Statistical Disclosure Control methods for the generation of public- and scientific-use files.


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Documentation for package ‘sdcMicro’ version 4.0.0

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A C D E F G I 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

-- F --

francdat data from the casc project
free1 Demo data set from mu-Argus
freqCalc Frequencies calculation for risk estimation

-- G --

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'
groupVars-method Join levels of a keyVariable in an object of class 'sdcMicroObj'
groupVars-methods Join levels of a keyVariable in an object of class 'sdcMicroObj'

-- I --

indivRisk Individual Risk computation

-- L --

ldiversity 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
localSupp2 Local Suppression 2
localSupp2Wrapper Local Suppression 2
localSuppression Local Suppression to obtain k-anonymity
localSuppression-method Local Suppression to obtain k-anonymity
localSuppression-methods Local Suppression to obtain k-anonymity

-- M --

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
microData microData

-- N --

nextSdcObj Class '"sdcMicroObj"'
nextSdcObj-method Class '"sdcMicroObj"'

-- P --

plot.localSuppression plot method for localSuppression objects
plotMicro Comparison plots
pram Post RAndomisation Method (PRAM)
pram-method Post RAndomisation Method (PRAM)
pram-methods Post RAndomisation Method (PRAM)
pram_strata Post Randomization
pram_strata-method Post Randomization
pram_strata-methods Post Randomization
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.pram Print method for objects from class pram
print.pram_strata Post Randomization
print.suda2 Print method for objects from class suda2

-- R --

rankSwap Rank Swapping
rankSwap-method Rank Swapping
rankSwap-methods Rank Swapping
renameVars Change the name of levels of a keyVariable in an object of class 'sdcMicroObj'
renameVars-method Change the name of levels of a keyVariable in an object of class 'sdcMicroObj'
renameVars-methods Change the name of levels of a keyVariable in an object of class 'sdcMicroObj'
report Generate a HTML output from an sdcMicroObj
report-method Generate a HTML output from an sdcMicroObj
report-methods Generate a HTML output from an sdcMicroObj

-- S --

sdcMicro Statistical Disclosure Control (SDC) for the generation of protected microdata for researchers and for public use.
sdcMicro-deprecated Deprecated Functions in sdcMicro Package
sdcMicroObj-class Class '"sdcMicroObj"'
set.sdcMicroObj Class '"sdcMicroObj"'
set.sdcMicroObj-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
swappNum Rank Swapping
swappNum-deprecated Rank Swapping

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