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