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sdcMicro (version 2.0.3)

Statistical Disclosure Control methods for the generation 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 save (micro)data, i.e. for the generation of public- and scientific-use files.

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Version

Install

install.packages('sdcMicro')

Monthly Downloads

785

Version

2.0.3

License

GPL 2.0

Maintainer

Matthias Templ

Last Published

March 11th, 2024

Functions in sdcMicro (2.0.3)

topBotCoding

Top and Bottom Coding
addNoise

Adding noise for the perturbation of data
EIA

EIA data set
plotMicro

Comparison plots
dataGen

Fast generation of synthetic data
print.freqCalc

Print method for objects from class freqCalc
localSupp

Local Suppression
dRisk

overal disclosure risk
francdat

data from the casc project
free1

Demo data set from mu-Argus
casc1

Small Artificial Data set
valTable

Comparison of different microaggregation methods
Tarragona

Tarragona data set
CASCrefmicrodata

Census data set
microData

microData
print.indivRisk

Print method for objects from class indivRisk
freqCalc

Frequencies calculation for risk estimation
sdcMicro-package

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

Individual Risk computation
plot.indivRisk

plot method for indivRisk objects
swappNum

Rank Swapping
summary.freqCalc

Summary method for objects from class freqCalc
globalRecode

Global Recoding
microaggregation

Microaggregation
print.micro

Print method for objects from class micro
dUtility

data utility
summary.micro

Summary method for objects from class micro