{
  "_id": "6a182264acfb0bcc41db31cb",
  "Package": "spNNGP",
  "Title": "Spatial Regression Models for Large Datasets using Nearest\nNeighbor Gaussian Processes",
  "Version": "1.0.2",
  "Date": "2026-05-27",
  "Authors@R": "c(person(\"Andrew\", \"Finley\", role=c(\"aut\", \"cre\"), email=\"finleya@msu.edu\"), person(\"Abhirup\", \"Datta\", role=\"aut\", email=\"abhidatta@jhu.edu\"), person(\"Sudipto\", \"Banerjee\", role=\"aut\", email=\"sudipto@ucla.edu\"))",
  "Maintainer": "Andrew Finley <finleya@msu.edu>",
  "Author": "Andrew Finley [aut, cre], Abhirup Datta [aut], Sudipto Banerjee\n[aut]",
  "Description": "Fits univariate Bayesian spatial regression models for\nlarge datasets using Nearest Neighbor Gaussian Processes (NNGP)\ndetailed in Finley, Datta, Banerjee (2022)\n<doi:10.18637/jss.v103.i05>, Finley, Datta, Cook, Morton,\nAndersen, and Banerjee (2019)\n<doi:10.1080/10618600.2018.1537924>, and Datta, Banerjee,\nFinley, and Gelfand (2016) <doi:10.1080/01621459.2015.1044091>.",
  "License": "GPL (>= 2)",
  "Encoding": "UTF-8",
  "URL": "https://www.finley-lab.com/, https://github.com/finleya/spNNGP,\nhttps://finleya.github.io/spNNGP/",
  "BugReports": "https://github.com/finleya/spNNGP/issues",
  "NeedsCompilation": "yes",
  "Packaged": {
    "Date": "2026-05-28 11:06:16 UTC",
    "User": "root"
  },
  "Config/testthat/edition": "3",
  "Repository": "https://cran.r-universe.dev",
  "Date/Publication": "2026-05-28 08:56:38 UTC",
  "RemoteUrl": "https://github.com/cran/spNNGP",
  "RemoteRef": "HEAD",
  "RemoteSha": "978272d3c840c81e401272e40327f9e853df90ee",
  "MD5sum": "f627bf38f57db03daec6ffe010d9ec1e",
  "_user": "cran",
  "_type": "src",
  "_file": "spNNGP_1.0.2.tar.gz",
  "_fileid": "0d63acccadf5944cfe62b54754195d203385528c5567e80a2619371b7a0f5352",
  "_filesize": 3417255,
  "_sha256": "0d63acccadf5944cfe62b54754195d203385528c5567e80a2619371b7a0f5352",
  "_created": "2026-05-28T11:06:16.000Z",
  "_published": "2026-05-28T11:09:24.182Z",
  "_distro": "noble",
  "_jobs": [
    {
      "job": 78277654405,
      "time": 126,
      "config": "linux-devel-arm64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7264293618"
    },
    {
      "job": 78277654572,
      "time": 123,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7264292728"
    },
    {
      "job": 78277654450,
      "time": 137,
      "config": "linux-release-arm64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7264297009"
    },
    {
      "job": 78277654463,
      "time": 130,
      "config": "linux-release-x86_64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7264294725"
    },
    {
      "job": 78277119782,
      "time": 211,
      "config": "source",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7264253659"
    },
    {
      "job": 78277654377,
      "time": 106,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7264287645"
    }
  ],
  "_buildurl": "https://github.com/r-universe/cran/actions/runs/26570642398",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_upstream": "https://github.com/cran/spNNGP",
  "_commit": {
    "id": "978272d3c840c81e401272e40327f9e853df90ee",
    "author": "Andrew Finley <finleya@msu.edu>",
    "committer": "cran-robot <csardi.gabor+cran@gmail.com>",
    "message": "version 1.0.2\n",
    "time": 1779958598
  },
  "_maintainer": {
    "name": "Andrew Finley",
    "email": "finleya@msu.edu",
    "login": "finleya",
    "description": "",
    "uuid": 9747462
  },
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 3.5.0",
      "role": "Depends"
    },
    {
      "package": "coda",
      "role": "Depends"
    },
    {
      "package": "Formula",
      "role": "Depends"
    },
    {
      "package": "RANN",
      "role": "Depends"
    },
    {
      "package": "methods",
      "role": "Imports"
    },
    {
      "package": "testthat",
      "version": ">= 3.0.0",
      "role": "Suggests"
    }
  ],
  "_owner": "cran",
  "_selfowned": false,
  "_usedby": 1,
  "_updates": [
    {
      "week": "2026-22",
      "n": 1
    }
  ],
  "_tags": [
    {
      "name": "1.0.2",
      "date": "2026-05-28"
    }
  ],
  "_stars": 7,
  "_contributors": [
    {
      "user": "finleya",
      "count": 12,
      "uuid": 9747462
    }
  ],
  "_userbio": {
    "uuid": 6899542,
    "type": "organization",
    "name": "cran",
    "description": "Unofficial read-only mirror of all CRAN R packages"
  },
  "_downloads": {
    "count": 338,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/spNNGP"
  },
  "_mentions": 1,
  "_devurl": "https://github.com/finleya/spnngp",
  "_pkgdown": "https://finleya.github.io/spNNGP/",
  "_searchresults": 126,
  "_topics": [
    "openblas",
    "cpp",
    "openmp"
  ],
  "_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/spNNGP.html",
    "manual.pdf"
  ],
  "_homeurl": "https://github.com/finleya/spnngp",
  "_realowner": "finleya",
  "_cranurl": false,
  "_releases": [
    {
      "version": "0.1.0",
      "date": "2017-07-16"
    },
    {
      "version": "0.1.1",
      "date": "2017-07-21"
    },
    {
      "version": "0.1.2",
      "date": "2019-09-03"
    },
    {
      "version": "0.1.3",
      "date": "2020-01-30"
    },
    {
      "version": "0.1.4",
      "date": "2020-03-30"
    },
    {
      "version": "0.1.5",
      "date": "2021-02-17"
    },
    {
      "version": "0.1.6",
      "date": "2021-09-20"
    },
    {
      "version": "0.1.7",
      "date": "2022-03-17"
    },
    {
      "version": "0.1.8",
      "date": "2022-05-24"
    },
    {
      "version": "1.0.0",
      "date": "2022-06-27"
    },
    {
      "version": "1.0.1",
      "date": "2024-09-23"
    },
    {
      "version": "1.0.2",
      "date": "2026-05-28"
    }
  ],
  "_exports": [
    "PGLogit",
    "spConjNNGP",
    "spDiag",
    "spNNGP"
  ],
  "_datasets": [
    {
      "name": "BCEF",
      "title": "Forest Canopy Height from NASA Goddard's LiDAR Hyperspectral and Thermal (G-LiHT) over Bonanza Creek Experimental Forest",
      "object": "BCEF",
      "file": "BCEF.rda",
      "class": [
        "data.frame"
      ],
      "fields": [
        "x",
        "y",
        "FCH",
        "PTC",
        "holdout"
      ],
      "rows": 188717,
      "table": true,
      "tojson": true
    },
    {
      "name": "MI_TSCA",
      "title": "Occurrence of Tsuga canadensis (Eastern hemlock) in Michigan",
      "object": "MI_TSCA",
      "file": "MI_TSCA.rda",
      "class": [
        "data.frame"
      ],
      "fields": [
        "lat",
        "long",
        "TSCA",
        "MIN",
        "MAX",
        "SUP",
        "WIP",
        "AET",
        "DEF"
      ],
      "rows": 17743,
      "table": true,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "BCEF.rda",
      "title": "Forest Canopy Height from NASA Goddard's LiDAR Hyperspectral and Thermal (G-LiHT) over Bonanza Creek Experimental Forest",
      "topics": [
        "BCEF"
      ]
    },
    {
      "page": "MI_TSCA.rda",
      "title": "Occurrence of Tsuga canadensis (Eastern hemlock) in Michigan",
      "topics": [
        "MI_TSCA"
      ]
    },
    {
      "page": "PGLogit",
      "title": "Function for Fitting Logistic Models using Polya-Gamma Latent Variables",
      "topics": [
        "PGLogit"
      ]
    },
    {
      "page": "predict.NNGP",
      "title": "Function for prediction at new locations using 'NNGP' models.",
      "topics": [
        "predict.NNGP"
      ]
    },
    {
      "page": "print.spDiag",
      "title": "Methods for spDiag Object",
      "topics": [
        "print.spDiag"
      ]
    },
    {
      "page": "spConjNNGP",
      "title": "Function for Fitting Univariate Bayesian Conjugate Spatial Regression Models",
      "topics": [
        "spConjNNGP"
      ]
    },
    {
      "page": "spDiag",
      "title": "Model fit diagnostics",
      "topics": [
        "spDiag"
      ]
    },
    {
      "page": "spNNGP",
      "title": "Function for Fitting Univariate Bayesian Spatial Regression Models",
      "topics": [
        "spNNGP"
      ]
    },
    {
      "page": "summary.NNGP",
      "title": "Methods for NNGP and Derived Objects",
      "topics": [
        "fitted.NNGP",
        "print.NNGP",
        "print.predict.NNGP",
        "residuals.NNGP",
        "summary.NNGP"
      ]
    },
    {
      "page": "summary.PGLogit",
      "title": "Methods for PGLogit Object",
      "topics": [
        "fitted.PGLogit",
        "print.PGLogit",
        "residuals.PGLogit",
        "summary.PGLogit"
      ]
    }
  ],
  "_readme": "https://github.com/cran/spNNGP/raw/HEAD/README.md",
  "_rundeps": [
    "coda",
    "Formula",
    "lattice",
    "RANN"
  ],
  "_sysdeps": [
    {
      "shlib": "liblapack",
      "package": "libopenblas0-pthread",
      "source": "openblas",
      "version": "0.3.26+ds-1ubuntu0.1",
      "name": "openblas",
      "homepage": "https://www.openblas.net/",
      "description": "Optimized BLAS (linear algebra) library (shared lib, pthread)"
    },
    {
      "shlib": "libblas",
      "package": "libopenblas0-pthread",
      "source": "openblas",
      "version": "0.3.26+ds-1ubuntu0.1",
      "name": "openblas",
      "homepage": "https://www.openblas.net/",
      "description": "Optimized BLAS (linear algebra) library (shared lib, pthread)"
    },
    {
      "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"
    },
    {
      "shlib": "libgomp",
      "package": "libgomp1",
      "source": "gcc",
      "version": "14.2.0-4ubuntu2~24.04.1",
      "name": "openmp",
      "homepage": "http://gcc.gnu.org/",
      "description": "GCC OpenMP (GOMP) support library"
    }
  ],
  "_score": 4.121559844187502,
  "_indexed": false,
  "_nocasepkg": "spnngp",
  "_universes": [
    "cran"
  ],
  "_indexurl": "https://finleya.r-universe.dev/spNNGP",
  "_previous": "1.0.1",
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.0.2",
      "date": "2026-05-28T11:08:35.000Z",
      "distro": "noble",
      "arch": "aarch64",
      "commit": "978272d3c840c81e401272e40327f9e853df90ee",
      "fileid": "c956f96e678144967d470f79b2739ebd486275df5a2acd84b6ee44207ba895b4",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/26570642398"
    },
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.0.2",
      "date": "2026-05-28T11:08:29.000Z",
      "distro": "noble",
      "arch": "x86_64",
      "commit": "978272d3c840c81e401272e40327f9e853df90ee",
      "fileid": "757eed069579c5bd43ce07024ae088cb98a49ea680b27b65c2ed103dbed5f43c",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/26570642398"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "1.0.2",
      "date": "2026-05-28T11:08:46.000Z",
      "distro": "noble",
      "arch": "aarch64",
      "commit": "978272d3c840c81e401272e40327f9e853df90ee",
      "fileid": "1f83fb849b133c0b381e3b40b1d659d94d00e32996df158f4149ef8f9f49fff0",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/26570642398"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "1.0.2",
      "date": "2026-05-28T11:08:31.000Z",
      "distro": "noble",
      "arch": "x86_64",
      "commit": "978272d3c840c81e401272e40327f9e853df90ee",
      "fileid": "05309eaabfdd0f2987404556413da401d51e9b0909a5e9f56023f8b135e7453c",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/26570642398"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "1.0.2",
      "date": "2026-05-28T11:08:29.000Z",
      "arch": "emscripten",
      "commit": "978272d3c840c81e401272e40327f9e853df90ee",
      "fileid": "b71e5fd272617a025dba5edd45a8f2a53240969f3ba1f25d6c7a3bbfd2d51188",
      "status": "success",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/26570642398"
    }
  ]
}