{ "_id": "6a12967dacfb0bcc41d0c81c", "Package": "saeTrafo", "Type": "Package", "Title": "Transformations for Unit-Level Small Area Models", "Version": "1.0.2", "Author": "Nora Würz [aut]", "Maintainer": "Nora Würz ", "Description": "The aim of this package is to offer new methodology for\nunit-level small area models under transformations and limited\npopulation auxiliary information. In addition to this new\nmethodology, the widely used nested error regression model\nwithout transformations (see \"An Error-Components Model for\nPrediction of County Crop Areas Using Survey and Satellite\nData\" by Battese, Harter and Fuller (1988)\n) and its well-known\nuncertainty estimate (see \"The estimation of the mean squared\nerror of small-area estimators\" by Prasad and Rao (1990)\n) are provided. In this\npackage, the log transformation and the data-driven log-shift\ntransformation are provided. If a transformation is selected,\nan appropriate method is chosen depending on the respective\ninput of the population data: Individual population data (see\n\"Empirical best prediction under a nested error model with log\ntransformation\" by Molina and Martín (2018)\n) but also aggregated population data\n(see \"Estimating regional income indicators under\ntransformations and access to limited population auxiliary\ninformation\" by Würz, Schmid and Tzavidis ) can be\nentered. Especially under limited data access, new\nmethodologies are provided in saeTrafo. Several options are\navailable to assess the used model and to judge, present and\nexport its results. For a detailed description of the package\nand the methods used see the corresponding vignette.", "License": "GPL-2", "URL": "https://github.com/NoraWuerz/saeTrafo", "LazyData": "true", "Encoding": "UTF-8", "RoxygenNote": "7.2.3", "VignetteBuilder": "R.rsp", "NeedsCompilation": "no", "Copyright": "inst/COPYRIGHTS", "Config/pak/sysreqs": "libabsl-dev cmake libgdal-dev gdal-bin libgeos-dev\nmake libicu-dev libuv1-dev libxml2-dev libssl-dev libproj-dev\nlibsqlite3-dev libudunits2-dev", "Repository": "https://norawuerz.r-universe.dev", "Date/Publication": "2024-05-23 06:52:39 UTC", "RemoteUrl": "https://github.com/norawuerz/saetrafo", "RemoteRef": "HEAD", "RemoteSha": "a8572c05527b80bed4ae2b784ded9e3e0351393a", "Packaged": { "Date": "2026-05-24 06:06:36 UTC", "User": "root" }, "MD5sum": "a32f3246f83f174f8252eff11e17bb07", "_user": "norawuerz", "_type": "src", "_file": "saeTrafo_1.0.2.tar.gz", "_fileid": "011372b3a601ceb13156d0ff6b506de72bd2295d88b7d6660557066047fd0aba", "_filesize": 1850790, "_sha256": "011372b3a601ceb13156d0ff6b506de72bd2295d88b7d6660557066047fd0aba", "_created": "2026-05-24T06:06:36.000Z", "_published": "2026-05-24T06:11:09.190Z", "_distro": "noble", "_jobs": [ { "job": 77576210483, "time": 221, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "NOTE", "artifact": "7182764205" }, { "job": 77576210484, "time": 207, "config": "linux-release-x86_64", "r": "4.6.0", "check": "NOTE", "artifact": "7182762587" }, { "job": 77576210489, "time": 108, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "NOTE", "artifact": "7182752070" }, { "job": 77576210494, "time": 133, "config": "macos-release-arm64", "r": "4.6.0", "check": "NOTE", "artifact": "7182754641" }, { "job": 77576001961, "time": 217, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7182739627" }, { "job": 77576210501, "time": 140, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7182755358" }, { "job": 77576210497, "time": 164, "config": "windows-devel", "r": "4.7.0", "check": "NOTE", "artifact": "7182757958" }, { "job": 77576210496, "time": 160, "config": "windows-oldrel", "r": "4.5.3", "check": "NOTE", "artifact": "7182757552" }, { "job": 77576210515, "time": 197, "config": "windows-release", "r": "4.6.0", "check": "NOTE", "artifact": "7182761411" } ], "_buildurl": "https://github.com/r-universe/norawuerz/actions/runs/26353554951", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/norawuerz/saetrafo", "_commit": { "id": "a8572c05527b80bed4ae2b784ded9e3e0351393a", "author": "NoraWuerz <42345174+NoraWuerz@users.noreply.github.com>", "committer": "NoraWuerz <42345174+NoraWuerz@users.noreply.github.com>", "message": "Small correction in g2 Prasad Rao MSE\n", "time": 1716447159 }, "_maintainer": { "name": "Nora Würz", "email": "nora.wuerz@uni-bamberg.de" }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.5.0", "role": "Depends" }, { "package": "nlme", "role": "Imports" }, { "package": "emdi", "role": "Imports" }, { "package": "stats", "role": "Imports" }, { "package": "sfsmisc", "role": "Imports" }, { "package": "parallelMap", "role": "Imports" }, { "package": "MuMIn", "role": "Imports" }, { "package": "ggplot2", "role": "Imports" }, { "package": "moments", "role": "Imports" }, { "package": "openxlsx", "role": "Imports" }, { "package": "reshape2", "role": "Imports" }, { "package": "HLMdiag", "role": "Imports" }, { "package": "gridExtra", "role": "Imports" }, { "package": "stringr", "role": "Imports" }, { "package": "readODS", "role": "Imports" }, { "package": "rlang", "role": "Imports" }, { "package": "simFrame", "role": "Suggests" }, { "package": "sf", "role": "Suggests" }, { "package": "graphics", "role": "Suggests" }, { "package": "R.rsp", "role": "Suggests" } ], "_owner": "norawuerz", "_selfowned": true, "_usedby": 0, "_updates": [], "_tags": [], "_stars": 1, "_contributors": [ { "user": "norawuerz", "count": 156, "uuid": 42345174 } ], "_userbio": { "uuid": 42345174, "type": "user", "name": "NoraWuerz" }, "_downloads": { "count": 586, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/saeTrafo" }, "_devurl": "https://github.com/norawuerz/saetrafo", "_searchresults": 7, "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/readme.html", "extra/readme.md", "extra/saeTrafo.html", "manual.pdf" ], "_homeurl": "https://github.com/norawuerz/saetrafo", "_realowner": "norawuerz", "_cranurl": true, "_releases": [ { "version": "1.0.0", "date": "2022-06-23" }, { "version": "1.0.1", "date": "2023-09-25" }, { "version": "1.0.2", "date": "2023-12-11" }, { "version": "1.0.3", "date": "2024-05-23" }, { "version": "1.0.4", "date": "2024-06-10" }, { "version": "1.0.6", "date": "2025-09-10" } ], "_exports": [ "compare_plot", "compare_pred", "estimators", "fixed.effects", "fixed.effects.NER", "fixef", "fixef.NER", "getData", "getData.NER", "getGroups", "getGroups.NER", "getGroupsFormula", "getGroupsFormula.NER", "getResponse", "getResponse.NER", "getVarCov", "getVarCov.NER", "intervals", "intervals.NER", "load_shapeaustria", "map_plot", "NER_Trafo", "random.effects", "random.effects.NER", "ranef", "ranef.NER", "write.excel", "write.ods" ], "_datasets": [ { "name": "eusilcA_pop", "title": "Simulated eusilc data - population data", "object": "eusilcA_pop", "class": [ "data.frame" ], "fields": [ "eqIncome", "gender", "eqsize", "cash", "self_empl", "unempl_ben", "age_ben", "surv_ben", "sick_ben", "dis_ben", "rent", "fam_allow", "house_allow", "cap_inv", "tax_adj", "state", "district" ], "rows": 25000, "table": true, "tojson": true }, { "name": "eusilcA_smp", "title": "Simulated eusilc data - sample data", "object": "eusilcA_smp", "class": [ "data.frame" ], "fields": [ "eqIncome", "gender", "eqsize", "cash", "self_empl", "unempl_ben", "age_ben", "surv_ben", "sick_ben", "dis_ben", "rent", "fam_allow", "house_allow", "cap_inv", "tax_adj", "state", "district", "weight" ], "rows": 1945, "table": true, "tojson": true }, { "name": "pop_area_size", "title": "Aggregates from simulated eusilc population data: domain sizes", "object": "pop_area_size", "class": [ "numeric" ], "fields": [], "table": false, "tojson": true }, { "name": "pop_cov", "title": "Aggregates from simulated eusilc population data: domain-specific covariances", "object": "pop_cov", "class": [ "list" ], "fields": [], "table": true, "tojson": true }, { "name": "pop_mean", "title": "Aggregates from simulated eusilc population data: domain-specific means", "object": "pop_mean", "class": [ "list" ], "fields": [], "table": true, "tojson": true } ], "_help": [ { "page": "compare_plot", "title": "Shows plots for the comparison of estimates", "topics": [ "compare_plot", "compare_plot.NER", "compare_plots_saeTrafo" ] }, { "page": "compare_pred", "title": "Compare predictions of model objects", "topics": [ "compare_pred", "compare_pred.saeTrafo" ] }, { "page": "estimators", "title": "Presents point, MSE and CV estimates", "topics": [ "estimators", "estimators.saeTrafo" ] }, { "page": "eusilcA_pop", "title": "Simulated eusilc data - population data", "topics": [ "eusilcA_pop" ] }, { "page": "eusilcA_smp", "title": "Simulated eusilc data - sample data", "topics": [ "eusilcA_smp" ] }, { "page": "fixef", "title": "Extract fixed effects from an saeTrafo object", "topics": [ "fixed.effects", "fixed.effects.NER", "fixef", "fixef.NER" ] }, { "page": "getData", "title": "Extract saeTrafo object data", "topics": [ "getData", "getData.NER" ] }, { "page": "getGroups", "title": "Extract grouping factors from an saeTrafo object", "topics": [ "getGroups", "getGroups.NER" ] }, { "page": "getGroupsFormula", "title": "Extract grouping formula from a saeTrafo object", "topics": [ "getGroupsFormula", "getGroupsFormula.NER" ] }, { "page": "getResponse", "title": "Extract response variable from an saeTrafo object", "topics": [ "getResponse", "getResponse.NER" ] }, { "page": "getVarCov", "title": "Extract variance-covariance matrix from an saeTrafo object", "topics": [ "getVarCov", "getVarCov.NER" ] }, { "page": "intervals", "title": "Confidence intervals on coefficients of an saeTrafo object", "topics": [ "intervals", "intervals.NER" ] }, { "page": "load_shapeaustria", "title": "Loading the shape file for Austrian districts", "topics": [ "load_shapeaustria" ] }, { "page": "map_plot", "title": "Visualizes regional disaggregated estimates on a map", "topics": [ "map_plot" ] }, { "page": "NER_Trafo", "title": "Nested error regression Model under transformations", "topics": [ "NER_Trafo" ] }, { "page": "plot.saeTrafo", "title": "Plots for an saeTrafo object", "topics": [ "plot.saeTrafo" ] }, { "page": "pop_area_size", "title": "Aggregates from simulated eusilc population data: domain sizes", "topics": [ "pop_area_size" ] }, { "page": "pop_cov", "title": "Aggregates from simulated eusilc population data: domain-specific covariances", "topics": [ "pop_cov" ] }, { "page": "pop_mean", "title": "Aggregates from simulated eusilc population data: domain-specific means", "topics": [ "pop_mean" ] }, { "page": "predict.NER", "title": "Predictions from saeTrafo objects", "topics": [ "predict.NER" ] }, { "page": "qqnorm.saeTrafo", "title": "Quantile-quantile plots for an saeTrafo object", "topics": [ "qqnorm.saeTrafo" ] }, { "page": "ranef", "title": "Extract random effects of saeTrafo object", "topics": [ "random.effects", "random.effects.NER", "ranef", "ranef.NER" ] }, { "page": "saeTrafo", "title": "The R Package saeTrafo for Estimating unit-level Small Area Models under Transformations", "topics": [ "saeTrafo-package", "saeTrafo" ] }, { "page": "saeTrafoObject", "title": "Fitted saeTrafoObject", "topics": [ "saeTrafoObject" ] }, { "page": "summaries.saeTrafo", "title": "Summarizes an saeTrafo object", "topics": [ "summaries.saeTrafo", "summary.NER" ] }, { "page": "write.excel", "title": "Exports an saeTrafo Object to an Excel file or OpenDocument Spreadsheet", "topics": [ "write.excel", "write.ods" ] } ], "_readme": "https://github.com/norawuerz/saetrafo/raw/HEAD/README.md", "_rundeps": [ "aoos", "assertthat", "backports", "BBmisc", "boot", "brew", "cachem", "callr", "cellranger", "checkmate", "class", "classInt", "cli", "commonmark", "cpp11", "data.table", "DBI", "deldir", "desc", "diagonals", "dplyr", "e1071", "emdi", "evaluate", "farver", "fastmap", "formula.tools", "fs", "generics", "ggplot2", "ggrepel", "glue", "gridExtra", "gtable", "highr", "HLMdiag", "hms", "insight", "isoband", "janitor", "KernSmooth", "knitr", "labeling", "lattice", "lifecycle", "lubridate", "magrittr", "MASS", "Matrix", "memoise", "mgcv", "minty", "modules", "moments", "MuMIn", "nlme", "openxlsx", "operator.tools", "parallelMap", "pbapply", "pillar", "pkgbuild", "pkgconfig", "pkgload", "plyr", "processx", "proxy", "ps", "purrr", "R6", "RColorBrewer", "Rcpp", "RcppArmadillo", "readODS", "rematch", "reshape2", "rlang", "roxygen2", "rprojroot", "s2", "S7", "saeRobust", "scales", "sf", "sfsmisc", "snakecase", "sp", "spData", "spdep", "stringi", "stringr", "tibble", "tidyr", "tidyselect", "timechange", "tzdb", "units", "utf8", "vctrs", "viridisLite", "withr", "wk", "xfun", "xml2", "yaml", "zip" ], "_vignettes": [ { "source": "vignettesaeTrafo.pdf.asis", "filename": "vignettesaeTrafo.pdf", "title": "The R Package saeTrafo for Estimating unit-level Small Area Models under Transformations", "engine": "R.rsp::asis", "headings": [], "created": "2022-05-30 11:43:28", "modified": "2022-05-30 11:43:28", "commits": 1 } ], "_score": 3.6989700043360187, "_indexed": true, "_nocasepkg": "saetrafo", "_universes": [ "norawuerz" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "1.0.2", "date": "2026-05-24T06:09:29.000Z", "distro": "noble", "commit": "a8572c05527b80bed4ae2b784ded9e3e0351393a", "fileid": "46060dabc34857ffe80cf5d9022add8e75b1886cd4d0f9a12f16f297b427bab9", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/norawuerz/actions/runs/26353554951" }, { "r": "4.6.0", "os": "linux", "version": "1.0.2", "date": "2026-05-24T06:09:19.000Z", "distro": "noble", "commit": "a8572c05527b80bed4ae2b784ded9e3e0351393a", "fileid": "28ad584004f11758d6f3a115d80829bb5b1660ed51f34d585708e020595ecdcc", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/norawuerz/actions/runs/26353554951" }, { "r": "4.5.3", "os": "mac", "version": "1.0.2", "date": "2026-05-24T06:08:10.000Z", "commit": "a8572c05527b80bed4ae2b784ded9e3e0351393a", "fileid": "061ca0c3efa5e73d60f164b5f8343182b97ed804f3ea8559e8afbf4d47c1b920", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/norawuerz/actions/runs/26353554951" }, { "r": "4.6.0", "os": "mac", "version": "1.0.2", "date": "2026-05-24T06:08:29.000Z", "commit": "a8572c05527b80bed4ae2b784ded9e3e0351393a", "fileid": "9a0617439b396894f33ea9f3eb842a6bc67db36cf1e4be3fbcfc014142dfcfaa", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/norawuerz/actions/runs/26353554951" }, { "r": "4.6.0", "os": "wasm", "version": "1.0.2", "date": "2026-05-24T06:09:25.000Z", "commit": "a8572c05527b80bed4ae2b784ded9e3e0351393a", "fileid": "19100331ea92305304867daee3ef4ebc51f26cb04e33c1b94c3591b2f6a252fd", "status": "success", "buildurl": "https://github.com/r-universe/norawuerz/actions/runs/26353554951" }, { "r": "4.7.0", "os": "win", "version": "1.0.2", "date": "2026-05-24T06:08:15.000Z", "commit": "a8572c05527b80bed4ae2b784ded9e3e0351393a", "fileid": "52b49912e8e4f3bf099824cf1010c6ee71825b3c5c32755b036fc169e4f55496", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/norawuerz/actions/runs/26353554951" }, { "r": "4.5.3", "os": "win", "version": "1.0.2", "date": "2026-05-24T06:08:17.000Z", "commit": "a8572c05527b80bed4ae2b784ded9e3e0351393a", "fileid": "bb03134eae1e5eaa7ceea852a3324832649bc47de9c7060aa26f4f55b9837985", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/norawuerz/actions/runs/26353554951" }, { "r": "4.6.0", "os": "win", "version": "1.0.2", "date": "2026-05-24T06:08:56.000Z", "commit": "a8572c05527b80bed4ae2b784ded9e3e0351393a", "fileid": "2590a0ae2beae6a85d47aa0bfc9a396fad7a3edea5a945dd092ef71a97341073", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/norawuerz/actions/runs/26353554951" } ] }