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sdcMicro
Readme for R-Package sdcMicro
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Install
install.packages('sdcMicro')
Monthly Downloads
1,186
Version
4.6.0
License
GPL-2
Issues
10
Pull Requests
1
Stars
75
Forks
23
Repository
https://github.com/alexkowa/sdcMicro
Maintainer
Matthias Templ
Last Published
October 1st, 2015
Functions in sdcMicro (4.6.0)
Search functions
calcRisks
Recompute Risk and Frequencies for a sdcMicroObj
CASCrefmicrodata
Census data set
microaggregation
Microaggregation
Tarragona
Tarragona data set
sampleCat
Microaggregation for numerical and categorical key variables based on a distance similar to the GOWER DISTANCE
summary.micro
Summary method for objects from class micro
plot.sdcMicroObj
Plotfunctions for objects of class
sdcMicroObj-class
mafast
Fast and Simple Microaggregation
francdat
data from the casc project
rankSwap
Rank Swapping
print.freqCalc
Print method for objects from class freqCalc
sdcMicro-package
Statistical Disclosure Control (SDC) for the generation of protected microdata for researchers and for public use.
indivRisk
Individual Risk computation
LocalRecProg
Local recoding via Edmond's maximum weighted matching algorithm
pram
Post Randomization
globalRecode
Global Recoding
addNoise
Adding noise to perturb data
groupVars
Join levels of a keyVariable in an object of class
sdcMicroObj-class
localSupp
Local Suppression
summary.pram
Summary method for objects from class pram
measure_risk
Disclosure Risk for Categorical Variables
microData
microData
print.localSuppression
Print method for objects from class localSuppression
dRiskRMD
RMD based disclosure risk
suda2
Suda2: Detecting Special Uniques
print.pram
Print method for objects from class pram
EIA
EIA data set
freq
Print and Extractor Functions for objects of class
sdcMicroObj-class
print.micro
Print method for objects from class micro
dRisk
overal disclosure risk
sdcMicroObj-class
Class
"sdcMicroObj"
generateStrata
Generate one strata variable from multiple factors
print.indivRisk
Print method for objects from class indivRisk
extractManipData
Remove certain variables from the data set inside a sdc object.
freqCalc
Frequencies calculation for risk estimation
localSuppression
Local Suppression to obtain k-anonymity
topBotCoding
Top and Bottom Coding
removeDirectID
Remove certain variables from the data set inside a sdc object.
plotMicro
Comparison plots
dataGen
Fast generation of synthetic data
print.suda2
Print method for objects from class suda2
print.modrisk
Print method for objects from class modrisk
testdata
A real-world data set on household income and expenditures
shuffle
Shuffling and EGADP
dUtility
data utility
summary.freqCalc
Summary method for objects from class freqCalc
plot.localSuppression
plot method for localSuppression objects
modRisk
Global risk using log-linear models.
renameVars
Change the name of levels of a keyVariable in an object of class
sdcMicroObj-class
valTable
Comparison of different microaggregation methods
free1
Demo data set from mu-Argus
report
Generate a HTML/LATEX output from an sdcMicroObj
varToFactor
Change the a keyVariable of an object of class
sdcMicroObj-class
from Numeric to Factor or from Factor to Numeric
LLmodGlobalRisk
Global risk using log-linear models.
casc1
Small Artificial Data set