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