{
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  "Package": "INLAspacetime",
  "Type": "Package",
  "Title": "Spatial and Spatio-Temporal Models using 'INLA'",
  "Version": "0.1.14",
  "Authors@R": "c(\nperson(\"Elias\", \"Teixeira Krainski\", , \"elias.krainski@kaust.edu.sa\", role = c(\"cre\", \"aut\", \"cph\"),\ncomment = c(ORCID = \"0000-0002-7063-2615\")),\nperson(\"Finn\", \"Lindgren\", , \"finn.lindgren@gmail.com\", role = \"aut\",\ncomment = c(ORCID = \"0000-0002-5833-2011\")),\nperson(\"Haavard\", \"Rue’\", role = \"aut\",\ncomment = c(ORCID = \"0000-0002-0222-1881\"))\n)",
  "Description": "Prepare objects to implement models over spatial and\nspacetime domains with the 'INLA' package\n(<https://www.r-inla.org>). These objects contain data to for\nthe 'cgeneric' interface in 'INLA', enabling fast parallel\ncomputations. We implemented the spatial barrier model, see\nBakka et. al. (2019) <doi:10.1016/j.spasta.2019.01.002>, and\nsome of the spatio-temporal models proposed in Lindgren et. al.\n(2024) <https://raco.cat/index.php/SORT/article/view/428665>.\nDetails are provided in the available vignettes and from the\nURL bellow.",
  "URL": "https://github.com/eliaskrainski/INLAspacetime",
  "BugReports": "https://github.com/eliaskrainski/INLAspacetime/issues",
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  "Author": "Elias Teixeira Krainski [cre, aut, cph] (ORCID:\n<https://orcid.org/0000-0002-7063-2615>), Finn Lindgren [aut]\n(ORCID: <https://orcid.org/0000-0002-5833-2011>), Haavard Rue’\n[aut] (ORCID: <https://orcid.org/0000-0002-0222-1881>)",
  "Maintainer": "Elias Teixeira Krainski <elias.krainski@kaust.edu.sa>",
  "Repository": "https://cran.r-universe.dev",
  "Date/Publication": "2026-05-06 09:38:14 UTC",
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    "ar2precision",
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    "cgeneric_sspde",
    "downloadUtilFiles",
    "Earth_poly",
    "gammas2params",
    "ghcndSelect",
    "INLAspacetime",
    "Jmatrices",
    "mesh.dual",
    "mesh2d",
    "mesh2fem",
    "mesh2fem.barrier",
    "mesh2projector",
    "params2gammas",
    "spde2precision",
    "stats.inla",
    "stlines",
    "stModel.define",
    "stModel.matrices",
    "stModel.precision",
    "stpoints",
    "world_grid",
    "worldMap"
  ],
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    {
      "page": "ar2cov",
      "title": "Illustrative code to compute the covariance of the second order autoregression (AR2) model.",
      "topics": [
        "ar2cov"
      ]
    },
    {
      "page": "ar2precision",
      "title": "Precision matrix for a stationary AR2 model.",
      "topics": [
        "ar2precision"
      ]
    },
    {
      "page": "barrierModel.define",
      "title": "Define a spacetime model object for the 'f()' call.",
      "topics": [
        "barrierModel.define"
      ]
    },
    {
      "page": "bru_get_mapper.stModel_cgeneric",
      "title": "Mapper object for automatic inlabru interface",
      "topics": [
        "bru_get_mapper",
        "bru_get_mapper.stModel_cgeneric"
      ]
    },
    {
      "page": "cgeneric_sspde",
      "title": "Define the stationary SPDE cgeneric model for INLA.",
      "topics": [
        "cgeneric_sspde"
      ]
    },
    {
      "page": "downloadUtilFiles",
      "title": "Download files from the NOAA's GHCN daily data",
      "topics": [
        "donwloadUtilFiles",
        "downloadUtilFiles"
      ]
    },
    {
      "page": "Earth_poly",
      "title": "Function to define the boundary Earch polygon in longlat projection for a given resolution.",
      "topics": [
        "Earth_poly"
      ]
    },
    {
      "page": "ghcndSelect",
      "title": "Select data from the daily dataset",
      "topics": [
        "ghcndSelect"
      ]
    },
    {
      "page": "polyUtils",
      "title": "Internal util functions for polygon properties.",
      "topics": [
        "Area",
        "flatArea",
        "Heron",
        "s2trArea",
        "Stiffness"
      ]
    },
    {
      "page": "INLAspacetime",
      "title": "Spatial and Spatio-Temporal Models using INLA",
      "topics": [
        "INLAspacetime"
      ]
    },
    {
      "page": "Jmatrices",
      "title": "The 2nd order temporal matrices with boundary correction",
      "topics": [
        "Jmatrices"
      ]
    },
    {
      "page": "mesh.dual",
      "title": "Extracts the dual of a mesh object.",
      "topics": [
        "mesh.dual"
      ]
    },
    {
      "page": "mesh2d",
      "title": "Illustrative code for building a mesh in 2d domain.",
      "topics": [
        "mesh2d"
      ]
    },
    {
      "page": "mesh2fem",
      "title": "Illustrative code for Finite Element matrices of a mesh in 2d domain.",
      "topics": [
        "mesh2fem",
        "mesh2fem.barrier"
      ]
    },
    {
      "page": "mesh2projector",
      "title": "Illustrative code to build the projector matrix for SPDE models.",
      "topics": [
        "mesh2projector"
      ]
    },
    {
      "page": "outDetect",
      "title": "Detect outliers in a time series considering the raw data and a smoothed version of it.",
      "topics": [
        "outDetect"
      ]
    },
    {
      "page": "paramsUtils",
      "title": "User/internal parameters mapping functions",
      "topics": [
        "gammas2params",
        "lgsConstant",
        "params2gammas",
        "paramsUtils"
      ]
    },
    {
      "page": "spde2precision",
      "title": "Illustrative code to build the precision matrix for SPDE kind models.",
      "topics": [
        "spde2precision"
      ]
    },
    {
      "page": "stats.inla",
      "title": "To retrieve goodness of fit statistics for a specific model class.",
      "topics": [
        "stats.inla"
      ]
    },
    {
      "page": "stdSubs",
      "title": "To check unusual low/high variance segments",
      "topics": [
        "stdSubs"
      ]
    },
    {
      "page": "Plot",
      "title": "To visualize time series over space.",
      "topics": [
        "stlines",
        "stpoints"
      ]
    },
    {
      "page": "stModel.define",
      "title": "Define a spacetime model object for the 'f()' call.",
      "topics": [
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      ]
    },
    {
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      "title": "Define the spacetime model matrices.",
      "topics": [
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      "topics": [
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      ]
    },
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      "title": "Define a regular grid in 'Mollweide' projection, with units in kilometers.",
      "topics": [
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      ]
    },
    {
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      "author": "Elias T Krainski",
      "engine": "knitr::rmarkdown",
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        "Implementation",
        "References"
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      "created": "2023-04-19 08:50:02",
      "modified": "2024-10-16 22:20:10",
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