Package: sdcMicro 5.7.8

Matthias Templ

sdcMicro: Statistical Disclosure Control Methods for Anonymization of Data and Risk Estimation

Data from statistical agencies and other institutions are mostly confidential. This package, introduced in Templ, Kowarik and Meindl (2017) <doi:10.18637/jss.v067.i04>, can be used for the generation of anonymized (micro)data, i.e. for the creation of public- and scientific-use files. The theoretical basis for the methods implemented can be found in Templ (2017) <doi:10.1007/978-3-319-50272-4>. Various risk estimation and anonymization methods are included. Note that the package includes a graphical user interface published in Meindl and Templ (2019) <doi:10.3390/a12090191> that allows to use various methods of this package.

Authors:Matthias Templ [aut, cre], Bernhard Meindl [aut], Alexander Kowarik [aut], Johannes Gussenbauer [aut], Organisation For Economic Co-Operation And Development [cph], Statistics Netherlands [cph], Pascal Heus [cph]

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Bug tracker:https://github.com/sdctools/sdcmicro/issues

On CRAN:

61 exports 79 stars 4.34 score 120 dependencies 4 mentions 254 scripts 1.1k downloads

Last updated 4 months agofrom:c4ead13ecc. Checks:OK: 7 NOTE: 2. Indexed: yes.

Exports:addGhostVarsaddNoiseargus_microaggregationargus_rankswapcalcRiskscreateDatcreateNewIDcreateSdcObjdataGendRiskdRiskRMDdUtilityextractManipDatafreqfreqCalcgenerateStrataget.sdcMicroObjglobalRecodegroupAndRenameIL_correlIL_variablesimportProblemindivRiskinfoLosskAnonkAnon_violationsldiversityLocalRecProglocalSupplocalSuppressionmafastmeasure_riskmergeHouseholdDatamicroaggregationmicroaggrGowermodRiskmvTopCodingnextSdcObjplot.localSuppressionplotMicropramprintrankSwapreadMicrodatarecordSwapremoveDirectIDreportriskyCellssdcAppselectHouseholdDataset.sdcMicroObjshowshufflestrataVar<-suda2topBotCodingundolastvalTablevarToFactorvarToNumericwriteSafeFile

Dependencies:abindbackportsbase64encbitbit64bootbroombslibcachemcarcarDataclassclicliprclustercolorspacecommonmarkcowplotcpp11crayoncrosstalkdata.tableDEoptimRDerivdigestdoBydplyrDTe1071evaluatefansifarverfastmapfontawesomeforcatsfsgenericsggplot2gluegtablehavenhighrhmshtmltoolshtmlwidgetshttpuvisobandjquerylibjsonliteknitrlabelinglaekenlaterlatticelazyevallifecyclelme4lmtestmagrittrMASSMatrixMatrixModelsmemoisemgcvmicrobenchmarkmimeminqamodelrmunsellnlmenloptrnnetnumDerivpbkrtestpillarpkgconfigprettydocprettyunitsprogresspromisesproxypurrrquantregR6rangerrappdirsRColorBrewerRcppRcppEigenreadrrhandsontablerlangrmarkdownrobustbasesassscalesshinyshinyBSsourcetoolsspSparseMstringistringrsurvivaltibbletidyrtidyselecttinytextzdbutf8vcdvctrsVIMviridisLitevroomwithrxfunxtableyamlzoo