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sdcMicro

Readme for R-Package sdcMicro

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Install

install.packages('sdcMicro')

Monthly Downloads

1,206

Version

5.0.2

License

GPL-2

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Repository

https://github.com/sdcTools/sdcMicro

Maintainer

Matthias Templ

Last Published

May 24th, 2017

Functions in sdcMicro (5.0.2)

casc1

Small Artificial Data set

createNewID

Creates new randomized IDs

Adding noise to perturb data

calcRisks

Recompute Risk and Frequencies for a sdcMicroObj

extractManipData

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

francdat

data from the casc project

groupAndRename

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

Global risk using log-linear models.

LocalRecProg

Local recoding via Edmond's maximum weighted matching algorithm

dRisk

overal disclosure risk

dRiskRMD

RMD based disclosure risk

Plotfunctions for objects of class sdcMicroObj-class

plotMicro

Comparison plots

print.micro

Print method for objects from class micro

print.modrisk

Print method for objects from class modrisk

free1

Demo data set from mu-Argus

freq

Freq

measure_risk

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.

dataGen

Fast generation of synthetic data

indivRisk

Individual Risk computation

Suda2: Detecting Special Uniques

summary.freqCalc

Summary method for objects from class freqCalc

pram

Post Randomization

print.freqCalc

Print method for objects from class freqCalc.

print.suda2

Print method for objects from class suda2

rankSwap

Rank Swapping

summary.micro

Summary method for objects from class micro

modRisk

Global risk using log-linear models.

report

Generate an Html-report from an sdcMicroObj

sdcApp

topBotCoding

Top and Bottom Coding

valTable

Comparison of different microaggregation methods

sampleCat

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

print.pram

Print method for objects from class pram

print.sdcMicroObj

Print and Extractor Functions for objects of class sdcMicroObj-class

selectHouseholdData

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

set.sdcMicroObj

varToFactor

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

writeSafeFile

freqCalc

Frequencies calculation for risk estimation

generateStrata

Generate one strata variable from multiple factors

nextSdcObj

localSuppression

Local Suppression to obtain k-anonymity

mafast

Fast and Simple Microaggregation

readMicrodata

removeDirectID

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

sdcMicro-package

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

sdcMicroObj-class

Class "sdcMicroObj"

plot.localSuppression

plot method for localSuppression objects

print.indivRisk

Print method for objects from class indivRisk

print.localSuppression

Print method for objects from class localSuppression

show,sdcMicroObj-method

Summary method for objects from class pram

testdata

A real-world data set on household income and expenditures