{ "_id": "6a10afbbacfb0bcc41cc1f9b", "Package": "sdcMicro", "Type": "Package", "Title": "Statistical Disclosure Control Methods for Anonymization of Data\nand Risk Estimation", "Version": "5.8.1", "Date": "2026-03-05", "Authors@R": "c(\nperson(\"Matthias\", \"Templ\", email=\"matthias.templ@gmail.com\", role = c(\"aut\", \"cre\"), comment=c(ORCID=\"0000-0002-8638-5276\")),\nperson(\"Bernhard\", \"Meindl\", email = \"Bernhard.Meindl@statistik.gv.at\", role = c(\"aut\")),\nperson(\"Alexander\", \"Kowarik\", email=\"Alexander.Kowarik@statistik.gv.at\", role = \"aut\", comment=c(ORCID=\"0000-0001-8598-4130\")),\nperson(\"Johannes\", \"Gussenbauer\", email = \"johannes.gussenbauer@statistik.gv.at\", role = c(\"aut\")),\nperson(\"Organisation For Economic Co-Operation And Development\", role=c(\"cph\"), comment=\"Initial published c(++) code (under LGPL) code for rank swapping, mdav-microaggregation, suda2 and other (hierarchical) risk measures\"),\nperson(\"Statistics Netherlands\", role=c(\"cph\"), comment=\"microAggregation cpp code (under EUPL v1.1)\"),\nperson(\"Pascal Heus\", role=c(\"cph\"), comment=\"original measure threshold cpp code (under LGPL)\"))", "Description": "Data from statistical agencies and other institutions are\nmostly confidential. This package, introduced in Templ, Kowarik\nand Meindl (2017) , can be used for\nthe generation of anonymized (micro)data, i.e. for the creation\nof public- and scientific-use files. The theoretical basis for\nthe methods implemented can be found in Templ (2017)\n. Various risk estimation and\nanonymization methods are included. Note that the package\nincludes a graphical user interface published in Meindl and\nTempl (2019) that allows to use various\nmethods of this package.", "LazyData": "TRUE", "ByteCompile": "TRUE", "License": "GPL-2", "URL": "https://github.com/sdcTools/sdcMicro", "Collate": "'0classes.r' 'addGhostVars.R' 'addNoise.r' 'aux_functions.r'\n'createDat.R' 'createNewID.R' 'dataGen.r' 'dataSets.R'\n'dRisk.R' 'dRiskRMD.R' 'dUtility.R' 'freqCalc.r'\n'globalRecode.R' 'groupAndRename.R' 'GUIfunctions.R'\n'indivRisk.R' 'infoLoss.R' 'AI_createSdcObj.R'\n'ai_access_utilities.R' 'AI_applyAnonymization.R'\n'ai_anonymization_utilities.R' 'LocalRecProg.R' 'localSupp.R'\n'localSuppression.R' 'mdav.R' 'measure_risk.R' 'methods.r'\n'microaggregation.R' 'modRisk.R'\n'muargus_compatibility_functions.R' 'mvTopCoding.R'\n'plotFunctions.R' 'plotMicro.R' 'pram.R' 'rankSwap.R'\n'RcppExports.R' 'recordLinkage.R' 'recordSwap.R' 'report.R'\n'riskyCells.R' 'sdcMicro-package.R' 'shuffle.R' 'suda2.R'\n'timeEstimation.R' 'topBotCoding.R' 'valTable.R' 'zzz.R'\n'printFunctions.R' 'mafast.R' 'maG.R' 'sdcApp.R'\n'show_sdcMicroObj.R'", "VignetteBuilder": "knitr", "Encoding": "UTF-8", "RoxygenNote": "7.3.3", "Config/pak/sysreqs": "cmake make libicu-dev libuv1-dev libssl-dev\nlibx11-dev zlib1g-dev", "Repository": "https://sdctools.r-universe.dev", "Date/Publication": "2026-04-22 12:40:44 UTC", "RemoteUrl": "https://github.com/sdctools/sdcmicro", "RemoteRef": "HEAD", "RemoteSha": "cf3251017482bb215f0a9abf4a930f502399fb72", "NeedsCompilation": "yes", "Packaged": { "Date": "2026-05-22 18:56:58 UTC", "User": "root" }, "Author": "Matthias Templ [aut, cre] (ORCID:\n),\nBernhard Meindl [aut],\nAlexander Kowarik [aut] (ORCID:\n),\nJohannes Gussenbauer [aut],\nOrganisation For Economic Co-Operation And Development [cph] (Initial\npublished c(++) code (under LGPL) code for rank swapping,\nmdav-microaggregation, suda2 and other (hierarchical) risk\nmeasures),\nStatistics Netherlands [cph] (microAggregation cpp code (under EUPL\nv1.1)),\nPascal Heus [cph] (original measure threshold cpp code (under LGPL))", "Maintainer": "Matthias Templ ", "MD5sum": "e826a1947ff90621398a6fed5c611194", "_user": "sdctools", "_type": "src", "_file": "sdcMicro_5.8.1.tar.gz", "_fileid": "8a3899a759fd3403188deba778628c5ac88ff71a34e60cba9077c425a2c0ecbc", "_filesize": 1447030, "_sha256": "8a3899a759fd3403188deba778628c5ac88ff71a34e60cba9077c425a2c0ecbc", "_created": "2026-05-22T18:56:58.000Z", "_published": "2026-05-22T19:34:19.740Z", "_distro": "noble", "_jobs": [ { "job": 77444124873, "time": 227, "config": "linux-devel-arm64", "r": "4.7.0", "check": "NOTE", "artifact": "7168238418" }, { "job": 77444124865, "time": 236, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "NOTE", "artifact": "7168326068" }, { "job": 77444124874, "time": 205, "config": "linux-release-arm64", "r": "4.6.0", "check": "NOTE", "artifact": "7168232090" }, { "job": 77444124857, "time": 229, "config": "linux-release-x86_64", "r": "4.6.0", 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prasser2020arx to Software: Practice and\n Experience (was pointing to an unrelated molecular-dynamics paper);\n add yancey2002 (IL1s origin), domingoferrer2002mdav, moore1996rankswap,\n madaan2023selfrefine, yao2023react; fix author lists for brown2020gpt3\n (\"Shyam\" not \"Shyamal\") and schick2023toolformer (remove spurious\n \"Hambro\"); add Sweeney 2002 citation for k-anonymity.\n- Vignette prose: tighten abstract, sharpen k-anonymity definition\n (Sweeney 2002), rewrite IL1s formula unambiguously, tighten utility\n score discussion, unify terminology to \"information-loss score\",\n fix broken cross-references, soften absence claims, document\n generateReport and codebook parameters.\n\nCo-Authored-By: Claude Opus 4.7 (1M context) \n", "time": 1776861644 }, "_maintainer": { "name": "Matthias Templ", "email": "matthias.templ@gmail.com", "login": "matthias-da", "description": "Matthias Templ is a Professor at the University of Applied Sciences Northwestern Switzerland. \nInterest: 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