{ "_id": "6ad163a129625c14e47ae4f2", "Package": "geoaddSAE2", "Type": "Package", "Title": "Geoadditive Small Area Estimation for Area-Level Model", "Version": "0.1.2", "Authors@R": "c(\nperson(\ngiven = \"Amalyah Rizky Khairunnisa\",\nfamily = \"Sutarto\",\nemail = \"222212489@stis.ac.id\",\nrole = c(\"aut\", \"cre\")),\nperson(\ngiven = \"Novi Hidayat\",\nfamily = \"Pusponegoro\",\nemail = \"novie@stis.ac.id\",\nrole = c(\"aut\", \"ths\")\n)\n)", "Description": "Fits area-level geoadditive small area estimation (SAE)\nmodels by extending the Fay-Herriot area-level model with\nlinear, nonlinear, and spatial effects. The Fay-Herriot model\nis described by Fay and Herriot (1979)\n. Geoadditive models\ncombine nonlinear covariate effects and spatial variation as\ndescribed by Kammann and Wand (2003)\n, while their application to small\narea estimation is discussed by Pusponegoro et al. (2019)\n. Nonlinear covariate effects are\nrepresented using penalized splines, while spatial effects are\nrepresented using a smooth function of geographic coordinates.\nModels are estimated using restricted maximum likelihood\n(REML), and mean squared error (MSE) is estimated using a\nparametric bootstrap. The package also provides comparisons\nwith the Fay-Herriot and spatial Fay-Herriot (SFH) models.", "License": "GPL (>= 3)", "Encoding": "UTF-8", "LazyData": "true", "Config/testthat/edition": "3", "VignetteBuilder": "knitr", "Config/roxygen2/version": "8.1.0", "NeedsCompilation": "no", "Packaged": { "Date": "2026-10-15 23:29:45 UTC", "User": "root" }, "Author": "Amalyah Rizky Khairunnisa Sutarto [aut, cre], Novi Hidayat\nPusponegoro [aut, ths]", "Maintainer": "Amalyah Rizky Khairunnisa Sutarto <222212489@stis.ac.id>", "Repository": "https://amlyhrzky.r-universe.dev", "Date/Publication": "2026-10-15 19:20:02 UTC", "RemoteUrl": "https://github.com/cran/geoaddSAE2", "RemoteRef": "HEAD", "RemoteSha": "2dc1b8632fb6d986573bc53fc1606cd0c2b28820", "_user": "amlyhrzky", "_type": "src", "_file": "geoaddSAE2_0.1.2.tar.gz", "_fileid": "https://r2.ropensci.org/31733196318a38bbb036ef1390c7c8f7d280c73edcda7bd82f3e016aa49dad21", "_filesize": 226137, "_sha256": "31733196318a38bbb036ef1390c7c8f7d280c73edcda7bd82f3e016aa49dad21", "_expires": "2027-01-23T23:37:03.000Z", "_created": "2026-10-15T23:29:45.000Z", "_published": "2026-10-15T23:37:05.185Z", "_buildurl": "https://github.com/r-universe/amlyhrzky/actions/runs/38823514330", "_status": "success", "_host": "GitHub-Actions", "_jobs": [ { "job": 116726853934, "time": 150, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "12014386238" }, { "job": 116726853909, "time": 140, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "12014815043" }, { "job": 116726853889, "time": 150, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "12013434763" }, { "job": 116726853903, "time": 182, "config": "macos-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "12014885465" }, { "job": 116725522993, "time": 242, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "12014114196" }, { "job": 116726853789, "time": 98, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "12014375840" }, { "job": 116726853865, "time": 398, "config": "windows-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "12014665777" }, { "job": 116726854039, "time": 87, "config": "windows-oldrel-x86_64", "r": "4.5.3", "check": "OK", "artifact": "12014715017" }, { "job": 116726854065, "time": 92, "config": "windows-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "12013874245" } ], "_upstream": "https://github.com/cran/geoaddSAE2", "_commit": { "id": "2dc1b8632fb6d986573bc53fc1606cd0c2b28820", "author": "Amalyah Rizky Khairunnisa Sutarto <222212489@stis.ac.id>", "committer": "cran-robot ", "message": "version 0.1.2\n", "time": 1792092002 }, "_maintainer": { "name": "Amalyah Rizky Khairunnisa Sutarto", "email": "222212489@stis.ac.id", "login": "amlyhrzky", "description": "", "uuid": 157791541 }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.5.0", "role": "Depends" }, { "package": "mgcv", "role": "Imports" }, { "package": "stats", "role": "Imports" }, { "package": "knitr", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" }, { "package": "sae", "role": "Suggests" }, { "package": "spdep", "role": "Suggests" }, { "package": "testthat", "version": ">= 3.0.0", "role": "Suggests" } ], "_owner": "cran", "_selfowned": true, "_usedby": 0, "_updates": [ { "week": "2026-40", "n": 1 }, { "week": "2026-41", "n": 1 }, { "week": "2026-42", "n": 1 } ], "_tags": [ { "name": "0.1.0", "date": "2026-09-30" }, { "name": "0.1.1", "date": "2026-10-05" }, { "name": "0.1.2", "date": "2026-10-15" } ], "_stars": 0, "_contributors": [ { "user": "amlyhrzky", "count": 3, "uuid": 157791541 } ], "_userbio": { "uuid": 157791541, "type": "user", "name": "amlyhrzky", "followers": 0 }, "_downloads": { "count": 206, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/geoaddSAE2" }, "_searchresults": 0, "_rbuild": "4.6.1", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/geoaddSAE2.html", "extra/manual.pdf", "extra/NEWS.html", "extra/NEWS.txt", "extra/readme.html", "extra/readme.md" ], "_realowner": "amlyhrzky", "_cranurl": false, "_releases": [ { "version": "0.1.0", "date": "2026-09-30" }, { "version": "0.1.1", "date": "2026-10-05" }, { "version": "0.1.2", "date": "2026-10-15" } ], "_exports": [ "geosae" ], "_datasets": [ { "name": "simulated_sae", "title": "Simulated area-level small area estimation data", "object": "simulated_sae", "class": [ "data.frame" ], "fields": [ "area", "y", "x1", "x2", "x3", "lat", "lon", "vardir", "theta" ], "rows": 100, "table": true, "tojson": true } ], "_help": [ { "page": "geosae", "title": "Fit an Area-Level Geoadditive Small Area Estimation Model", "topics": [ "geosae" ] }, { "page": "print.geosae", "title": "Print method for geosae object", "topics": [ "print.geosae" ] }, { "page": "simulated_sae", "title": "Simulated area-level small area estimation data", "topics": [ "simulated_sae" ] }, { "page": "summary.geosae", "title": "Summary method for geosae object", "topics": [ "summary.geosae" ] } ], "_readme": "https://github.com/cran/geoaddSAE2/raw/HEAD/README.md", "_rundeps": [ "lattice", "Matrix", "mgcv", "nlme" ], "_vignettes": [ { "source": "geoaddSAE2-intro.Rmd", "filename": "geoaddSAE2-intro.html", "title": "Introduction to geoaddSAE2", "engine": "knitr::rmarkdown", "headings": [ "Background", "Example data", "Exploratory identification before modelling", "Identifying nonlinear relationships", "Identifying spatial autocorrelation", "Fitting the Geoadditive SAE model", "Comparing Geoadditive SAE, Fay-Herriot, and Spatial Fay-Herriot", "Inspecting fitted results", "Complete example" ], "created": "2026-09-30 13:55:31", "modified": "2026-10-15 19:20:02", "commits": 3 } ], "_score": 3.1760912590556813, "_indexed": true, "_nocasepkg": "geoaddsae2", "_universes": [ "amlyhrzky" ], "_previous": "0.1.1", "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.1.2", "date": "2026-10-15T23:32:17.000Z", "distro": "resolute", "commit": "2dc1b8632fb6d986573bc53fc1606cd0c2b28820", "fileid": "https://r2.ropensci.org/6e66e69129e8a8e5d0f5be707ddd641a5faacaa89dce91f135c4ebadae128285", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/amlyhrzky/actions/runs/38823514330" }, { "r": "4.6.1", "os": "linux", "version": "0.1.2", "date": "2026-10-15T23:32:08.000Z", "distro": "resolute", "commit": "2dc1b8632fb6d986573bc53fc1606cd0c2b28820", "fileid": "https://r2.ropensci.org/f86260cb6bf41b581c9b061d1d7bb991101863814860085a1609deeb4af8fc10", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/amlyhrzky/actions/runs/38823514330" }, { "r": "4.5.3", "os": "mac", "version": "0.1.2", "date": "2026-10-15T23:31:57.000Z", "commit": "2dc1b8632fb6d986573bc53fc1606cd0c2b28820", "fileid": "https://r2.ropensci.org/a7c57bf34ad59930845728303ae3fb836f686888dd2ecf77e969cff9239fe620", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/amlyhrzky/actions/runs/38823514330" }, { "r": "4.6.1", "os": "mac", "version": "0.1.2", "date": "2026-10-15T23:33:05.000Z", "commit": "2dc1b8632fb6d986573bc53fc1606cd0c2b28820", "fileid": "https://r2.ropensci.org/fccf86691b9da276a2bad647acaff063928f83d39295b687aaf0def1456df40f", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/amlyhrzky/actions/runs/38823514330" }, { "r": "4.6.0", "os": "wasm", "version": "0.1.2", "date": "2026-10-15T23:31:41.000Z", "commit": "2dc1b8632fb6d986573bc53fc1606cd0c2b28820", "fileid": "https://r2.ropensci.org/d8062905441132a14042a3f562d6c23cd5e0a5fd8fe5c170f0b0aec12c5440ce", "status": "success", "buildurl": "https://github.com/r-universe/amlyhrzky/actions/runs/38823514330" }, { "r": "4.7.0", "os": "win", "version": "0.1.2", "date": "2026-10-15T23:36:10.000Z", "commit": "2dc1b8632fb6d986573bc53fc1606cd0c2b28820", "fileid": "https://r2.ropensci.org/4af5ac4b80df335d11953dc8c7f525aaf28875475572124a76128d117d821fb0", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/amlyhrzky/actions/runs/38823514330" }, { "r": "4.5.3", "os": "win", "version": "0.1.2", "date": "2026-10-15T23:31:12.000Z", "commit": "2dc1b8632fb6d986573bc53fc1606cd0c2b28820", "fileid": "https://r2.ropensci.org/4ec90403f36fee6cd7c3bd01dde36f2a5d553d685b4e7cde29ec16520b59035c", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/amlyhrzky/actions/runs/38823514330" }, { "r": "4.6.1", "os": "win", "version": "0.1.2", "date": "2026-10-15T23:31:17.000Z", "commit": "2dc1b8632fb6d986573bc53fc1606cd0c2b28820", "fileid": "https://r2.ropensci.org/a4519e1127021ff0eba9d8791b9c788750623e5e76360d4d83e9c2653c05a58f", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/amlyhrzky/actions/runs/38823514330" } ] }