{ "_id": "6a2005c0b401979e734466bd", "Type": "Package", "Package": "Indicator", "Title": "Composite 'Indicator' Construction and Imputation Data", "Version": "0.1.3", "Authors@R": "c(\nperson(\"Gianmarco\", \"Borrata\", role = c(\"aut\", \"cre\"), email = \"gianmarco.borrata@unina.it\"),\nperson(\"Pasquale\", \"Pipiciello\", role = \"aut\")\n)", "Maintainer": "Gianmarco Borrata ", "Description": "Different functions includes constructing composite\nindicators, imputing missing data, and evaluating imputation\ntechniques. Additionally, different tools for data\nnormalization. Detailed methodologies of 'Indicator' package\nare: OECD/European Union/EC-JRC (2008), \"Handbook on\nConstructing Composite Indicators: Methodology and User Guide\",\nOECD Publishing, Paris, , Matteo\nMazziotta & Adriano Pareto, (2018) \"Measuring Well-Being Over\nTime: The Adjusted Mazziotta–Pareto Index Versus Other\nNon-compensatory Indices\" and\nDe Muro P., Mazziotta M., Pareto A. (2011), \"Composite Indices\nof Development and Poverty: An Application to MDGs\"\n.", "License": "Unlimited", "Encoding": "UTF-8", "LazyData": "true", "RoxygenNote": "7.3.1", "Language": "en-US", "URL": "https://github.com/GianmarcoBorrata/Indicator", "BugReports": "https://github.com/GianmarcoBorrata/Indicator/issues", "Config/pak/sysreqs": "cmake make libicu-dev libuv1-dev", "Repository": "https://gianmarcoborrata.r-universe.dev", "Date/Publication": "2024-11-27 22:13:22 UTC", "RemoteUrl": "https://github.com/gianmarcoborrata/indicator", "RemoteRef": "HEAD", "RemoteSha": "bf5e54482724d58b93e1d6b8b4cf02f2ed304847", "NeedsCompilation": "no", "Packaged": { "Date": "2026-06-03 10:40:39 UTC", "User": "root" }, "Author": "Gianmarco Borrata [aut, cre],\nPasquale Pipiciello [aut]", "MD5sum": "d667c60161e55374bf8796640c46672a", "_user": "gianmarcoborrata", "_type": "src", "_file": "Indicator_0.1.3.tar.gz", "_fileid": "bc5ea87189c11e7ad8672f9629010c08ac87f0f8dd73761f19939a611573fc7a", "_filesize": 213463, "_sha256": "bc5ea87189c11e7ad8672f9629010c08ac87f0f8dd73761f19939a611573fc7a", "_created": "2026-06-03T10:40:39.000Z", "_published": "2026-06-03T10:45:20.286Z", "_distro": "noble", "_jobs": [ { "job": 79275638894, "time": 165, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7382371722" }, { "job": 79275638851, "time": 159, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7382370353" }, { "job": 79275638923, "time": 246, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "7382383466" }, { "job": 79275638958, "time": 159, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7382359110" }, { "job": 79275045341, "time": 214, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7382312686" }, { "job": 79275638905, "time": 128, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7382358507" }, { "job": 79275638822, "time": 102, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "7382349778" }, { "job": 79275638841, "time": 115, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "7382354053" }, { "job": 79275638844, "time": 106, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "7382350474" } ], "_buildurl": "https://github.com/r-universe/gianmarcoborrata/actions/runs/26879330030", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/gianmarcoborrata/indicator", "_commit": { "id": "bf5e54482724d58b93e1d6b8b4cf02f2ed304847", "author": "Your Name ", "committer": "Your Name ", "message": "Increment version number to 0.1.3\n", "time": 1732745602 }, "_maintainer": { "name": "Gianmarco Borrata", "email": "gianmarco.borrata@unina.it" }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 4.0", "role": "Depends" }, { "package": "FactoMineR", "role": "Imports" }, { "package": "missMethods", "role": "Imports" }, { "package": "stats", "role": "Imports" }, { "package": "norm", "role": "Imports" }, { "package": "spelling", "role": "Suggests" } ], "_owner": "gianmarcoborrata", "_selfowned": true, "_usedby": 0, "_updates": [], "_tags": [], "_stars": 1, "_contributors": [ { "user": "gianmarcoborrata", "count": 13, "uuid": 170607114 } ], "_userbio": { "uuid": 170607114, "type": "user", "name": "GianmarcoBorrata" }, "_downloads": { "count": 125, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/Indicator" }, "_devurl": "https://github.com/gianmarcoborrata/indicator", "_searchresults": 3, "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/Indicator.html", "extra/NEWS.html", "extra/NEWS.txt", "extra/readme.html", "extra/readme.md", "manual.pdf" ], "_homeurl": "https://github.com/gianmarcoborrata/indicator", "_realowner": "gianmarcoborrata", "_cranurl": true, "_releases": [ { "version": "0.1.1", "date": "2024-06-06" }, { "version": "0.1.2", "date": "2024-06-14" }, { "version": "0.1.3", "date": "2024-11-27" } ], "_exports": [ "columns_with_nan", "compute_CI", "geometric_aggregation", "get_all_performance", "get_all_performance_boot", "Jevons_aggregation", "linear_aggregation", "linear_aggregation_AMPI", "linear_aggregation_MPI", "lm_imputation", "MAD", "min_max", "min_max_GM", "normalization_abov_below_mean", "pca_weighting", "performance_nan_imputation", "rank_aggregation", "rank_normalisation", "standardization", "Standardization_AMPI", "standardization_MPI" ], "_datasets": [ { "name": "Education", "title": "Education", "object": "Education", "class": [ "data.frame" ], "fields": [ "Participation in the school system of 4-5 year olds", "People with at least a high school diploma (25-64 years old)", "Graduates and other tertiary degrees (30-34 years)", "Participation in continuing education", "People earning a STEM tertiary degree in the year Cultural", "Participation outside the home", "Reading of books and newspapers", "Library use" ], "rows": 20, "table": true, "tojson": true } ], "_help": [ { "page": "Indicator-package", "title": "Indicator: A package for constructing composite indicators, imputing and evaluating missing data imputation", "topics": [ "Indicator-package", "Indicator" ] }, { "page": "columns_with_nan", "title": "Function to get the names of the columns with NAN values", "topics": [ "columns_with_nan" ] }, { "page": "compute_CI", "title": "Calculation of Condition Indices", "topics": [ "compute_CI" ] }, { "page": "Education", "title": "Education", "topics": [ "Education" ] }, { "page": "geometric_aggregation", "title": "Geometric Aggregation", "topics": [ "geometric_aggregation" ] }, { "page": "get_all_performance", "title": "Function to evaluate different nan imputation methods", "topics": [ "get_all_performance" ] }, { "page": "get_all_performance_boot", "title": "Function to evaluate different nan imputation methods with bootstrap", "topics": [ "get_all_performance_boot" ] }, { "page": "Jevons_aggregation", "title": "Jevons static aggregation", "topics": [ "Jevons_aggregation" ] }, { "page": "linear_aggregation", "title": "Linear Aggregation", "topics": [ "linear_aggregation" ] }, { "page": "linear_aggregation_AMPI", "title": "Adjusted Mazziotta-Pareto index", "topics": [ "linear_aggregation_AMPI" ] }, { "page": "linear_aggregation_MPI", "title": "Mazziotta-Pareto index", "topics": [ "linear_aggregation_MPI" ] }, { "page": "lm_imputation", "title": "Function to apply nan inputation with linear regression", "topics": [ "lm_imputation" ] }, { "page": "MAD", "title": "Mean absolute difference of rank", "topics": [ "MAD" ] }, { "page": "min_max", "title": "Min-max normalization", "topics": [ "min_max" ] }, { "page": "min_max_GM", "title": "Normalization for the Geometric Mean", "topics": [ "min_max_GM" ] }, { "page": "normalization_abov_below_mean", "title": "Normalization above or below the mean", "topics": [ "normalization_abov_below_mean" ] }, { "page": "pca_weighting", "title": "Function that weight the quantitative variable by PCA method", "topics": [ "pca_weighting" ] }, { "page": "performance_nan_imputation", "title": "Function to evaluate nan imputation method's performance", "topics": [ "performance_nan_imputation" ] }, { "page": "rank_aggregation", "title": "Ranking Aggregation", "topics": [ "rank_aggregation" ] }, { "page": "rank_normalisation", "title": "Rank normalization", "topics": [ "rank_normalisation" ] }, { "page": "standardization", "title": "Standardization", "topics": [ "standardization" ] }, { "page": "Standardization_AMPI", "title": "Standardization of data with Adjusted Maziotta-Pareto index", "topics": [ "Standardization_AMPI" ] }, { "page": "standardization_MPI", "title": "Standardization of data with Maziotta-Pareto index", "topics": [ "standardization_MPI" ] } ], "_readme": "https://github.com/gianmarcoborrata/indicator/raw/HEAD/README.md", "_rundeps": [ "abind", "backports", "base64enc", "boot", "broom", "bslib", "cachem", "car", "carData", "cli", "cluster", "colorspace", "cowplot", "cpp11", "crosstalk", "Deriv", "digest", "doBy", "dplyr", "DT", "ellipse", "emmeans", "estimability", "evaluate", "FactoMineR", "farver", "fastmap", "flashClust", "fontawesome", "forecast", "Formula", "fracdiff", "fs", "generics", "ggplot2", "ggrepel", "glue", "gtable", "highr", "htmltools", "htmlwidgets", "isoband", "jquerylib", "jsonlite", "knitr", "labeling", "later", "lattice", "lazyeval", "leaps", "lifecycle", "lme4", "lmtest", "magrittr", "MASS", "Matrix", "MatrixModels", "memoise", "mgcv", "microbenchmark", "mime", "minqa", "missMethods", "modelr", "multcompView", "mvtnorm", "nlme", "nloptr", "nnet", "norm", "numDeriv", "otel", "pbkrtest", "pillar", "pkgconfig", "promises", "purrr", "quantreg", "R6", "rappdirs", "rbibutils", "RColorBrewer", "Rcpp", "RcppArmadillo", "RcppEigen", "Rdpack", "reformulas", "rlang", "rmarkdown", "S7", "sass", "scales", "scatterplot3d", "SparseM", "stringi", "stringr", "survival", "tibble", "tidyr", "tidyselect", "timeDate", "tinytex", "urca", "utf8", "vctrs", "viridisLite", "withr", "xfun", "yaml", "zoo" ], "_score": 2.6989700043360187, "_indexed": true, "_nocasepkg": "indicator", "_universes": [ "gianmarcoborrata" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.1.3", "date": "2026-06-03T10:43:11.000Z", "distro": "noble", "commit": "bf5e54482724d58b93e1d6b8b4cf02f2ed304847", "fileid": "b4184dadf3cbc62be2bfeb2f2da3888bd2da3a95e9c64057f001facfbf29c101", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/gianmarcoborrata/actions/runs/26879330030" }, { "r": "4.6.0", "os": "linux", "version": "0.1.3", "date": "2026-06-03T10:43:08.000Z", "distro": "noble", "commit": "bf5e54482724d58b93e1d6b8b4cf02f2ed304847", "fileid": "f78518d7d4bb327c68a241a3117508903d560218ae2b5870964de08d869870fc", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/gianmarcoborrata/actions/runs/26879330030" }, { "r": "4.5.3", "os": "mac", "version": "0.1.3", "date": "2026-06-03T10:43:42.000Z", "commit": "bf5e54482724d58b93e1d6b8b4cf02f2ed304847", "fileid": "ad03c85b2362598aa6791fe8349520c2ed10976865be87d55aba6d357f953c84", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/gianmarcoborrata/actions/runs/26879330030" }, { "r": "4.6.0", "os": "mac", "version": "0.1.3", "date": "2026-06-03T10:42:37.000Z", "commit": "bf5e54482724d58b93e1d6b8b4cf02f2ed304847", "fileid": "b4fca30c3fdc813baa1f62116e1345b2b9c82e346bdef2a78c41c1374cd3f370", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/gianmarcoborrata/actions/runs/26879330030" }, { "r": "4.6.0", "os": "wasm", "version": "0.1.3", "date": "2026-06-03T10:43:04.000Z", "commit": "bf5e54482724d58b93e1d6b8b4cf02f2ed304847", "fileid": "dd01cc96a52c3bf00669dc2e0df43782920675d25670c400a5e2934ed7a04c72", "status": "success", "buildurl": "https://github.com/r-universe/gianmarcoborrata/actions/runs/26879330030" }, { "r": "4.7.0", "os": "win", "version": "0.1.3", "date": "2026-06-03T10:42:02.000Z", "commit": "bf5e54482724d58b93e1d6b8b4cf02f2ed304847", "fileid": "d2eb87cf5d7226fbb0e71ba7e3760d354b859023258210946475545aa2e287f0", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/gianmarcoborrata/actions/runs/26879330030" }, { "r": "4.5.3", "os": "win", "version": "0.1.3", "date": "2026-06-03T10:42:22.000Z", "commit": "bf5e54482724d58b93e1d6b8b4cf02f2ed304847", "fileid": "c530c8c90fb7e1e1aac19bbd0d323814031132ad237a52c35f6661950e3f29f7", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/gianmarcoborrata/actions/runs/26879330030" }, { "r": "4.6.0", "os": "win", "version": "0.1.3", "date": "2026-06-03T10:41:58.000Z", "commit": "bf5e54482724d58b93e1d6b8b4cf02f2ed304847", "fileid": "997fb87ec43f699422949bc396b22db8d6b4a0e7b63df86c6398ae49cb1c9560", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/gianmarcoborrata/actions/runs/26879330030" } ] }