{
  "_id": "6a3bceb45cdecea1d6835711",
  "Package": "spTimer",
  "Type": "Package",
  "Title": "Spatio-Temporal Bayesian Modelling",
  "Version": "3.3.4",
  "Date": "2026-03-27",
  "Authors@R": "c(person(given = \"K. Shuvo\",\nfamily = \"Bakar\",\nrole = c(\"aut\", \"cre\"),\nemail = \"shuvo.bakar@gmail.com\",\ncomment = c(ORCID = \"0000-0003-3215-4496\")),\nperson(given = \"Sujit K.\",\nfamily = \"Sahu\",\nrole = \"ctb\",\ncomment = c(ORCID = \"0000-0003-2315-3598\"))\n)",
  "Description": "Fits, spatially predicts and temporally forecasts large\namounts of space-time data using [1] Bayesian Gaussian Process\n(GP) Models, [2] Bayesian Auto-Regressive (AR) Models, and [3]\nBayesian Gaussian Predictive Processes (GPP) based AR Models\nfor spatio-temporal big-n problems. Bakar and Sahu (2015)\n<doi:10.18637/jss.v063.i15>.",
  "License": "GPL (>= 2)",
  "LazyData": "yes",
  "NeedsCompilation": "yes",
  "Author": "K. Shuvo Bakar [aut, cre] (ORCID:\n<https://orcid.org/0000-0003-3215-4496>), Sujit K. Sahu [ctb]\n(ORCID: <https://orcid.org/0000-0003-2315-3598>)",
  "Maintainer": "K. Shuvo Bakar <shuvo.bakar@gmail.com>",
  "Packaged": {
    "Date": "2026-06-24 12:28:17 UTC",
    "User": "root"
  },
  "Repository": "https://ksbakar.r-universe.dev",
  "Date/Publication": "2026-03-28 07:58:22 UTC",
  "RemoteUrl": "https://github.com/cran/spTimer",
  "RemoteRef": "HEAD",
  "RemoteSha": "da8dccd5fcf63f89feb79990aca8c2b6169eceaa",
  "MD5sum": "959a2531cdab552f6c2ee6c47cacb6d9",
  "_user": "ksbakar",
  "_type": "src",
  "_file": "spTimer_3.3.4.tar.gz",
  "_fileid": "8e743ca9c229c248243a9d73c9508b596ee2027f49e83066a43c0e1121e73568",
  "_filesize": 572696,
  "_sha256": "8e743ca9c229c248243a9d73c9508b596ee2027f49e83066a43c0e1121e73568",
  "_created": "2026-06-24T12:28:17.000Z",
  "_published": "2026-06-24T12:33:56.332Z",
  "_distro": "resolute",
  "_jobs": [
    {
      "job": 83193873262,
      "time": 138,
      "config": "linux-devel-arm64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7849504443"
    },
    {
      "job": 83193873277,
      "time": 136,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7849501136"
    },
    {
      "job": 83193873299,
      "time": 136,
      "config": "linux-release-arm64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7849502738"
    },
    {
      "job": 83193873451,
      "time": 171,
      "config": "linux-release-x86_64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7849515657"
    },
    {
      "job": 83193873311,
      "time": 177,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7849503632"
    },
    {
      "job": 83193873302,
      "time": 246,
      "config": "macos-oldrel-x86_64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7849541272"
    },
    {
      "job": 83193873234,
      "time": 171,
      "config": "macos-release-arm64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7849501143"
    },
    {
      "job": 83193873314,
      "time": 296,
      "config": "macos-release-x86_64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7849552901"
    },
    {
      "job": 83193381242,
      "time": 155,
      "config": "source",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7849448455"
    },
    {
      "job": 83193873286,
      "time": 125,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7849497884"
    },
    {
      "job": 83193873255,
      "time": 150,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7849507616"
    },
    {
      "job": 83193873235,
      "time": 168,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7849514112"
    },
    {
      "job": 83193873293,
      "time": 112,
      "config": "windows-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7849492244"
    }
  ],
  "_buildurl": "https://github.com/r-universe/ksbakar/actions/runs/28098315738",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_upstream": "https://github.com/cran/spTimer",
  "_commit": {
    "id": "da8dccd5fcf63f89feb79990aca8c2b6169eceaa",
    "author": "K. Shuvo Bakar <shuvo.bakar@gmail.com>",
    "committer": "cran-robot <csardi.gabor+cran@gmail.com>",
    "message": "version 3.3.4\n",
    "time": 1774684702
  },
  "_maintainer": {
    "name": "K. Shuvo Bakar",
    "email": "shuvo.bakar@gmail.com",
    "login": "ksbakar",
    "description": "",
    "uuid": 23349311,
    "orcid": "0000-0003-3215-4496"
  },
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 4.5",
      "role": "Depends"
    },
    {
      "package": "coda",
      "role": "Imports"
    },
    {
      "package": "sp",
      "role": "Imports"
    },
    {
      "package": "spacetime",
      "role": "Imports"
    },
    {
      "package": "extraDistr",
      "role": "Imports"
    },
    {
      "package": "grDevices",
      "role": "Imports"
    },
    {
      "package": "graphics",
      "role": "Imports"
    },
    {
      "package": "stats",
      "role": "Imports"
    },
    {
      "package": "utils",
      "role": "Imports"
    }
  ],
  "_owner": "cran",
  "_selfowned": true,
  "_usedby": 2,
  "_updates": [
    {
      "week": "2026-13",
      "n": 1
    }
  ],
  "_tags": [
    {
      "name": "3.3.4",
      "date": "2026-03-28"
    }
  ],
  "_stars": 2,
  "_contributors": [
    {
      "user": "ksbakar",
      "count": 13,
      "uuid": 23349311
    }
  ],
  "_userbio": {
    "uuid": 23349311,
    "type": "user",
    "name": "Shuvo Bakar",
    "followers": 1
  },
  "_downloads": {
    "count": 812,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/spTimer"
  },
  "_mentions": 1,
  "_searchresults": 98,
  "_rbuild": "4.6.0",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/spTimer.html",
    "manual.pdf"
  ],
  "_realowner": "ksbakar",
  "_cranurl": false,
  "_releases": [
    {
      "version": "0.01",
      "date": "2012-06-14"
    },
    {
      "version": "0.02",
      "date": "2012-07-05"
    },
    {
      "version": "0.03",
      "date": "2012-12-12"
    },
    {
      "version": "0.04",
      "date": "2012-12-27"
    },
    {
      "version": "0.05",
      "date": "2013-01-22"
    },
    {
      "version": "0.6",
      "date": "2013-03-01"
    },
    {
      "version": "0.7",
      "date": "2013-05-23"
    },
    {
      "version": "0.8",
      "date": "2013-07-04"
    },
    {
      "version": "0.9",
      "date": "2013-12-05"
    },
    {
      "version": "0.9-1",
      "date": "2014-01-29"
    },
    {
      "version": "1.0-1",
      "date": "2014-03-03"
    },
    {
      "version": "1.0-2",
      "date": "2014-06-23"
    },
    {
      "version": "1.0-3",
      "date": "2014-10-02"
    },
    {
      "version": "2.0-0",
      "date": "2015-01-19"
    },
    {
      "version": "2.0-1",
      "date": "2015-08-18"
    },
    {
      "version": "3.0-0",
      "date": "2017-10-15"
    },
    {
      "version": "3.0-1",
      "date": "2017-10-19"
    },
    {
      "version": "3.1",
      "date": "2018-06-29"
    },
    {
      "version": "3.2",
      "date": "2018-10-25"
    },
    {
      "version": "3.3",
      "date": "2018-11-10"
    },
    {
      "version": "3.3.1",
      "date": "2020-06-02"
    },
    {
      "version": "3.3.2",
      "date": "2022-10-26"
    },
    {
      "version": "3.3.3",
      "date": "2024-09-08"
    },
    {
      "version": "3.3.4",
      "date": "2026-03-28"
    }
  ],
  "_exports": [
    "as.mcmc.spT",
    "coef.spT",
    "confint.spT",
    "fitted.spT",
    "Formula.coords",
    "Formula.matrix",
    "formula.spT",
    "Gamm",
    "Norm",
    "plot.spT",
    "predict.spT",
    "print.spT",
    "residuals.spT",
    "spT.decay",
    "spT.geo_dist",
    "spT.geo.dist",
    "spT.geodist",
    "spT.Gibbs",
    "spT.grid.coords",
    "spT.initials",
    "spT.pCOVER",
    "spT.priors",
    "spT.segment.plot",
    "spT.subset",
    "spT.time",
    "spT.validation",
    "spT.validation2",
    "summary.spT",
    "Unif"
  ],
  "_datasets": [
    {
      "name": "NYdata",
      "title": "Observations of ozone concentration levels, maximum temperature and wind speed.",
      "object": "NYdata",
      "class": [
        "data.frame"
      ],
      "fields": [
        "s.index",
        "Longitude",
        "Latitude",
        "Year",
        "Month",
        "Day",
        "o8hrmax",
        "cMAXTMP",
        "WDSP",
        "RH"
      ],
      "rows": 1736,
      "table": true,
      "tojson": true
    },
    {
      "name": "NYgrid",
      "title": "Observations of ozone concentration levels, maximum temperature and wind speed.",
      "object": "NYgrid",
      "class": [
        "data.frame"
      ],
      "fields": [
        "s.index",
        "Year",
        "Month",
        "Day",
        "cMAXTMP",
        "WDSP",
        "RH",
        "Longitude",
        "Latitude"
      ],
      "rows": 6200,
      "table": true,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "spTimer-package",
      "title": "Spatio-Temporal Bayesian Modelling using R",
      "topics": [
        "spTimer-package",
        "spTimer"
      ]
    },
    {
      "page": "confint.spT",
      "title": "Credible intervals for model parameters.",
      "topics": [
        "confint.spT"
      ]
    },
    {
      "page": "fitted.spT",
      "title": "Extract model fitted values.",
      "topics": [
        "fitted.spT"
      ]
    },
    {
      "page": "NYdata",
      "title": "Observations of ozone concentration levels, maximum temperature and wind speed.",
      "topics": [
        "NYdata",
        "NYgrid"
      ]
    },
    {
      "page": "plot.spT",
      "title": "Plots for spTimer output.",
      "topics": [
        "plot.spT"
      ]
    },
    {
      "page": "predict.spT",
      "title": "Spatial and temporal predictions for the spatio-temporal models.",
      "topics": [
        "predict.spT"
      ]
    },
    {
      "page": "spT.decay",
      "title": "Choice for sampling spatial decay parameter phi.",
      "topics": [
        "spT.decay"
      ]
    },
    {
      "page": "spT.geodist",
      "title": "Geodetic/geodesic Distance",
      "topics": [
        "spT.geo.dist",
        "spT.geodist",
        "spT.geo_dist"
      ]
    },
    {
      "page": "spT.Gibbs",
      "title": "MCMC sampling for the spatio-temporal models.",
      "topics": [
        "spT.Gibbs"
      ]
    },
    {
      "page": "spT.grid.coords",
      "title": "Grid Coordinates",
      "topics": [
        "spT.grid.coords"
      ]
    },
    {
      "page": "spT.initials",
      "title": "Initial values for the spatio-temporal models.",
      "topics": [
        "spT.initials"
      ]
    },
    {
      "page": "spT.pCOVER",
      "title": "Nominal Coverage",
      "topics": [
        "spT.pCOVER"
      ]
    },
    {
      "page": "spT.priors",
      "title": "Priors for the spatio-temporal models.",
      "topics": [
        "spT.priors"
      ]
    },
    {
      "page": "spT.segment.plot",
      "title": "Utility plot for prediction/forecast",
      "topics": [
        "spT.segment.plot"
      ]
    },
    {
      "page": "spT.subset",
      "title": "Select a subset of Spatial data.",
      "topics": [
        "spT.subset"
      ]
    },
    {
      "page": "spT.time",
      "title": "Timer series information.",
      "topics": [
        "spT.time"
      ]
    },
    {
      "page": "spT.validation",
      "title": "Validation Commands",
      "topics": [
        "spT.validation"
      ]
    },
    {
      "page": "spT.validation2",
      "title": "Validation Commands",
      "topics": [
        "spT.validation2"
      ]
    },
    {
      "page": "summary.spT",
      "title": "Summary statistics of the parameters.",
      "topics": [
        "summary.spT"
      ]
    }
  ],
  "_rundeps": [
    "coda",
    "extraDistr",
    "intervals",
    "lattice",
    "Rcpp",
    "RcppArmadillo",
    "sp",
    "spacetime",
    "xts",
    "zoo"
  ],
  "_score": 3.07040732174012,
  "_indexed": true,
  "_nocasepkg": "sptimer",
  "_universes": [
    "ksbakar"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "3.3.4",
      "date": "2026-06-24T12:30:35.000Z",
      "distro": "resolute",
      "arch": "aarch64",
      "commit": "da8dccd5fcf63f89feb79990aca8c2b6169eceaa",
      "fileid": "70251466f277be2d3aa036e14c441b6d788e313d39ccd51774016c818b7407e9",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/ksbakar/actions/runs/28098315738"
    },
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "3.3.4",
      "date": "2026-06-24T12:30:16.000Z",
      "distro": "resolute",
      "arch": "x86_64",
      "commit": "da8dccd5fcf63f89feb79990aca8c2b6169eceaa",
      "fileid": "c085fb234255dd18db1f6a08bea79c541d7216a0f84beedcd7a0d76a471b75aa",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/ksbakar/actions/runs/28098315738"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "3.3.4",
      "date": "2026-06-24T12:30:32.000Z",
      "distro": "resolute",
      "arch": "aarch64",
      "commit": "da8dccd5fcf63f89feb79990aca8c2b6169eceaa",
      "fileid": "4a95c3d7c06f17c8377b1fd64d876674be57123f7fd3507363b17efe387e8507",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/ksbakar/actions/runs/28098315738"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "3.3.4",
      "date": "2026-06-24T12:30:54.000Z",
      "distro": "resolute",
      "arch": "x86_64",
      "commit": "da8dccd5fcf63f89feb79990aca8c2b6169eceaa",
      "fileid": "5e7ed9b193ca58604616d22467b9fddfa31d900a1277475f944de09999584cd7",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/ksbakar/actions/runs/28098315738"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "3.3.4",
      "date": "2026-06-24T12:30:33.000Z",
      "arch": "aarch64",
      "commit": "da8dccd5fcf63f89feb79990aca8c2b6169eceaa",
      "fileid": "e28f234a1a806145261e46ec2d337c276d1cedda8e5dee82861fe8954c0f8897",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/ksbakar/actions/runs/28098315738"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "3.3.4",
      "date": "2026-06-24T12:31:44.000Z",
      "arch": "x86_64",
      "commit": "da8dccd5fcf63f89feb79990aca8c2b6169eceaa",
      "fileid": "87a91f3d536805959723c56fead81ced01460657ba00d57bf31493758e7b7f1d",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/ksbakar/actions/runs/28098315738"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "3.3.4",
      "date": "2026-06-24T12:30:26.000Z",
      "arch": "aarch64",
      "commit": "da8dccd5fcf63f89feb79990aca8c2b6169eceaa",
      "fileid": "5295fbfea9413ef7bd26eac72f463af8899c0b9cd253049aa5165999f2e70476",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/ksbakar/actions/runs/28098315738"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "3.3.4",
      "date": "2026-06-24T12:31:35.000Z",
      "arch": "x86_64",
      "commit": "da8dccd5fcf63f89feb79990aca8c2b6169eceaa",
      "fileid": "2687ce83026d0a7681e442aa8b52a41c985e3dbe80314eedae09f993a36c3dcd",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/ksbakar/actions/runs/28098315738"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "3.3.4",
      "date": "2026-06-24T12:30:45.000Z",
      "arch": "emscripten",
      "commit": "da8dccd5fcf63f89feb79990aca8c2b6169eceaa",
      "fileid": "3e28a2837bfa6fff178a30d741a7873464452e79ac11e450b29bae484c7ca865",
      "status": "success",
      "buildurl": "https://github.com/r-universe/ksbakar/actions/runs/28098315738"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "3.3.4",
      "date": "2026-06-24T12:30:17.000Z",
      "arch": "x86_64",
      "commit": "da8dccd5fcf63f89feb79990aca8c2b6169eceaa",
      "fileid": "4eb4e2daf5118cb3ddcade5d6df1ffd60c617894d869985175a945af1696cff6",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/ksbakar/actions/runs/28098315738"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "3.3.4",
      "date": "2026-06-24T12:30:25.000Z",
      "arch": "x86_64",
      "commit": "da8dccd5fcf63f89feb79990aca8c2b6169eceaa",
      "fileid": "a1f1350f0a7c2d38473c81c824a777367a3fdd8b5e3c19126a8beb71633bf2f0",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/ksbakar/actions/runs/28098315738"
    },
    {
      "r": "4.6.0",
      "os": "win",
      "version": "3.3.4",
      "date": "2026-06-24T12:29:31.000Z",
      "arch": "x86_64",
      "commit": "da8dccd5fcf63f89feb79990aca8c2b6169eceaa",
      "fileid": "2b1c27e7c2000a1cd213fd215e3e267d07b1a38192ff42d9aa67fa76e5d203ee",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/ksbakar/actions/runs/28098315738"
    }
  ]
}