{ "_id": "6a2fb6fc3efcd9bda432bbb2", "Package": "TestDataImputation", "Type": "Package", "Title": "Missing Item Responses Imputation for Test and Assessment Data", "Version": "2.3", "Date": "2021-10-18", "Authors@R": "c(person(\"Shenghai\", \"Dai\", role = c(\"aut\", \"cre\"), \nemail = \"s.dai@wsu.edu\"),\nperson(\"Xiaolin\", \"Wang\", role = \"aut\"),\nperson(\"Dubravka\", \"Svetina\", role = \"aut\"))", "Author": "Shenghai Dai [aut, cre], Xiaolin Wang [aut], Dubravka Svetina\n[aut]", "Maintainer": "Shenghai Dai ", "Description": "Functions for imputing missing item responses for\ndichotomous and polytomous test and assessment data. This\npackage enables missing imputation methods that are suitable\nfor test and assessment data, including: listwise (LW) deletion\n(see De Ayala et al. 2001\n), treating as\nincorrect (IN, see Lord, 1974 ; Mislevy & Wu, 1996 ; Pohl et al., 2014 ), person mean imputation (PM), item\nmean imputation (IM), two-way (TW) and response function (RF)\nimputation, (see Sijtsma & van der Ark, 2003 ), logistic regression (LR)\nimputation, predictive mean matching (PMM), and\nexpectation–maximization (EM) imputation (see Finch, 2008 ).", "Encoding": "UTF-8", "NeedsCompilation": "no", "LazyData": "true", "License": "GPL (>= 2)", "RoxygenNote": "7.1.2", "Packaged": { "Date": "2026-06-15 08:22:10 UTC", "User": "root" }, "Config/pak/sysreqs": "cmake make libicu-dev libx11-dev zlib1g-dev", "Repository": "https://daiscode.r-universe.dev", "Date/Publication": "2021-10-18 17:10:11 UTC", "RemoteUrl": "https://github.com/cran/TestDataImputation", "RemoteRef": "HEAD", "RemoteSha": "fcdba13b0b05d60612e7384fc306e1bdb2cccc32", "MD5sum": "56891ff1099980819e02521731e1dafd", "_user": "daiscode", "_type": "src", "_file": "TestDataImputation_2.3.tar.gz", "_fileid": "9b50226b7ebf9066f37813d293cd2ca23d616e4f04b7f4e7b1be71e291b32dd8", "_filesize": 129824, "_sha256": "9b50226b7ebf9066f37813d293cd2ca23d616e4f04b7f4e7b1be71e291b32dd8", "_created": "2026-06-15T08:22:10.000Z", "_published": "2026-06-15T08:25:32.820Z", "_distro": "noble", "_jobs": [ { "job": 81376958321, "time": 156, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7632692727" }, { "job": 81376958256, "time": 155, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7632690149" }, { "job": 81376958233, "time": 121, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "7632678089" }, { "job": 81376958270, "time": 90, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7632666458" }, { "job": 81376455111, "time": 167, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7632633888" }, { "job": 81376958279, "time": 114, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7632675105" }, { "job": 81376958291, "time": 118, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "7632676660" }, { "job": 81376958329, "time": 113, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "7632675810" }, { "job": 81376958282, "time": 112, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "7632675748" } ], "_buildurl": "https://github.com/r-universe/daiscode/actions/runs/27533298365", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/cran/TestDataImputation", "_commit": { "id": "fcdba13b0b05d60612e7384fc306e1bdb2cccc32", "author": "Shenghai Dai ", "committer": "cran-robot ", "message": "version 2.3\n", "time": 1634577011 }, "_maintainer": { "name": "Shenghai Dai", "email": "s.dai@wsu.edu", "login": "daiscode", "linkedin": "in/shenghaidai", "description": "", "uuid": 65202496 }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.4.0", "role": "Depends" }, { "package": "stats", "role": "Depends" }, { "package": "mice", "role": "Depends" }, { "package": "Amelia", "role": "Depends" } ], "_owner": "cran", "_selfowned": true, "_usedby": 1, "_updates": [], "_tags": [], "_stars": 0, "_contributors": [ { "user": "daiscode", "count": 5, "uuid": 65202496 } ], "_userbio": { "uuid": 65202496, "type": "user", "name": "Dai", "followers": 0 }, "_downloads": { "count": 318, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/TestDataImputation" }, "_mentions": 2, "_searchresults": 11, "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/TestDataImputation.html", "manual.pdf" ], "_realowner": "daiscode", "_cranurl": false, "_releases": [ { "version": "1.0", "date": "2016-08-11" }, { "version": "1.1", "date": "2019-03-09" }, { "version": "1.2", "date": "2020-11-16" }, { "version": "2.1", "date": "2021-07-28" }, { "version": "2.2", "date": "2021-09-02" }, { "version": "2.3", "date": "2021-10-18" } ], "_exports": [ "EMimpute", "ImputeTestData", "ItemMean", "Listwise", "LogisticReg", "micePMM", "PersonMean", "ResponseFun", "TreatIncorrect", "Twoway" ], "_datasets": [ { "name": "test.data", "title": "Example test data", "object": "test.data", "class": [ "data.frame" ], "fields": [ "Item_1", "Item_2", "Item_3", "Item_4", "Item_5", "Item_6", "Item_7", "Item_8", "Item_9", "Item_10", "Item_11", "Item_12", "Item_13", "Item_14", "Item_15", "Item_16", "Item_17", "Item_18", "Item_19", "Item_20" ], "rows": 775, "table": true, "tojson": true } ], "_help": [ { "page": "EMimpute", "title": "EM Imputation", "topics": [ "EMimpute" ] }, { "page": "ImputeTestData", "title": "This main function imputes for missing responses using selected method", "topics": [ "ImputeTestData" ] }, { "page": "ItemMean", "title": "Item Mean (IM) Imputation", "topics": [ "ItemMean" ] }, { "page": "Listwise", "title": "Listwise Deletion (LW)", "topics": [ "Listwise" ] }, { "page": "LogisticReg", "title": "Logistic Regression (LR) Imputation", "topics": [ "LogisticReg" ] }, { "page": "micePMM", "title": "Predictive mean matching (PMM)", "topics": [ "micePMM" ] }, { "page": "PersonMean", "title": "Person Mean Imputation (PM)", "topics": [ "PersonMean" ] }, { "page": "ResponseFun", "title": "Response Function Imputation (RF)", "topics": [ "ResponseFun" ] }, { "page": "test.data", "title": "Example test data", "topics": [ "test.data" ] }, { "page": "TreatIncorrect", "title": "Treat missing responses as incorrect (IN)", "topics": [ "TreatIncorrect" ] }, { "page": "Twoway", "title": "Two-Way Imputation (TW)", "topics": [ "Twoway" ] } ], "_rundeps": [ "Amelia", "backports", "bit", "bit64", "boot", "broom", "cli", "clipr", "codetools", "cpp11", "crayon", "dplyr", "forcats", "foreach", "foreign", "generics", "glmnet", "glue", "haven", "hms", "iterators", "jomo", "lattice", "lifecycle", "lme4", "magrittr", "MASS", "Matrix", "mice", "minqa", "mitml", "nlme", "nloptr", "nnet", "numDeriv", "ordinal", "pan", "pillar", "pkgconfig", "prettyunits", "progress", "purrr", "R6", "rbibutils", "Rcpp", "RcppArmadillo", "RcppEigen", "Rdpack", "readr", "reformulas", "rlang", "rpart", "shape", "stringi", "stringr", "survival", "tibble", "tidyr", "tidyselect", "tzdb", "ucminf", "utf8", "vctrs", "vroom", "withr" ], "_score": 1.8195439355418688, "_indexed": true, "_nocasepkg": "testdataimputation", "_universes": [ "daiscode" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "2.3", "date": "2026-06-15T08:24:27.000Z", "distro": "noble", "commit": "fcdba13b0b05d60612e7384fc306e1bdb2cccc32", "fileid": "409108947ca53535d88fe58c81015701a874aaa1d69fee0fee64e4f58b6f73e2", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/daiscode/actions/runs/27533298365" }, { "r": "4.6.0", "os": "linux", "version": "2.3", "date": "2026-06-15T08:24:21.000Z", "distro": "noble", "commit": "fcdba13b0b05d60612e7384fc306e1bdb2cccc32", "fileid": "3194def06316c480cc93853414ba8adae6a0bbc3b7c66728ca469779626d5d6b", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/daiscode/actions/runs/27533298365" }, { "r": "4.5.3", "os": "mac", "version": "2.3", "date": "2026-06-15T08:23:58.000Z", "commit": "fcdba13b0b05d60612e7384fc306e1bdb2cccc32", "fileid": "a9efa39302c8ca94f0ccc17e121fb7bf6eddc727a5c6d051b8fc13ebb47fe540", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/daiscode/actions/runs/27533298365" }, { "r": "4.6.0", "os": "mac", "version": "2.3", "date": "2026-06-15T08:23:31.000Z", "commit": "fcdba13b0b05d60612e7384fc306e1bdb2cccc32", "fileid": "4f0ba836743a734c85fbdc7bc1544b3774929e2eb9a6b97ecbab984dd2946da2", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/daiscode/actions/runs/27533298365" }, { "r": "4.6.0", "os": "wasm", "version": "2.3", "date": "2026-06-15T08:24:22.000Z", "commit": "fcdba13b0b05d60612e7384fc306e1bdb2cccc32", "fileid": "63a75158892e6d14ec854749db865a81e096c0ba1355a395916be26d7e15f4f6", "status": "success", "buildurl": "https://github.com/r-universe/daiscode/actions/runs/27533298365" }, { "r": "4.7.0", "os": "win", "version": "2.3", "date": "2026-06-15T08:23:41.000Z", "commit": "fcdba13b0b05d60612e7384fc306e1bdb2cccc32", "fileid": "d9a367db69fb85c0ba1b3efe4ce962be919bc3856d07c0b1daeb5a224ee9787d", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/daiscode/actions/runs/27533298365" }, { "r": "4.5.3", "os": "win", "version": "2.3", "date": "2026-06-15T08:23:35.000Z", "commit": "fcdba13b0b05d60612e7384fc306e1bdb2cccc32", "fileid": "2a7dac5978633563d62d8a3f9430bcf9f7691b1496c5bef509e9bb599542c9e2", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/daiscode/actions/runs/27533298365" }, { "r": "4.6.0", "os": "win", "version": "2.3", "date": "2026-06-15T08:23:33.000Z", "commit": "fcdba13b0b05d60612e7384fc306e1bdb2cccc32", "fileid": "2557539d4a705db87223fbc8e528898875fcbc2a7a351772081309fb8b9ad575", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/daiscode/actions/runs/27533298365" } ] }