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sdcMicro

Readme for R-Package sdcMicro

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Version

Install

install.packages('sdcMicro')

Monthly Downloads

1,206

Version

4.6.0

License

GPL-2

Issues

13

Pull Requests

1

Stars

91

Forks

26

Maintainer

Matthias Templ

Last Published

October 1st, 2015

Functions in sdcMicro (4.6.0)

calcRisks

Recompute Risk and Frequencies for a sdcMicroObj
CASCrefmicrodata

Census data set
microaggregation

Microaggregation
Tarragona

Tarragona data set
sampleCat

Microaggregation for numerical and categorical key variables based on a distance similar to the GOWER DISTANCE
summary.micro

Summary method for objects from class micro
plot.sdcMicroObj

Plotfunctions for objects of class sdcMicroObj-class
mafast

Fast and Simple Microaggregation
francdat

data from the casc project
rankSwap

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.
indivRisk

Individual Risk computation
LocalRecProg

Local recoding via Edmond's maximum weighted matching algorithm
pram

Post Randomization
globalRecode

Global Recoding
addNoise

Adding noise to perturb data
groupVars

Join levels of a keyVariable in an object of class sdcMicroObj-class
localSupp

Local Suppression
summary.pram

Summary method for objects from class pram
measure_risk

Disclosure Risk for Categorical Variables
microData

microData
print.localSuppression

Print method for objects from class localSuppression
dRiskRMD

RMD based disclosure risk
suda2

Suda2: Detecting Special Uniques
print.pram

Print method for objects from class pram
EIA

EIA data set
freq

Print and Extractor Functions for objects of class sdcMicroObj-class
print.micro

Print method for objects from class micro
dRisk

overal disclosure risk
sdcMicroObj-class

Class "sdcMicroObj"
generateStrata

Generate one strata variable from multiple factors
print.indivRisk

Print method for objects from class indivRisk
extractManipData

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

Frequencies calculation for risk estimation
localSuppression

Local Suppression to obtain k-anonymity
topBotCoding

Top and Bottom Coding
removeDirectID

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

Comparison plots
dataGen

Fast generation of synthetic data
print.suda2

Print method for objects from class suda2
print.modrisk

Print method for objects from class modrisk
testdata

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

Shuffling and EGADP
dUtility

data utility
summary.freqCalc

Summary method for objects from class freqCalc
plot.localSuppression

plot method for localSuppression objects
modRisk

Global risk using log-linear models.
renameVars

Change the name of levels of a keyVariable in an object of class sdcMicroObj-class
valTable

Comparison of different microaggregation methods
free1

Demo data set from mu-Argus
report

Generate a HTML/LATEX output from an sdcMicroObj
varToFactor

Change the a keyVariable of an object of class sdcMicroObj-class from Numeric to Factor or from Factor to Numeric
LLmodGlobalRisk

Global risk using log-linear models.
casc1

Small Artificial Data set