{ "_id": "6a4797bc2f27a93436c0f733", "Package": "saeHB.Spatial.Beta", "Type": "Package", "Title": "Small Area Estimation Hierarchical Bayes for Spatial Beta Model", "Version": "0.1.0", "Authors@R": "c(person(given = \"Boby\", family = \"Iwan\", role = c(\"aut\", \"cre\"), email = \"bobyiwanboby2122@gmail.com\"), person(given = \"Cucu\", family = \"Sumarni\", role = \"aut\"))", "Description": "Provides several functions and datasets for area-level\nSmall Area Estimation using the Hierarchical Bayesian (HB)\nmethod. Model-based estimators are designed for variables of\ninterest that follow a Beta distribution. The package supports\nspatial structures under the Simultaneous Autoregressive (SAR)\nand Leroux Conditional Autoregressive (CAR) models,\naccommodating survey design effect (DEFF) adjustments. The\n'rjags' package is employed to obtain parameter estimates via\nGibbs Sampling. For references, see Rao and Molina (2015)\n, Kubacki and Jedrzejczak (2016)\n, Leroux et al. (2000)\n, and Chung and Datta (2020)\n.", "License": "GPL-3", "Encoding": "UTF-8", "LazyData": "true", "SystemRequirements": "JAGS (http://mcmc-jags.sourceforge.net)", "VignetteBuilder": "knitr", "URL": "https://github.com/BobyIwan/saeHB.Spatial.Beta", "BugReports": "https://github.com/BobyIwan/saeHB.Spatial.Beta/issues", "Config/roxygen2/version": "8.0.0", "Config/testthat/edition": "3", "Config/pak/sysreqs": "libabsl-dev cmake libgdal-dev gdal-bin libgeos-dev\njags libssl-dev libproj-dev libsqlite3-dev libudunits2-dev", "Repository": "https://bobyiwan.r-universe.dev", "Date/Publication": "2026-06-14 05:59:28 UTC", "RemoteUrl": "https://github.com/bobyiwan/saehb.spatial.beta", "RemoteRef": "HEAD", "RemoteSha": "4dc537d94edc60ab4838ddb5b1f5209b57a38e3c", "NeedsCompilation": "no", "Packaged": { "Date": "2026-07-03 07:50:47 UTC", "User": "root" }, "Author": "Boby Iwan [aut, cre],\nCucu Sumarni [aut]", "Maintainer": "Boby Iwan ", "_user": "bobyiwan", "_type": "src", "_file": "saeHB.Spatial.Beta_0.1.0.tar.gz", "_fileid": "https://r2.ropensci.org/4ab5dc353cc55bb06bcfae6fb169b1cf36c6aadf42e627cec6ebb2242e4475da", "_filesize": 1267371, "_sha256": "4ab5dc353cc55bb06bcfae6fb169b1cf36c6aadf42e627cec6ebb2242e4475da", "_expires": "2026-10-11T11:06:36.000Z", "_created": "2026-07-03T07:50:47.000Z", "_published": "2026-07-03T11:06:36.887Z", "_jobs": [ { "job": 84986850411, "time": 159, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "WARNING", "artifact": "8060913570" }, { "job": 84986850827, "time": 152, "config": "linux-release-x86_64", "r": "4.6.1", "check": "WARNING", "artifact": "8060911240" }, { "job": 84986850832, "time": 201, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "WARNING", "artifact": "8060915363" }, { "job": 84986850243, "time": 240, "config": "macos-release-arm64", "r": "4.6.1", "check": "WARNING", "artifact": "8060925989" }, { "job": 84986849920, "time": 301, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "8060861798" }, { "job": 84986850162, "time": 171, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "8060916937" }, { "job": 84986850183, "time": 98, "config": "windows-devel", "r": "4.7.0", "check": "WARNING", "artifact": "8060894555" }, { "job": 84986850479, "time": 90, "config": "windows-oldrel", "r": "4.5.3", "check": "WARNING", "artifact": "8060892048" }, { "job": 84986850570, "time": 84, "config": "windows-release", "r": "4.6.1", "check": "WARNING", "artifact": "8060889832" } ], "_host": "GitHub-Actions", "_buildurl": "https://github.com/r-universe/bobyiwan/actions/runs/28646300252", "_status": "success", "_upstream": "https://github.com/bobyiwan/saehb.spatial.beta", "_commit": { "id": "4dc537d94edc60ab4838ddb5b1f5209b57a38e3c", "author": "BobyIwan ", "committer": "BobyIwan ", "message": "Update DESCRIPTION and README\n", "time": 1781416768 }, "_maintainer": { "name": "Boby Iwan", "email": "bobyiwanboby2122@gmail.com", "login": "bobyiwan", "description": "", "uuid": 289796327 }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 4.1.0", "role": "Depends" }, { "package": "rjags", "role": "Imports" }, { "package": "coda", "role": "Imports" }, { "package": "stats", "role": "Imports" }, { "package": "grDevices", "role": "Imports" }, { "package": "graphics", "role": "Imports" }, { "package": "sf", "role": "Imports" }, { "package": "spdep", "role": "Imports" }, { "package": "knitr", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" }, { "package": "testthat", "version": ">= 3.0.0", "role": "Suggests" }, { "package": "ggplot2", "role": "Suggests" } ], "_owner": "bobyiwan", "_selfowned": true, "_usedby": 0, "_updates": [ { "week": "2026-23", "n": 4 }, { "week": "2026-24", "n": 15 } ], "_tags": [], "_stars": 0, "_contributors": [ { "user": "bobyiwan", "count": 20, "uuid": 289796327 } ], "_userbio": { "uuid": 289796327, "type": "user", "name": "BobyIwan", "followers": 0 }, "_downloads": { "count": 0, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/saeHB.Spatial.Beta" }, "_devurl": "https://github.com/bobyiwan/saehb.spatial.beta", "_searchresults": 0, "_topics": [ "jags", "cpp" ], "_rbuild": "4.6.1", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/readme.html", "extra/readme.md", "extra/saeHB.Spatial.Beta.html", "manual.pdf" ], "_homeurl": "https://github.com/bobyiwan/saehb.spatial.beta", "_realowner": "bobyiwan", "_cranurl": true, "_releases": [ { "version": "0.1.0", "date": "2026-07-01" } ], "_exports": [ "beta_lerouxcar", "beta_nonspatial", "beta_sar", "betadeff_lerouxcar", "betadeff_nonspatial", "betadeff_sar", "build_w", "moran_test" ], "_datasets": [ { "name": "adjacency_mat", "title": "Binary Adjacency Matrix", "object": "adjacency_mat", "class": [ "matrix", "array" ], "fields": [ "area_001", "area_002", "area_003", "area_004", "area_005", "area_006", "area_007", "area_008", "area_009", "area_010", "area_011", "area_012", "area_013", "area_014", "area_015", "area_016", "area_017", "area_018", "area_019", "area_020", "area_021", "area_022", "area_023", "area_024", "area_025", "area_026", "area_027", "area_028", "area_029", "area_030", "area_031", "area_032", "area_033", "area_034", "area_035", "area_036" ], "rows": 36, "table": true, "tojson": true }, { "name": "databeta", "title": "Synthetic Data for Small Area Estimation using Spatial Beta Model", "object": "dataBeta", "class": [ "data.frame" ], "fields": [ "domain", "y", "x1", "x2", "n_i", "deff" ], "rows": 36, "table": true, "tojson": true }, { "name": "databeta_na", "title": "Synthetic Data with Missing Values for Small Area Estimation", "object": "dataBeta_NA", "class": [ "data.frame" ], "fields": [ "domain", "y", "x1", "x2", "n_i", "deff" ], "rows": 36, "table": true, "tojson": true }, { "name": "weight_mat", "title": "Row-Standardized Spatial Weight Matrix", "object": "weight_mat", "class": [ "matrix", "array" ], "fields": [ "area_001", "area_002", "area_003", "area_004", "area_005", "area_006", "area_007", "area_008", "area_009", "area_010", "area_011", "area_012", "area_013", "area_014", "area_015", "area_016", "area_017", "area_018", "area_019", "area_020", "area_021", "area_022", "area_023", "area_024", "area_025", "area_026", "area_027", "area_028", "area_029", "area_030", "area_031", "area_032", "area_033", "area_034", "area_035", "area_036" ], "rows": 36, "table": true, "tojson": true } ], "_help": [ { "page": "adjacency_mat", "title": "Binary Adjacency Matrix", "topics": [ "adjacency_mat" ] }, { "page": "beta_lerouxcar", "title": "Small Area Estimation using Hierarchical Bayesian Method under Spatial Beta-Leroux CAR Model", "topics": [ "beta_lerouxcar" ] }, { "page": "beta_nonspatial", "title": "Small Area Estimation using Hierarchical Bayesian Method under Non-Spatial Beta Model", "topics": [ "beta_nonspatial" ] }, { "page": "beta_sar", "title": "Small Area Estimation using Hierarchical Bayesian Method under Spatial Beta SAR Model", "topics": [ "beta_sar" ] }, { "page": "betadeff_lerouxcar", "title": "Small Area Estimation using Hierarchical Bayesian Method under Spatial Beta-Leroux CAR Model with Design Effect", "topics": [ "betadeff_lerouxcar" ] }, { "page": "betadeff_nonspatial", "title": "Small Area Estimation using Hierarchical Bayesian Method under Non-Spatial Beta Model with Design Effect", "topics": [ "betadeff_nonspatial" ] }, { "page": "betadeff_sar", "title": "Small Area Estimation using Hierarchical Bayesian Method under Spatial Beta SAR Model with Design Effect", "topics": [ "betadeff_sar" ] }, { "page": "build_W", "title": "Build Spatial Weights Matrix", "topics": [ "build_w" ] }, { "page": "dataBeta", "title": "Synthetic Data for Small Area Estimation using Spatial Beta Model", "topics": [ "databeta" ] }, { "page": "dataBeta_NA", "title": "Synthetic Data with Missing Values for Small Area Estimation", "topics": [ "databeta_na" ] }, { "page": "moran_test", "title": "Moran's I Test for Spatial Autocorrelation", "topics": [ "moran_test" ] }, { "page": "weight_mat", "title": "Row-Standardized Spatial Weight Matrix", "topics": [ "weight_mat" ] } ], "_readme": "https://github.com/bobyiwan/saehb.spatial.beta/raw/HEAD/README.md", "_rundeps": [ "boot", "class", "classInt", "coda", "DBI", "deldir", "e1071", "KernSmooth", "lattice", "MASS", "proxy", "Rcpp", "rjags", "s2", "sf", "sp", "spData", "spdep", "units", "wk" ], "_sysdeps": [ { "shlib": "libjags", "package": "jags", "headers": "jags", "source": "jags", "version": "4.3.2-2.2604.0", "name": "jags", "homepage": "https://mcmc-jags.sourceforge.io", "description": "Just Another Gibbs Sampler for Bayesian MCMC - binary" }, { "shlib": "libstdc++", "package": "libstdc++6", "source": "gcc", "version": "16-20260322-1ubuntu1", "name": "c++", "homepage": "http://gcc.gnu.org/", "description": "GNU Standard C++ Library v3" } ], "_vignettes": [ { "source": "saeHB_Spatial_Beta.Rmd", "filename": "saeHB_Spatial_Beta.html", "title": "Getting Started with saeHB.Spatial.Beta", "engine": "knitr::rmarkdown", "headings": [ "Introduction", "Step 1: Preparation and Data Loading", "Step 2: Fitting the Non-Spatial Model", "Step 3: Spatial Autocorrelation Diagnostic (Moran's I)", "Step 4: Fitting the Spatial Models", "Step 5: Evaluation and Comparison" ], "created": "2026-06-09 10:24:58", "modified": "2026-06-13 12:18:41", "commits": 4 } ], "_score": 4, "_indexed": true, "_nocasepkg": "saehb.spatial.beta", "_universes": [ "bobyiwan" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.1.0", "date": "2026-07-03T07:53:17.000Z", "distro": "resolute", "commit": "4dc537d94edc60ab4838ddb5b1f5209b57a38e3c", "fileid": "https://r2.ropensci.org/f04bfd045014e0aca60848518a38f4ba09f6a1d25dff1998eebe5f758b125b6d", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/bobyiwan/actions/runs/28646300252" }, { "r": "4.6.1", "os": "linux", "version": "0.1.0", "date": "2026-07-03T07:53:09.000Z", "distro": "resolute", "commit": "4dc537d94edc60ab4838ddb5b1f5209b57a38e3c", "fileid": "https://r2.ropensci.org/c542e07253cee302996fed9f9f28eedd2b9b22a7e8a397a2fc30624711f3c415", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/bobyiwan/actions/runs/28646300252" }, { "r": "4.5.3", "os": "mac", "version": "0.1.0", "date": "2026-07-03T07:53:30.000Z", "commit": "4dc537d94edc60ab4838ddb5b1f5209b57a38e3c", "fileid": "https://r2.ropensci.org/a88c78bd2e12bd5cc93591d90039ef089a5436205c74f22203ed26fe48aaae87", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/bobyiwan/actions/runs/28646300252" }, { "r": "4.6.1", "os": "mac", "version": "0.1.0", "date": "2026-07-03T07:53:46.000Z", "commit": "4dc537d94edc60ab4838ddb5b1f5209b57a38e3c", "fileid": "https://r2.ropensci.org/00968cf1f51de1005c91966d413279495352f19e111834a3c3c5df5cb653d20d", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/bobyiwan/actions/runs/28646300252" }, { "r": "4.6.0", "os": "wasm", "version": "0.1.0", "date": "2026-07-03T07:53:53.000Z", "commit": "4dc537d94edc60ab4838ddb5b1f5209b57a38e3c", "fileid": "https://r2.ropensci.org/d93af6b7fabe7689d3a57f1adbaf66ac7120742b9633e4a336abb3325eaa3422", "status": "success", "buildurl": "https://github.com/r-universe/bobyiwan/actions/runs/28646300252" }, { "r": "4.7.0", "os": "win", "version": "0.1.0", "date": "2026-07-03T07:51:59.000Z", "commit": "4dc537d94edc60ab4838ddb5b1f5209b57a38e3c", "fileid": "https://r2.ropensci.org/5f36f7efecef5e29c2b4984cc1b20481f9752fdf3c0811389782db41d92c3380", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/bobyiwan/actions/runs/28646300252" }, { "r": "4.5.3", "os": "win", "version": "0.1.0", "date": "2026-07-03T07:52:04.000Z", "commit": "4dc537d94edc60ab4838ddb5b1f5209b57a38e3c", "fileid": "https://r2.ropensci.org/4348e0eddaf31a6eeee230a9b3849fc66f654b403a90e7e33a9009e83c767d8e", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/bobyiwan/actions/runs/28646300252" }, { "r": "4.6.1", "os": "win", "version": "0.1.0", "date": "2026-07-03T07:51:58.000Z", "commit": "4dc537d94edc60ab4838ddb5b1f5209b57a38e3c", "fileid": "https://r2.ropensci.org/14f060583d73931ed305e72729343d9199955877a32683cbb3b84436ca0d4d1a", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/bobyiwan/actions/runs/28646300252" } ] }