sdcMicro v4.1.0

0

Monthly downloads

0th

Percentile

by Matthias Templ

Statistical Disclosure Control methods for anonymization of microdata and risk estimation

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. In addition, various risk estimation methods are included. Note that the package sdcMicroGUI includes a graphical user interface for various methods in this package.

Functions in sdcMicro

Name Description
print.micro Print method for objects from class micro
microaggrGower Microaggregation for numerical and categorical key variables based on a distance similar to the GOWER DISTANCE
CASCrefmicrodata Census data set
dUtility data utility
globalRecode Global Recoding
print.localSuppression Print method for objects from class localSuppression
rankSwap Rank Swapping
sdcMicro-deprecated Deprecated Functions in sdcMicro Package
report Generate a HTML/LATEX output from an sdcMicroObj
testdata A real-world data set on household income and expenditures
removeDirectID Remove certain variables from the data set inside a sdc object.
francdat data from the casc project
varToFactor Change the a keyVariable of an object of class 'sdcMicroObj' from Numeric to Factor or from Factor to Numeric
swappNum Rank Swapping
casc1 Small Artificial Data set
freq-methods Print and Extractor Functions for objects of class 'sdcMicroObj'
microData microData
dRiskRMD RMD based disclosure risk
topBotCoding Top and Bottom Coding
shuffle Shuffling and EGADP
localSuppression Local Suppression to obtain k-anonymity
EIA EIA data set
free1 Demo data set from mu-Argus
mafast Fast and Simple Microaggregation
dRisk overal disclosure risk
indivRisk Individual Risk computation
calcRisks Recompute Risk and Frequencies for a sdcMicroObj
print.indivRisk Print method for objects from class indivRisk
localSupp2Wrapper Local Suppression 2
LocalRecProg Local recoding via Edmond's maximum weighted matching algorithm
pram Post RAndomisation Method (PRAM)
valTable Comparison of different microaggregation methods
summary.pram Summary method for objects from class pram
print.pram Print method for objects from class pram
addNoise Adding noise to perturb data
dataGen Fast generation of synthetic data
localSupp2 Local Suppression 2
print.freqCalc Print method for objects from class freqCalc
LLmodGlobalRisk Global risk using log-linear models.
freqCalc Frequencies calculation for risk estimation
groupVars Join levels of a keyVariable in an object of class 'sdcMicroObj'
localSupp Local Suppression
plot.localSuppression plot method for localSuppression objects
measure_risk Disclosure Risk for Categorical Variables
renameVars Change the name of levels of a keyVariable in an object of class 'sdcMicroObj'
swappNum-deprecated Rank Swapping
microaggregation Microaggregation
pram_strata Post Randomization
print.suda2 Print method for objects from class suda2
sdcMicroObj-class Class "sdcMicroObj"
extractManipData Remove certain variables from the data set inside a sdc object.
Tarragona Tarragona data set
plotMicro Comparison plots
sdcMicro-package Statistical Disclosure Control (SDC) for the generation of protected microdata for researchers and for public use.
summary.freqCalc Summary method for objects from class freqCalc
suda2 Suda2: Detecting Special Uniques
summary.micro Summary method for objects from class micro
No Results!

Last month downloads

Details

Type Package
Date 2013-11-04
LazyData TRUE
ByteCompile TRUE
LinkingTo Rcpp
License GPL-2
URL https://github.com/alexkowa/sdcMicro
Collate '0classes.r' 'addNoise.r' 'aux_functions.r' 'dataGen.r' 'dRisk.R' 'dRiskRMD.R' 'dUtility.R' 'freqCalc.r' 'globalRecode.R' 'GUIfunctions.R' 'indivRisk.R' 'LLmodGlobalRisk.R' 'LocalRecProg.R' 'localSupp.R' 'localSupp2.R' 'localSupp2Wrapper.R' 'localSuppression.R' 'mdav.R' 'measure_risk.R' 'methods.r' 'microaggregation.R' 'plot.localSuppression.R' 'plotMicro.R' 'pram_strata.R' 'pram.r' 'print.freqCalc.R' 'print.indivRisk.R' 'print.localSuppression.R' 'print.micro.R' 'print.pram.R' 'rankSwap.R' 'report.R' 'shuffle.R' 'suda2.R' 'summary.freqCalc.R' 'summary.micro.R' 'summary.pram.r' 'swappNum.R' 'timeEstimation.R' 'topBotCoding.R' 'valTable.R' 'zzz.R' 'printFunctions.R' 'mafast.R' 'maG.R'
Packaged 2013-11-04 14:26:04 UTC; alex
NeedsCompilation yes
Repository CRAN
Date/Publication 2013-11-04 18:58:25

Include our badge in your README

[![Rdoc](http://www.rdocumentation.org/badges/version/sdcMicro)](http://www.rdocumentation.org/packages/sdcMicro)