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sdcMicro (version 4.0.3)

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

Description

Data from statistical agencies and other institutions are mostly confidential. This package can be used for the generation of anonymized (micro)data, i.e. for the creation of public- and scientific-use files. The package sdcMicroGUI includes a graphical user interface for the methods in this package.

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Version

Install

install.packages('sdcMicro')

Monthly Downloads

1,206

Version

4.0.3

License

GPL-2

Maintainer

Matthias Templ

Last Published

June 12th, 2013

Functions in sdcMicro (4.0.3)

plot.localSuppression

plot method for localSuppression objects
sdcMicro-deprecated

Deprecated Functions in sdcMicro Package
freq-methods

Print and Extractor Functions for objects of class 'sdcMicroObj'
print.suda2

Print method for objects from class suda2
addNoise

Adding noise to perturb data
print.micro

Print method for objects from class micro
dRisk

overal disclosure risk
print.indivRisk

Print method for objects from class indivRisk
microaggregation

Microaggregation
indivRisk

Individual Risk computation
pram_strata

Post Randomization
localSuppression

Local Suppression to obtain k-anonymity
calcRisks

Recompute Risk and Frequencies for a sdcMicroObj
EIA

EIA data set
free1

Demo data set from mu-Argus
localSupp

Local Suppression
varToFactor

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

data from the casc project
sdcMicro-package

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

RMD based disclosure risk
casc1

Small Artificial Data set
rankSwap

Rank Swapping
LocalRecProg

Local recoding via Edmond's maximum weighted matching algorithm
localSupp2

Local Suppression 2
print.freqCalc

Print method for objects from class freqCalc
Tarragona

Tarragona data set
CASCrefmicrodata

Census data set
print.pram

Print method for objects from class pram
report

Generate a HTML output from an sdcMicroObj
swappNum

Rank Swapping
shuffle

Shuffling and EGADP
sdcMicroObj-class

Class "sdcMicroObj"
measure_risk

Disclosure Risk for Categorical Variables
LLmodGlobalRisk

Global risk using log-linear models.
valTable

Comparison of different microaggregation methods
summary.freqCalc

Summary method for objects from class freqCalc
groupVars

Join levels of a keyVariable in an object of class 'sdcMicroObj'
dataGen

Fast generation of synthetic data
swappNum-deprecated

Rank Swapping
localSupp2Wrapper

Local Suppression 2
dUtility

data utility
summary.pram

Summary method for objects from class pram
freqCalc

Frequencies calculation for risk estimation
globalRecode

Global Recoding
renameVars

Change the name of levels of a keyVariable in an object of class 'sdcMicroObj'
removeDirectID

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

Fast and Simple Microaggregation
topBotCoding

Top and Bottom Coding
summary.micro

Summary method for objects from class micro
suda2

Suda2: Detecting Special Uniques
plotMicro

Comparison plots
pram

Post RAndomisation Method (PRAM)
microData

microData
print.localSuppression

Print method for objects from class localSuppression
testdata

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

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