclosure risk
Tarragona

Tarragona data set
shuffle

Shuffling and EGADP
measure_risk

Disclosure Risk for Categorical Variables
summary.micro

Summary method for objects from class micro
dRiskRMD

RMD based disclosure risk
sdcMicro-deprecated

Deprecated Functions in sdcMicro Package
globalRecode

Global Recoding
calcRisks

Recompute Risk and Frequencies for a sdcMicroObj
sdcMicroObj-class

Class "sdcMicroObj"
rankSwap

Rank Swapping
LocalRecProg

Local recoding via Edmond's maximum weighted matching algorithm
topBotCoding

Top and Bottom Coding
freq-methods

Print and Extractor Functions for objects of class 'sdcMicroObj'
varToFactor

Change the a keyVariable of an object of class 'sdcMicroObj' from Numeric to Factor or from Factor to Numeric
print.suda2

Print method for objects from class suda2