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