{
  "_id": "6a19ecfc1d7bb097a09c7991",
  "Package": "spCF",
  "Type": "Package",
  "Title": "Coarse-to-Fine Spatial Modeling",
  "Version": "0.1.1",
  "Authors@R": "c(\nperson(\"Daisuke\",  \"Murakami\",   email = \"dmuraka@ism.ac.jp\",\nrole = c(\"aut\", \"cre\")) ,\nperson(\"Alexis\",   \"Comber\",     role = \"aut\"),\nperson(\"Takahiro\", \"Yoshida\",    role = \"aut\"),\nperson(\"Narumasa\", \"Tsutsumida\", role = \"aut\"),\nperson(\"Chris\",    \"Brunsdon\",   role = \"aut\"),\nperson(\"Tomoki\",   \"Nakaya\",     role = \"aut\"))",
  "Description": "Provides functions for coarse-to-fine spatial modeling\n(CFSM), enabling fast spatial prediction, regression, and\nuncertainty quantification. This method is suitable for\nmoderate to large samples. For further details, see Murakami et\nal. (2026) <doi:10.1111/gean.70034>.",
  "License": "GPL (>=2)",
  "Encoding": "UTF-8",
  "RoxygenNote": "7.3.3",
  "VignetteBuilder": "knitr",
  "Config/pak/sysreqs": "cmake",
  "Repository": "https://dmuraka.r-universe.dev",
  "Date/Publication": "2026-05-06 13:24:29 UTC",
  "RemoteUrl": "https://github.com/dmuraka/spcf",
  "RemoteRef": "HEAD",
  "RemoteSha": "4125c1b7d7596efef838c26d7cc0e55b0e5c7aee",
  "NeedsCompilation": "yes",
  "Packaged": {
    "Date": "2026-05-29 19:36:13 UTC",
    "User": "root"
  },
  "Author": "Daisuke Murakami [aut, cre],\nAlexis Comber [aut],\nTakahiro Yoshida [aut],\nNarumasa Tsutsumida [aut],\nChris Brunsdon [aut],\nTomoki Nakaya [aut]",
  "Maintainer": "Daisuke Murakami <dmuraka@ism.ac.jp>",
  "MD5sum": "8454ae565890ef65551c3d6b94901985",
  "_user": "dmuraka",
  "_type": "src",
  "_file": "spCF_0.1.1.tar.gz",
  "_fileid": "a9ef57025fae0114fc4bccdce4baa7156240f5fea87aac524065091458b3b62b",
  "_filesize": 863503,
  "_sha256": "a9ef57025fae0114fc4bccdce4baa7156240f5fea87aac524065091458b3b62b",
  "_created": "2026-05-29T19:36:13.000Z",
  "_published": "2026-05-29T19:46:04.510Z",
  "_distro": "noble",
  "_jobs": [
    {
      "job": 78573586768,
      "time": 152,
      "config": "linux-devel-arm64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7299490719"
    },
    {
      "job": 78573586869,
      "time": 155,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7299491738"
    },
    {
      "job": 78573586759,
      "time": 310,
      "config": "linux-release-arm64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7299541057"
    },
    {
      "job": 78573586788,
      "time": 157,
      "config": "linux-release-x86_64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7299492359"
    },
    {
      "job": 78573586777,
      "time": 123,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7299546429"
    },
    {
      "job": 78573586808,
      "time": 299,
      "config": "macos-oldrel-x86_64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7299612423"
    },
    {
      "job": 78573586798,
      "time": 148,
      "config": "macos-release-arm64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7299580016"
    },
    {
      "job": 78573586756,
      "time": 217,
      "config": "macos-release-x86_64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7299583711"
    },
    {
      "job": 78572966555,
      "time": 233,
      "config": "source",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7299440772"
    },
    {
      "job": 78573586699,
      "time": 119,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7299479932"
    },
    {
      "job": 78573586719,
      "time": 169,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7299496640"
    },
    {
      "job": 78573586741,
      "time": 112,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7299477469"
    },
    {
      "job": 78573586771,
      "time": 125,
      "config": "windows-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7299481808"
    }
  ],
  "_buildurl": "https://github.com/r-universe/dmuraka/actions/runs/26657962146",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_upstream": "https://github.com/dmuraka/spcf",
  "_commit": {
    "id": "4125c1b7d7596efef838c26d7cc0e55b0e5c7aee",
    "author": "Daisuke Murakami <dmuraka@DaisukenoMacBook-Pro.local>",
    "committer": "Daisuke Murakami <dmuraka@DaisukenoMacBook-Pro.local>",
    "message": "Add Python port and reorganize R package layout\n",
    "time": 1778073869
  },
  "_maintainer": {
    "name": "Daisuke Murakami",
    "email": "dmuraka@ism.ac.jp",
    "login": "dmuraka",
    "description": "",
    "uuid": 45805390
  },
  "_registered": true,
  "_dependencies": [
    {
      "package": "Rcpp",
      "role": "LinkingTo"
    },
    {
      "package": "FNN",
      "role": "Imports"
    },
    {
      "package": "fields",
      "role": "Imports"
    },
    {
      "package": "nloptr",
      "role": "Imports"
    },
    {
      "package": "dbscan",
      "role": "Imports"
    },
    {
      "package": "ranger",
      "role": "Imports"
    },
    {
      "package": "withr",
      "role": "Imports"
    },
    {
      "package": "Rcpp",
      "role": "Imports"
    },
    {
      "package": "sp",
      "role": "Suggests"
    },
    {
      "package": "sf",
      "role": "Suggests"
    },
    {
      "package": "knitr",
      "role": "Suggests"
    },
    {
      "package": "rmarkdown",
      "role": "Suggests"
    },
    {
      "package": "CARBayesdata",
      "role": "Suggests"
    }
  ],
  "_owner": "dmuraka",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [
    {
      "week": "2025-40",
      "n": 8
    },
    {
      "week": "2025-51",
      "n": 5
    },
    {
      "week": "2026-19",
      "n": 1
    }
  ],
  "_tags": [],
  "_stars": 0,
  "_contributors": [
    {
      "user": "dmuraka",
      "count": 13,
      "uuid": 45805390
    }
  ],
  "_userbio": {
    "uuid": 45805390,
    "type": "user",
    "name": "dmuraka"
  },
  "_downloads": {
    "count": 429,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/spCF"
  },
  "_devurl": "https://github.com/dmuraka/spcf",
  "_searchresults": 0,
  "_topics": [
    "cpp"
  ],
  "_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/spCF.html",
    "manual.pdf"
  ],
  "_homeurl": "https://github.com/dmuraka/spcf",
  "_realowner": "dmuraka",
  "_cranurl": true,
  "_releases": [
    {
      "version": "0.1.0",
      "date": "2026-01-19"
    },
    {
      "version": "0.1.1",
      "date": "2026-05-01"
    }
  ],
  "_exports": [
    "cf_glm",
    "cf_glm_hv",
    "cf_lm",
    "cf_lm_hv",
    "sp_scalewise"
  ],
  "_help": [
    {
      "page": "cf_glm",
      "title": "Coarse-to-fine spatial generalized linear mixed models (CF-GLMMs)",
      "topics": [
        "cf_glm"
      ]
    },
    {
      "page": "cf_glm_hv",
      "title": "Holdout validation for coarse-to-fine training of spatial generalized linear mixed models (GLMMs)",
      "topics": [
        "cf_glm_hv"
      ]
    },
    {
      "page": "cf_lm",
      "title": "Coarse-to-fine spatial modeling (CFSM) for Gaussian response",
      "topics": [
        "cf_lm"
      ]
    },
    {
      "page": "cf_lm_hv",
      "title": "Holdout validation for the Gaussian coarse-to-fine spatial modeling (CFSM)",
      "topics": [
        "cf_lm_hv"
      ]
    },
    {
      "page": "sp_scalewise",
      "title": "Extract scale-wise spatial processes",
      "topics": [
        "sp_scalewise"
      ]
    }
  ],
  "_readme": "https://github.com/dmuraka/spcf/raw/HEAD/README.md",
  "_rundeps": [
    "dbscan",
    "dotCall64",
    "fields",
    "FNN",
    "generics",
    "lattice",
    "maps",
    "Matrix",
    "nloptr",
    "ranger",
    "RColorBrewer",
    "Rcpp",
    "RcppEigen",
    "spam",
    "viridisLite",
    "withr"
  ],
  "_sysdeps": [
    {
      "shlib": "libstdc++",
      "package": "libstdc++6",
      "source": "gcc",
      "version": "14.2.0-4ubuntu2~24.04.1",
      "name": "c++",
      "homepage": "http://gcc.gnu.org/",
      "description": "GNU Standard C++ Library v3"
    }
  ],
  "_vignettes": [
    {
      "source": "spCF_glm.Rmd",
      "filename": "spCF_glm.html",
      "title": "Coarse-to-fine spatial GLMM: Application examples",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Example 1: Count data modeling for disease mapping",
        "Data and setup",
        "Coarse-to-fine spatial GLMM (CF-GLM)",
        "Disease mapping",
        "Predictive values",
        "Multiscale spatial pattern/feature extraction",
        "Example 2: Binary data modeling and prediction",
        "Mapping",
        "Reference"
      ],
      "created": "2026-05-06 13:24:29",
      "modified": "2026-05-06 13:24:29",
      "commits": 1
    },
    {
      "source": "spCF_intro.Rmd",
      "filename": "spCF_intro.html",
      "title": "Coarse-to-fine spatial modeling (CFSM) using the spCF package",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Data and setup",
        "Coarse-to-fine spatial modeling",
        "Mapping",
        "Predictive values",
        "Multiscale spatial pattern/feature extraction",
        "Reference"
      ],
      "created": "2026-05-06 13:24:29",
      "modified": "2026-05-06 13:24:29",
      "commits": 1
    }
  ],
  "_score": 4.477121254719663,
  "_indexed": true,
  "_nocasepkg": "spcf",
  "_universes": [
    "dmuraka"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.1.1",
      "date": "2026-05-29T19:38:35.000Z",
      "distro": "noble",
      "arch": "aarch64",
      "commit": "4125c1b7d7596efef838c26d7cc0e55b0e5c7aee",
      "fileid": "4b666af69f75a492ea11e20d5dbd65d77f4e572aa8ead6ddc6516d23463e2575",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/dmuraka/actions/runs/26657962146"
    },
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.1.1",
      "date": "2026-05-29T19:38:31.000Z",
      "distro": "noble",
      "arch": "x86_64",
      "commit": "4125c1b7d7596efef838c26d7cc0e55b0e5c7aee",
      "fileid": "cf8010ea3c954db5430635ce96c48375f7e251977984143bb0ba766713b1dc3b",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/dmuraka/actions/runs/26657962146"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "0.1.1",
      "date": "2026-05-29T19:41:12.000Z",
      "distro": "noble",
      "arch": "aarch64",
      "commit": "4125c1b7d7596efef838c26d7cc0e55b0e5c7aee",
      "fileid": "e30db6419fe45ca9911af77e32b7589b8f826575cfac5fd6ff05ea0183ea9769",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/dmuraka/actions/runs/26657962146"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "0.1.1",
      "date": "2026-05-29T19:38:34.000Z",
      "distro": "noble",
      "arch": "x86_64",
      "commit": "4125c1b7d7596efef838c26d7cc0e55b0e5c7aee",
      "fileid": "cef594ce08bd5adc1eef3f797fc7301c729e7f29bc2dd282519cdcf6dd1f4b8c",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/dmuraka/actions/runs/26657962146"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.1.1",
      "date": "2026-05-29T19:41:38.000Z",
      "arch": "aarch64",
      "commit": "4125c1b7d7596efef838c26d7cc0e55b0e5c7aee",
      "fileid": "5649cf0ed9eff181713c0f5b0807f657ca0e2656481d5a69b25d5726c1d9cf3b",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/dmuraka/actions/runs/26657962146"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.1.1",
      "date": "2026-05-29T19:43:55.000Z",
      "arch": "x86_64",
      "commit": "4125c1b7d7596efef838c26d7cc0e55b0e5c7aee",
      "fileid": "fc64261b1e6b8ec2a6041a0a2c582f0919c90fa6d928ff5f73feac8f6f7e49bc",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/dmuraka/actions/runs/26657962146"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "0.1.1",
      "date": "2026-05-29T19:43:23.000Z",
      "arch": "aarch64",
      "commit": "4125c1b7d7596efef838c26d7cc0e55b0e5c7aee",
      "fileid": "efaf59e98c3521499fb00b90c71b72d866179339a63f3beecce76121efb7a259",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/dmuraka/actions/runs/26657962146"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "0.1.1",
      "date": "2026-05-29T19:43:05.000Z",
      "arch": "x86_64",
      "commit": "4125c1b7d7596efef838c26d7cc0e55b0e5c7aee",
      "fileid": "d307ba1d7241e94036cf238a8a763ee2e1e6d8536d8612a9c6b1b856b9ee30c3",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/dmuraka/actions/runs/26657962146"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "0.1.1",
      "date": "2026-05-29T19:38:33.000Z",
      "arch": "emscripten",
      "commit": "4125c1b7d7596efef838c26d7cc0e55b0e5c7aee",
      "fileid": "5521b1cc460db1e282d71b510d6a7bf8964bbaccc4d5ed3de2a913a088c81ff9",
      "status": "success",
      "buildurl": "https://github.com/r-universe/dmuraka/actions/runs/26657962146"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "0.1.1",
      "date": "2026-05-29T19:37:48.000Z",
      "arch": "x86_64",
      "commit": "4125c1b7d7596efef838c26d7cc0e55b0e5c7aee",
      "fileid": "a535f06ab304ec528406fef9cf940c85035a0970f9afc8deaab3bcd856591f05",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/dmuraka/actions/runs/26657962146"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "0.1.1",
      "date": "2026-05-29T19:37:33.000Z",
      "arch": "x86_64",
      "commit": "4125c1b7d7596efef838c26d7cc0e55b0e5c7aee",
      "fileid": "adbe38f1b7cb53077bed4059de2019578637e03f5f708eb3a2c15e7bc4ff344c",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/dmuraka/actions/runs/26657962146"
    },
    {
      "r": "4.6.0",
      "os": "win",
      "version": "0.1.1",
      "date": "2026-05-29T19:37:37.000Z",
      "arch": "x86_64",
      "commit": "4125c1b7d7596efef838c26d7cc0e55b0e5c7aee",
      "fileid": "81ff40a40a00bf41ad62de12462febec5f85e41b1592658256757599fb622769",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/dmuraka/actions/runs/26657962146"
    }
  ]
}