Learn R Programming
⚠️There's a newer version (5.7.8) of this package.Take me there.

sdcMicro (version 2.0.4)

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.

Copy Link

Version

Install

install.packages('sdcMicro')

Monthly Downloads

685

Version

2.0.4

License

GPL 2.0

Maintainer

Matthias Templ

Last Published

March 11th, 2024

Functions in sdcMicro (2.0.4)

CASCrefmicrodata

Census data set
Tarragona

Tarragona data set
microaggregation

Microaggregation
free1

Demo data set from mu-Argus
EIA

EIA data set
indivRisk

Individual Risk computation
microData

microData
casc1

Small Artificial Data set
dataGen

Fast generation of synthetic data
addNoise

Adding noise for the perturbation of data
francdat

data from the casc project
plot.indivRisk

plot method for indivRisk objects
print.freqCalc

Print method for objects from class freqCalc
dUtility

data utility
topBotCoding

Top and Bottom Coding
dRisk

overal disclosure risk
summary.micro

Summary method for objects from class micro
localSupp

Local Suppression
summary.freqCalc

Summary method for objects from class freqCalc
plotMicro

Comparison plots
valTable

Comparison of different microaggregation methods
globalRecode

Global Recoding
print.micro

Print method for objects from class micro
freqCalc

Frequencies calculation for risk estimation
sdcMicro-package

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

Rank Swapping
print.indivRisk

Print method for objects from class indivRisk