Freq
kAnon_violations
Local recoding via Edmond's maximum weighted matching algorithm
Demo data set from mu-Argus
Census data set
Fast generation of synthetic data
overal disclosure risk
Replaces the raw household-level data with the anonymized household-level data in the full dataset
for anonymization of data with a household structure (or other hierarchical structure).
Requires a matching household ID in both files.
nextSdcObj
importProblem
Small Artificial Data set
addGhostVars
data utility
Creates new randomized IDs
microData
Join levels of a variables in an object of class
sdcMicroObj-class factor or data.frame Individual Risk computation
Detection and winsorization of multivariate outliers
Global risk using log-linear models.
Remove certain variables from the data set inside a sdc object.
RMD based disclosure risk
Local Suppression
Local Suppression to obtain k-anonymity
EIA data set
Plotfunctions for objects of class sdcMicroObj-class Creates a household level file from a dataset with a household structure.
Frequencies calculation for risk estimation
get.sdcMicroObj
Print and Extractor Functions for objects of class sdcMicroObj-class Print method for objects from class pram
plot method for localSuppression objects
readMicrodata
data from the casc project
Print method for objects from class freqCalc.
Post Randomization
A real-world data set on household income and expenditures
Disclosure Risk for Categorical Variables
set.sdcMicroObj
Print method for objects from class micro
Global Recoding
Class "sdcMicroObj"
Rank Swapping
Show
Remove certain variables from the data set inside a sdc object.
Generate one strata variable from multiple factors
Top and Bottom Coding
Print method for objects from class suda2
Fast and Simple Microaggregation
Microaggregation
Comparison plots
Suda2: Detecting Special Uniques
Microaggregation for numerical and categorical key variables based on a
distance similar to the Gower Distance
Print method for objects from class modrisk
Generate an Html-report from an sdcMicroObj
riskyCells
sdcApp
Print method for objects from class indivRisk
subsetMicrodata
Summary method for objects from class freqCalc
Statistical Disclosure Control (SDC) for the generation of protected
microdata for researchers and for public use.
Shuffling and EGADP
writeSafeFile
Summary method for objects from class pram
Comparison of different microaggregation methods
Summary method for objects from class micro
Print method for objects from class localSuppression
Change the a keyVariable of an object of class sdcMicroObj-class Tarragona data set
argus_rankswap
Adding noise to perturb data
Recompute Risk and Frequencies for a sdcMicroObj
argus_microaggregation
Global risk using log-linear models.