All functions

CASCrefmicrodata

Census data set

EIA

EIA data set

LocalRecProg()

Local recoding via Edmond's maximum weighted matching algorithm

Tarragona

Tarragona data set

addGhostVars()

addGhostVars

addNoise()

Adding noise to perturb data

argus_microaggregation()

argus_microaggregation

argus_rankswap()

argus_rankswap

calcRisks()

Recompute Risk and Frequencies for a sdcMicroObj

casc1

Small Artificial Data set

createDat()

Dummy Dataset for Record Swapping

createNewID()

Creates new randomized IDs

dRisk()

overal disclosure risk

dRiskRMD()

RMD based disclosure risk

dUtility()

Data-Utility measures

dataGen()

Fast generation of synthetic data

distributeDraws_cpp()

Distribute number of swaps

distributeRandom_cpp()

Distribute

extractManipData()

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

francdat

data from the casc project

free1

Demo data set from mu-Argus

freq()

Freq

freqCalc()

Frequencies calculation for risk estimation

generateStrata()

Generate one strata variable from multiple factors

get.sdcMicroObj()

get.sdcMicroObj

globalRecode()

Global Recoding

groupAndRename()

Join levels of a variables in an object of class sdcMicroObj-class or factor or data.frame

IL_correl() print(<il_correl>) IL_variables() print(<il_variables>)

Additional Information-Loss measures

importProblem()

importProblem

indivRisk()

Individual Risk computation

infoLoss()

Calculate information loss after targeted record swapping

kAnon_violations()

kAnon_violations

localSupp()

Local Suppression

localSuppression() kAnon()

Local Suppression to obtain k-anonymity

mafast()

Fast and Simple Microaggregation

measure_risk() ldiversity() print(<measure_risk>) print(<ldiversity>)

Disclosure Risk for Categorical Variables

mergeHouseholdData()

Replaces the raw household-level data with the anonymized household-level data in the full dataset for anonymization of data with a household structure (or other hierarchical structure). Requires a matching household ID in both files.

microData

microData

microaggrGower()

Microaggregation for numerical and categorical key variables based on a distance similar to the Gower Distance

microaggregation()

Microaggregation

modRisk()

Global risk using log-linear models.

mvTopCoding()

Detection and winsorization of multivariate outliers

nextSdcObj()

nextSdcObj

orderData_cpp()

Reorder data

plot(<localSuppression>)

Plots for localSuppression objects

plot(<sdcMicroObj>)

Plotfunctions for objects of class sdcMicroObj

plotMicro()

Comparison plots

pram()

Post Randomization

print(<freqCalc>)

Print method for objects from class freqCalc.

print(<indivRisk>)

Print method for objects from class indivRisk

print(<localSuppression>)

Print method for objects from class localSuppression

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

randSample_cpp()

Random Sampling

rankSwap()

Rank Swapping

readMicrodata()

readMicrodata

recordSwap()

Targeted Record Swapping

recordSwap_cpp()

Targeted Record Swapping

removeDirectID()

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

report()

Generate an Html-report from an sdcMicroObj

riskyCells()

riskyCells

sampleDonor_cpp()

Random sample for donor records

sdcApp()

sdcApp

sdcMicro-package sdcMicro

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

createSdcObj() undolast() `strataVar<-`()

Class "sdcMicroObj"

selectHouseholdData()

Creates a household level file from a dataset with a household structure.

set.sdcMicroObj()

set.sdcMicroObj

setLevels_cpp()

Define Swap-Levels

setRisk_cpp()

Calculate Risk

show(<sdcMicroObj>)

Show

shuffle()

Shuffling and EGADP

subsetMicrodata()

subsetMicrodata

suda2()

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

testdata testdata2

A real-world data set on household income and expenditures

topBotCoding()

Top and Bottom Coding

valTable()

Comparison of different microaggregation methods

varToFactor() varToNumeric()

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

writeSafeFile()

writeSafeFile