# Statistical Disclosure Control Methods for Anonymization of Microdata and Risk Estimation

## Documentation for package ‘sdcMicro’ version 4.6.1

- DESCRIPTION file.
- User guides, package vignettes and other documentation.
- Package NEWS.

## Help Pages

A C D E F G I K L M N P R S T U V

sdcMicro-package | Statistical Disclosure Control (SDC) for the generation of protected microdata for researchers and for public use.

## -- A --

addNoise | Adding noise to perturb data
addNoise-method | Adding noise to perturb data
addNoise-methods | Adding noise to perturb data

## -- C --

calcRisks | Recompute Risk and Frequencies for a sdcMicroObj
calcRisks-method | Recompute Risk and Frequencies for a sdcMicroObj
calcRisks-methods | Recompute Risk and Frequencies for a sdcMicroObj
casc1 | Small Artificial Data set
CASCrefmicrodata | Census data set
createSdcObj | Class '"sdcMicroObj"'

## -- D --

dataGen | Fast generation of synthetic data
dataGen-method | Fast generation of synthetic data
dataGen-methods | Fast generation of synthetic data
dRisk | overal disclosure risk
dRisk-method | overal disclosure risk
dRisk-methods | overal disclosure risk
dRiskRMD | RMD based disclosure risk
dRiskRMD-method | RMD based disclosure risk
dRiskRMD-methods | RMD based disclosure risk
dUtility | data utility
dUtility-method | data utility
dUtility-methods | data utility

## -- E --

EIA | EIA data set
extractManipData | Remove certain variables from the data set inside a sdc object.
extractManipData-method | Remove certain variables from the data set inside a sdc object.
extractManipData-methods | Remove certain variables from the data set inside a sdc object.

## -- F --

francdat | data from the casc project
free1 | Demo data set from mu-Argus
freq | Print and Extractor Functions for objects of class 'sdcMicroObj-class'
freq-method | Print and Extractor Functions for objects of class 'sdcMicroObj-class'
freq-methods | Print and Extractor Functions for objects of class 'sdcMicroObj-class'
freqCalc | Frequencies calculation for risk estimation

## -- G --

generateStrata | Generate one strata variable from multiple factors
get.sdcMicroObj | Class '"sdcMicroObj"'
get.sdcMicroObj-method | Class '"sdcMicroObj"'
globalRecode | Global Recoding
globalRecode-method | Global Recoding
globalRecode-methods | Global Recoding
groupVars | Join levels of a keyVariable in an object of class 'sdcMicroObj-class'
groupVars-method | Join levels of a keyVariable in an object of class 'sdcMicroObj-class'
groupVars-methods | Join levels of a keyVariable in an object of class 'sdcMicroObj-class'

## -- I --

indivRisk | Individual Risk computation

## -- K --

kAnon | Local Suppression to obtain k-anonymity
kAnon-method | Local Suppression to obtain k-anonymity
kAnon-methods | Local Suppression to obtain k-anonymity

## -- L --

ldiversity | Disclosure Risk for Categorical Variables
ldiversity-method | Disclosure Risk for Categorical Variables
ldiversity-methods | Disclosure Risk for Categorical Variables
LLmodGlobalRisk | Global risk using log-linear models.
LLmodGlobalRisk-method | Global risk using log-linear models.
LLmodGlobalRisk-methods | Global risk using log-linear models.
LocalRecProg | Local recoding via Edmond's maximum weighted matching algorithm
LocalRecProg-method | Local recoding via Edmond's maximum weighted matching algorithm
LocalRecProg-methods | Local recoding via Edmond's maximum weighted matching algorithm
localSupp | Local Suppression
localSupp-method | Local Suppression
localSupp-methods | Local Suppression
localSuppression | Local Suppression to obtain k-anonymity
localSuppression-method | Local Suppression to obtain k-anonymity
localSuppression-methods | Local Suppression to obtain k-anonymity

## -- M --

mafast | Fast and Simple Microaggregation
mafast-method | Fast and Simple Microaggregation
mafast-methods | Fast and Simple Microaggregation
maxCat | Microaggregation for numerical and categorical key variables based on a distance similar to the GOWER DISTANCE
measure_risk | Disclosure Risk for Categorical Variables
measure_risk-method | Disclosure Risk for Categorical Variables
measure_risk-methods | Disclosure Risk for Categorical Variables
microaggregation | Microaggregation
microaggregation-method | Microaggregation
microaggregation-methods | Microaggregation
microaggrGower | Microaggregation for numerical and categorical key variables based on a distance similar to the GOWER DISTANCE
microaggrGower-method | Microaggregation for numerical and categorical key variables based on a distance similar to the GOWER DISTANCE
microaggrGower-methods | Microaggregation for numerical and categorical key variables based on a distance similar to the GOWER DISTANCE
microData | microData
modRisk | Global risk using log-linear models.
modrisk | Print method for objects from class modrisk
modRisk-method | Global risk using log-linear models.
modRisk-methods | Global risk using log-linear models.

## -- N --

nextSdcObj | Class '"sdcMicroObj"'
nextSdcObj,sdcMicroObj-method, | Class '"sdcMicroObj"'

## -- P --

plot | Plotfunctions for objects of class 'sdcMicroObj-class'
plot-method | Plotfunctions for objects of class 'sdcMicroObj-class'
plot-methods | Plotfunctions for objects of class 'sdcMicroObj-class'
plot.localSuppression | plot method for localSuppression objects
plot.sdcMicroObj | Plotfunctions for objects of class 'sdcMicroObj-class'
plotMicro | Comparison plots
pram | Post Randomization
pram-method | Post Randomization
pram-methods | Post Randomization
print | Print and Extractor Functions for objects of class 'sdcMicroObj-class'
print-method | Print and Extractor Functions for objects of class 'sdcMicroObj-class'
print-methods | Print and Extractor Functions for objects of class 'sdcMicroObj-class'
print.freqCalc | Print method for objects from class freqCalc
print.indivRisk | Print method for objects from class indivRisk
print.ldiversity | Disclosure Risk for Categorical Variables
print.localSuppression | Print method for objects from class localSuppression
print.measure_risk | Disclosure Risk for Categorical Variables
print.micro | Print method for objects from class micro
print.modrisk | Print method for objects from class modrisk
print.pram | Print method for objects from class pram
print.sdcMicroObj | Print and Extractor Functions for objects of class 'sdcMicroObj-class'
print.suda2 | Print method for objects from class suda2

## -- R --

rankSwap | Rank Swapping
rankSwap-method | Rank Swapping
rankSwap-methods | Rank Swapping
removeDirectID | Remove certain variables from the data set inside a sdc object.
removeDirectID-method | Remove certain variables from the data set inside a sdc object.
removeDirectID-methods | Remove certain variables from the data set inside a sdc object.
renameVars | Change the name of levels of a keyVariable in an object of class 'sdcMicroObj-class'
renameVars-method | Change the name of levels of a keyVariable in an object of class 'sdcMicroObj-class'
renameVars-methods | Change the name of levels of a keyVariable in an object of class 'sdcMicroObj-class'
report | Generate a HTML/LATEX output from an sdcMicroObj
report-method | Generate a HTML/LATEX output from an sdcMicroObj
report-methods | Generate a HTML/LATEX output from an sdcMicroObj

## -- S --

sampleCat | Microaggregation for numerical and categorical key variables based on a distance similar to the GOWER DISTANCE
sdcMicro | Statistical Disclosure Control (SDC) for the generation of protected microdata for researchers and for public use.
sdcMicroObj-class | Class '"sdcMicroObj"'
set.sdcMicroObj | Class '"sdcMicroObj"'
set.sdcMicroObj-method | Class '"sdcMicroObj"'
show | Class '"sdcMicroObj"'
show-method | Class '"sdcMicroObj"'
shuffle | Shuffling and EGADP
shuffle-method | Shuffling and EGADP
shuffle-methods | Shuffling and EGADP
suda2 | Suda2: Detecting Special Uniques
suda2-method | Suda2: Detecting Special Uniques
suda2-methods | Suda2: Detecting Special Uniques
summary.freqCalc | Summary method for objects from class freqCalc
summary.micro | Summary method for objects from class micro
summary.pram | Summary method for objects from class pram

## -- T --

Tarragona | Tarragona data set
testdata | A real-world data set on household income and expenditures
testdata2 | A real-world data set on household income and expenditures
topBotCoding | Top and Bottom Coding
topBotCoding-method | Top and Bottom Coding
topBotCoding-methods | Top and Bottom Coding

## -- U --

undolast | Class '"sdcMicroObj"'
undolast-method | Class '"sdcMicroObj"'

## -- V --

valTable | Comparison of different microaggregation methods
varToFactor | Change the a keyVariable of an object of class 'sdcMicroObj-class' from Numeric to Factor or from Factor to Numeric
varToFactor-method | Change the a keyVariable of an object of class 'sdcMicroObj-class' from Numeric to Factor or from Factor to Numeric
varToFactor-methods | Change the a keyVariable of an object of class 'sdcMicroObj-class' from Numeric to Factor or from Factor to Numeric
varToNumeric | Change the a keyVariable of an object of class 'sdcMicroObj-class' from Numeric to Factor or from Factor to Numeric
varToNumeric-method | Change the a keyVariable of an object of class 'sdcMicroObj-class' from Numeric to Factor or from Factor to Numeric
varToNumeric-methods | Change the a keyVariable of an object of class 'sdcMicroObj-class' from Numeric to Factor or from Factor to Numeric