sdcMicro v4.1.0
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Statistical Disclosure Control methods for anonymization of microdata and risk estimation
Data from statistical agencies and other institutions are mostly
confidential. This package can be used for the generation of anonymized
(micro)data, i.e. for the creation of public- and scientific-use files.
In addition, various risk estimation methods are included.
Note that the package sdcMicroGUI includes a graphical user interface for various methods
in this package.
Functions in sdcMicro
| Name | Description | |
| print.micro | Print method for objects from class micro | |
| microaggrGower | Microaggregation for numerical and categorical key variables based on a distance similar to the GOWER DISTANCE | |
| CASCrefmicrodata | Census data set | |
| dUtility | data utility | |
| globalRecode | Global Recoding | |
| print.localSuppression | Print method for objects from class localSuppression | |
| rankSwap | Rank Swapping | |
| sdcMicro-deprecated | Deprecated Functions in sdcMicro Package | |
| report | Generate a HTML/LATEX output from an sdcMicroObj | |
| testdata | A real-world data set on household income and expenditures | |
| removeDirectID | Remove certain variables from the data set inside a sdc object. | |
| francdat | data from the casc project | |
| varToFactor | Change the a keyVariable of an object of class 'sdcMicroObj' from Numeric to Factor or from Factor to Numeric | |
| swappNum | Rank Swapping | |
| casc1 | Small Artificial Data set | |
| freq-methods | Print and Extractor Functions for objects of class 'sdcMicroObj' | |
| microData | microData | |
| dRiskRMD | RMD based disclosure risk | |
| topBotCoding | Top and Bottom Coding | |
| shuffle | Shuffling and EGADP | |
| localSuppression | Local Suppression to obtain k-anonymity | |
| EIA | EIA data set | |
| free1 | Demo data set from mu-Argus | |
| mafast | Fast and Simple Microaggregation | |
| dRisk | overal disclosure risk | |
| indivRisk | Individual Risk computation | |
| calcRisks | Recompute Risk and Frequencies for a sdcMicroObj | |
| print.indivRisk | Print method for objects from class indivRisk | |
| localSupp2Wrapper | Local Suppression 2 | |
| LocalRecProg | Local recoding via Edmond's maximum weighted matching algorithm | |
| pram | Post RAndomisation Method (PRAM) | |
| valTable | Comparison of different microaggregation methods | |
| summary.pram | Summary method for objects from class pram | |
| print.pram | Print method for objects from class pram | |
| addNoise | Adding noise to perturb data | |
| dataGen | Fast generation of synthetic data | |
| localSupp2 | Local Suppression 2 | |
| print.freqCalc | Print method for objects from class freqCalc | |
| LLmodGlobalRisk | Global risk using log-linear models. | |
| freqCalc | Frequencies calculation for risk estimation | |
| groupVars | Join levels of a keyVariable in an object of class 'sdcMicroObj' | |
| localSupp | Local Suppression | |
| plot.localSuppression | plot method for localSuppression objects | |
| measure_risk | Disclosure Risk for Categorical Variables | |
| renameVars | Change the name of levels of a keyVariable in an object of class 'sdcMicroObj' | |
| swappNum-deprecated | Rank Swapping | |
| microaggregation | Microaggregation | |
| pram_strata | Post Randomization | |
| print.suda2 | Print method for objects from class suda2 | |
| sdcMicroObj-class | Class "sdcMicroObj" | |
| extractManipData | Remove certain variables from the data set inside a sdc object. | |
| Tarragona | Tarragona data set | |
| plotMicro | Comparison plots | |
| sdcMicro-package | Statistical Disclosure Control (SDC) for the generation of protected microdata for researchers and for public use. | |
| summary.freqCalc | Summary method for objects from class freqCalc | |
| suda2 | Suda2: Detecting Special Uniques | |
| summary.micro | Summary method for objects from class micro | |
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Details
| Type | Package |
| Date | 2013-11-04 |
| LazyData | TRUE |
| ByteCompile | TRUE |
| LinkingTo | Rcpp |
| License | GPL-2 |
| URL | https://github.com/alexkowa/sdcMicro |
| Collate | '0classes.r' 'addNoise.r' 'aux_functions.r' 'dataGen.r' 'dRisk.R' 'dRiskRMD.R' 'dUtility.R' 'freqCalc.r' 'globalRecode.R' 'GUIfunctions.R' 'indivRisk.R' 'LLmodGlobalRisk.R' 'LocalRecProg.R' 'localSupp.R' 'localSupp2.R' 'localSupp2Wrapper.R' 'localSuppression.R' 'mdav.R' 'measure_risk.R' 'methods.r' 'microaggregation.R' 'plot.localSuppression.R' 'plotMicro.R' 'pram_strata.R' 'pram.r' 'print.freqCalc.R' 'print.indivRisk.R' 'print.localSuppression.R' 'print.micro.R' 'print.pram.R' 'rankSwap.R' 'report.R' 'shuffle.R' 'suda2.R' 'summary.freqCalc.R' 'summary.micro.R' 'summary.pram.r' 'swappNum.R' 'timeEstimation.R' 'topBotCoding.R' 'valTable.R' 'zzz.R' 'printFunctions.R' 'mafast.R' 'maG.R' |
| Packaged | 2013-11-04 14:26:04 UTC; alex |
| NeedsCompilation | yes |
| Repository | CRAN |
| Date/Publication | 2013-11-04 18:58:25 |
| depends | base (>= 2.10) , brew , data , data.table , knitr , R (>= 2.10) , xtable |
| imports | car , cluster , e1071 , MASS , methods , Rcpp , robustbase , sets , tools |
| Contributors | Bernhard Meindl, Matthias Templ, Alexander Kowarik |
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