{ "_id": "6ad07c5ae2d863f662954edb", "Package": "missMethods", "Title": "Methods for Missing Data", "Version": "0.4.0", "Authors@R": "person(\"Tobias\", \"Rockel\", , \"Rockel.To@gmail.com\", role = c(\"aut\", \"cre\"))", "Description": "Supply functions for the creation and handling of missing\ndata as well as tools to evaluate missing data methods. Nearly\nall possibilities of generating missing data discussed by\nSantos et al. (2019) and some\nadditional are implemented. Functions are supplied to compare\nparameter estimates and imputed values to true values to\nevaluate missing data methods. Evaluations of these types are\ndone, for example, by Cetin-Berber et al. (2019)\n and Kim et al. (2005)\n.", "License": "GPL-3", "URL": "https://github.com/torockel/missMethods", "BugReports": "https://github.com/torockel/missMethods/issues", "VignetteBuilder": "knitr", "Encoding": "UTF-8", "RoxygenNote": "7.2.1", "Repository": "https://torockel.r-universe.dev", "Date/Publication": "2022-09-16 14:42:56 UTC", "RemoteUrl": "https://github.com/torockel/missmethods", "RemoteRef": "HEAD", "RemoteSha": "37e73366e2109f80f19b276fd547d7e3ce3f9195", "NeedsCompilation": "no", "Packaged": { "Date": "2026-10-15 06:33:48 UTC", "User": "root" }, "Author": "Tobias Rockel [aut, cre]", "Maintainer": "Tobias Rockel ", "_user": "torockel", "_type": "src", "_file": "missMethods_0.4.0.tar.gz", "_fileid": "https://r2.ropensci.org/2ade182daaeb7e82f6500fff8220d06b5eca3cac5c05eae8f6640b3593144528", "_filesize": 576539, "_sha256": "2ade182daaeb7e82f6500fff8220d06b5eca3cac5c05eae8f6640b3593144528", "_expires": "2027-01-23T07:10:12.000Z", "_created": "2026-10-15T06:33:48.000Z", "_published": "2026-10-15T07:10:18.050Z", "_buildurl": "https://github.com/r-universe/torockel/actions/runs/38692890462", "_status": "success", "_host": "GitHub-Actions", "_jobs": [ { "job": 116283593461, "time": 127, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "11952558928" }, { "job": 116283593422, "time": 123, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "11952264574" }, { "job": 116283593345, "time": 195, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "11954880400" }, { "job": 116283593482, "time": 196, "config": "macos-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "11954346074" }, { "job": 116282736686, "time": 157, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "11953230998" }, { "job": 116283593395, "time": 105, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "11953146189" }, { "job": 116283593492, "time": 93, "config": "windows-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "11952494010" }, { "job": 116283593552, "time": 84, "config": "windows-oldrel-x86_64", "r": "4.5.3", "check": "OK", "artifact": "11952259510" }, { "job": 116283593369, "time": 98, "config": "windows-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "11952294404" } ], "_upstream": "https://github.com/torockel/missmethods", "_commit": { "id": "37e73366e2109f80f19b276fd547d7e3ce3f9195", "author": "torockel ", "committer": "torockel ", "message": "Update CRAN comments\n", "time": 1663339376 }, "_maintainer": { "name": "Tobias Rockel", "email": "rockel.to@gmail.com", "login": "torockel", "description": "", "uuid": 60826877 }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "mvtnorm", "role": "Imports" }, { "package": "stats", "role": "Imports" }, { "package": "utils", "role": "Imports" }, { "package": "ggplot2", "role": "Suggests" }, { "package": "knitr", "role": "Suggests" }, { "package": "lpSolve", "role": "Suggests" }, { "package": "norm", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" }, { "package": "testthat", "version": ">= 2.1.0", "role": "Suggests" }, { "package": "tibble", "role": "Suggests" } ], "_owner": "torockel", "_selfowned": true, "_usedby": 4, "_updates": [], "_tags": [], "_stars": 7, "_contributors": [ { "user": "torockel", "count": 245, "uuid": 60826877 }, { "user": "khughitt", "count": 1, "uuid": 125001 }, { "user": "labachevskij", "count": 1, "uuid": 731257 } ], "_userbio": { "uuid": 60826877, "type": "user", "name": "Tobias Rockel", "followers": 2 }, "_downloads": { "count": 698, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/missMethods" }, "_devurl": "https://github.com/torockel/missmethods", "_searchresults": 148, "_rbuild": "4.6.1", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/manual.pdf", "extra/missMethods.html", "extra/NEWS.html", "extra/NEWS.txt", "extra/readme.html", "extra/readme.md" ], "_homeurl": "https://github.com/torockel/missmethods", "_realowner": "torockel", "_cranurl": true, "_releases": [ { "version": "0.1.0", "date": "2020-04-01" }, { "version": "0.2.0", "date": "2020-07-30" }, { "version": "0.3.0", "date": "2022-02-10" }, { "version": "0.4.0", "date": "2022-09-16" } ], "_exports": [ "apply_imputation", "count_NA", "delete_MAR_1_to_x", "delete_MAR_censoring", "delete_MAR_one_group", "delete_MAR_rank", "delete_MCAR", "delete_MNAR_1_to_x", "delete_MNAR_censoring", "delete_MNAR_one_group", "delete_MNAR_rank", "evaluate_imputation_parameters", "evaluate_imputed_values", "evaluate_parameters", "impute_EM", "impute_expected_values", "impute_hot_deck_in_classes", "impute_in_classes", "impute_LS_adaptive", "impute_LS_array", "impute_LS_combined", "impute_LS_gene", "impute_mean", "impute_median", "impute_mode", "impute_sRHD" ], "_help": [ { "page": "apply_imputation", "title": "Apply a function for imputation", "topics": [ "apply_imputation" ] }, { "page": "count_NA", "title": "Count the number of 'NA's", "topics": [ "count_NA" ] }, { "page": "delete_MAR_1_to_x", "title": "Create MAR values using MAR1:x", "concept": [ "functions to create MAR" ], "topics": [ "delete_MAR_1_to_x" ] }, { "page": "delete_MAR_censoring", "title": "Create MAR values using a censoring mechanism", "concept": [ "functions to create MAR" ], "topics": [ "delete_MAR_censoring" ] }, { "page": "delete_MAR_one_group", "title": "Create MAR values by deleting values in one of two groups", "concept": [ "functions to create MAR" ], "topics": [ "delete_MAR_one_group" ] }, { "page": "delete_MAR_rank", "title": "Create MAR values using a ranking mechanism", "concept": [ "functions to create MAR" ], "topics": [ "delete_MAR_rank" ] }, { "page": "delete_MCAR", "title": "Create MCAR values", "topics": [ "delete_MCAR" ] }, { "page": "delete_MNAR_1_to_x", "title": "Create MNAR values using MNAR1:x", "concept": [ "functions to create MNAR" ], "topics": [ "delete_MNAR_1_to_x" ] }, { "page": "delete_MNAR_censoring", "title": "Create MNAR values using a censoring mechanism", "concept": [ "functions to create MNAR" ], "topics": [ "delete_MNAR_censoring" ] }, { "page": "delete_MNAR_one_group", "title": "Create MNAR values by deleting values in one of two groups", "concept": [ "functions to create MNAR" ], "topics": [ "delete_MNAR_one_group" ] }, { "page": "delete_MNAR_rank", "title": "Create MNAR values using a ranking mechanism", "concept": [ "functions to create MNAR" ], "topics": [ "delete_MNAR_rank" ] }, { "page": "evaluate_imputation_parameters", "title": "Evaluate estimated parameters after imputation", "concept": [ "evaluation functions" ], "topics": [ "evaluate_imputation_parameters" ] }, { "page": "evaluate_imputed_values", "title": "Evaluate imputed values", "concept": [ "evaluation functions" ], "topics": [ "evaluate_imputed_values" ] }, { "page": "evaluate_parameters", "title": "Evaluate estimated parameters", "concept": [ "evaluation functions" ], "topics": [ "evaluate_parameters" ] }, { "page": "impute_EM", "title": "EM imputation", "topics": [ "impute_EM" ] }, { "page": "impute_expected_values", "title": "Impute expected values", "topics": [ "impute_expected_values" ] }, { "page": "impute_hot_deck_in_classes", "title": "Hot deck imputation in imputation classes", "topics": [ "impute_hot_deck_in_classes" ] }, { "page": "impute_in_classes", "title": "Impute in classes", "topics": [ "impute_in_classes" ] }, { "page": "impute_LS_adaptive", "title": "LSimpute_adaptive", "concept": [ "LSimpute functions" ], "topics": [ "impute_LS_adaptive" ] }, { "page": "impute_LS_array", "title": "LSimpute_array", "concept": [ "LSimpute functions" ], "topics": [ "impute_LS_array" ] }, { "page": "impute_LS_combined", "title": "LSimpute_combined", "concept": [ "LSimpute functions" ], "topics": [ "impute_LS_combined" ] }, { "page": "impute_LS_gene", "title": "LSimpute_gene", "concept": [ "LSimpute functions" ], "topics": [ "impute_LS_gene" ] }, { "page": "impute_mean", "title": "Mean imputation", "concept": [ "location parameter imputation functions" ], "topics": [ "impute_mean" ] }, { "page": "impute_median", "title": "Median imputation", "concept": [ "location parameter imputation functions" ], "topics": [ "impute_median" ] }, { "page": "impute_mode", "title": "Mode imputation", "concept": [ "location parameter imputation functions" ], "topics": [ "impute_mode" ] }, { "page": "impute_sRHD", "title": "Simple random hot deck imputation", "topics": [ "impute_sRHD" ] }, { "page": "median.factor", "title": "Median for ordered factors", "topics": [ "median.factor" ] } ], "_readme": "https://github.com/torockel/missmethods/raw/HEAD/README.md", "_rundeps": [ "mvtnorm" ], "_vignettes": [ { "source": "Generating-missing-values.Rmd", "filename": "Generating-missing-values.html", "title": "Generating missing values", "engine": "knitr::rmarkdown", "headings": [ "Examples for the generation of missing values", "MCAR", "MAR", "MNAR", "Connections between missMethods and @Santos.2019", "References" ], "created": "2020-03-27 16:51:24", "modified": "2020-09-23 15:43:50", "commits": 7 } ], "_score": 7.0945410014568395, "_indexed": true, "_nocasepkg": "missmethods", "_universes": [ "torockel" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.4.0", "date": "2026-10-15T06:35:52.000Z", "distro": "resolute", "commit": "37e73366e2109f80f19b276fd547d7e3ce3f9195", "fileid": "https://r2.ropensci.org/c496b0403a9499a96019321015ddf15b4b77c7e58563e52a27b2c833a56dbf0f", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/torockel/actions/runs/38692890462" }, { "r": "4.6.1", "os": "linux", "version": "0.4.0", "date": "2026-10-15T06:35:49.000Z", "distro": "resolute", "commit": "37e73366e2109f80f19b276fd547d7e3ce3f9195", "fileid": "https://r2.ropensci.org/89d04189b012caf658a8b6afae3d7f43f2285ed4e4f92a593ddce17421380eee", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/torockel/actions/runs/38692890462" }, { "r": "4.5.3", "os": "mac", "version": "0.4.0", "date": "2026-10-15T07:06:53.000Z", "commit": "37e73366e2109f80f19b276fd547d7e3ce3f9195", "fileid": "https://r2.ropensci.org/4dbf046f6029120a3a4408a63f6909a4fa7852077fd1b13bb93a4b8c674b98bc", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/torockel/actions/runs/38692890462" }, { "r": "4.6.1", "os": "mac", "version": "0.4.0", "date": "2026-10-15T07:08:42.000Z", "commit": "37e73366e2109f80f19b276fd547d7e3ce3f9195", "fileid": "https://r2.ropensci.org/8a992056d5c40c671e01bc863c29deae7c4481ef743f39c8f9148b8a91b2566a", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/torockel/actions/runs/38692890462" }, { "r": "4.6.0", "os": "wasm", "version": "0.4.0", "date": "2026-10-15T06:35:49.000Z", "commit": "37e73366e2109f80f19b276fd547d7e3ce3f9195", "fileid": "https://r2.ropensci.org/b838cb1c49eeb50b7a62bf3348ec6ad3040b6d6ddd845975d8f2fb73897be094", "status": "success", "buildurl": "https://github.com/r-universe/torockel/actions/runs/38692890462" }, { "r": "4.7.0", "os": "win", "version": "0.4.0", "date": "2026-10-15T06:35:04.000Z", "commit": "37e73366e2109f80f19b276fd547d7e3ce3f9195", "fileid": "https://r2.ropensci.org/e18ad6726342ce528a2b77420df0568dfb582bc9c5ffc52019c624641322cfa8", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/torockel/actions/runs/38692890462" }, { "r": "4.5.3", "os": "win", "version": "0.4.0", "date": "2026-10-15T06:34:58.000Z", "commit": "37e73366e2109f80f19b276fd547d7e3ce3f9195", "fileid": "https://r2.ropensci.org/d2a3e2f710c3cfb4ebfa349d39f48fdbd54863a9ce5948dc24f9deb378be8c00", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/torockel/actions/runs/38692890462" }, { "r": "4.6.1", "os": "win", "version": "0.4.0", "date": "2026-10-15T06:35:17.000Z", "commit": "37e73366e2109f80f19b276fd547d7e3ce3f9195", "fileid": "https://r2.ropensci.org/41c27f105b3adfe3211b271b13430973b51b604cbd891fcdc74ca3f37ef788af", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/torockel/actions/runs/38692890462" } ] }