{
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  "Package": "georob",
  "Version": "0.3-23",
  "Date": "2025-01-28",
  "Type": "Package",
  "Title": "Robust Geostatistical Analysis of Spatial Data",
  "Authors@R": "c(person(\"Andreas\", \"Papritz\", role = c(\"aut\", \"cre\"), email =  \"papritz@retired.ethz.ch\" ))",
  "Description": "Provides functions for efficiently fitting linear models\nwith spatially correlated errors by robust (Kuensch et al.\n(2011) <doi:10.3929/ethz-a-009900710>) and Gaussian (Harville\n(1977) <doi:10.1080/01621459.1977.10480998>) (Restricted)\nMaximum Likelihood and for computing robust and customary point\nand block external-drift Kriging predictions (Cressie (1993)\n<doi:10.1002/9781119115151>), along with utility functions for\nvariogram modelling in ad hoc geostatistical analyses, model\nbuilding, model evaluation by cross-validation, (conditional)\nsimulation of Gaussian processes (Davies and Bryant (2013)\n<doi:10.18637/jss.v055.i09>), unbiased back-transformation of\nKriging predictions of log-transformed data (Cressie (2006)\n<doi:10.1007/s11004-005-9022-8>).",
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  "Author": "Andreas Papritz [aut, cre]",
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  "Repository": "https://cran.r-universe.dev",
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    "control.georob",
    "control.nleqslv",
    "control.nlminb",
    "control.optim",
    "control.pcmp",
    "control.predict.georob",
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    "cv",
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    "default.fit.aniso",
    "default.fit.param",
    "dfwd.transf",
    "expand",
    "fit.variogram.model",
    "fixed.effects",
    "fixef",
    "fwd.transf",
    "gencorr",
    "georob",
    "K",
    "lgnpp",
    "lmrob.control",
    "param.bounds",
    "param.names",
    "param.transf",
    "pmm",
    "profilelogLik",
    "random.effects",
    "ranef",
    "sample.variogram",
    "step",
    "validate.predictions",
    "waldtest"
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      "object": "elevation",
      "file": "elevation.rda",
      "class": [
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      ],
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        "y",
        "height"
      ],
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      "table": true,
      "tojson": true
    },
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      "title": "Wolfcamp Aquifer Data",
      "object": "wolfcamp",
      "file": "wolfcamp.rda",
      "class": [
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      ],
      "fields": [
        "x",
        "y",
        "pressure"
      ],
      "rows": 85,
      "table": true,
      "tojson": true
    }
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      "page": "georobPackage",
      "title": "The georob Package",
      "topics": [
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        "georobIntro",
        "georobPackage"
      ]
    },
    {
      "page": "compress",
      "title": "Compact Storage of Symmetric and Triangular Matrices",
      "topics": [
        "compress",
        "expand"
      ]
    },
    {
      "page": "control.georob",
      "title": "Control Parameters for georob",
      "topics": [
        "bwd.transf",
        "control.georob",
        "control.nleqslv",
        "control.nlminb",
        "control.optim",
        "control.rq",
        "dfwd.transf",
        "fwd.transf",
        "param.transf"
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    },
    {
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      "title": "Generic Cross-validation",
      "topics": [
        "cv"
      ]
    },
    {
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      "title": "Cross-Validating a Spatial Linear Model Fitted by 'georob'",
      "topics": [
        "cv.georob"
      ]
    },
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      "title": "Setting Default Values of Variogram Parameters",
      "topics": [
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        "default.fit.aniso",
        "default.fit.param"
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    },
    {
      "page": "elevation",
      "title": "Elevation Data",
      "topics": [
        "elevation"
      ]
    },
    {
      "page": "fit.variogram.model",
      "title": "Fitting Model Functions to Sample Variograms",
      "topics": [
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        "fit.variogram.model",
        "lines.fitted.variogram",
        "print.fitted.variogram",
        "print.summary.fitted.variogram",
        "summary.fitted.variogram"
      ]
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    {
      "page": "gencorr",
      "title": "Variogram Models",
      "topics": [
        "gencorr"
      ]
    },
    {
      "page": "georob",
      "title": "Robust Fitting of Spatial Linear Models",
      "topics": [
        "georob"
      ]
    },
    {
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      "title": "S3 Methods for Stepwise Building Fixed-Effects Models for Class 'georob'",
      "topics": [
        "add1.georob",
        "deviance.georob",
        "drop1.georob",
        "extractAIC.georob",
        "georobModelBuilding",
        "logLik.georob",
        "step",
        "step.default",
        "step.georob",
        "waldtest",
        "waldtest.georob"
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      "title": "Fitted georob Object",
      "topics": [
        "georobObject"
      ]
    },
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      "page": "georobS3methods",
      "title": "Common S3 Methods for Class 'georob'",
      "topics": [
        "coef.georob",
        "fixed.effects",
        "fixed.effects.georob",
        "fixef",
        "fixef.georob",
        "georobMethods",
        "georobS3methods",
        "model.frame.georob",
        "model.matrix.georob",
        "nobs.georob",
        "print.coef.georob",
        "print.georob",
        "print.summary.georob",
        "random.effects",
        "random.effects.georob",
        "ranef",
        "ranef.georob",
        "resid.georob",
        "residuals.georob",
        "rstandard.georob",
        "summary.georob",
        "vcov.georob"
      ]
    },
    {
      "page": "georobSimulation",
      "title": "Simulating Realizations of Gaussian Processes",
      "topics": [
        "condsim",
        "control.condsim",
        "georobSimulation"
      ]
    },
    {
      "page": "lgnpp",
      "title": "Unbiased Back-Transformations for Log-normal Kriging",
      "topics": [
        "lgnpp"
      ]
    },
    {
      "page": "param.names",
      "title": "Names and Permissible Ranges of Variogram Parameters",
      "topics": [
        "param.bounds",
        "param.names"
      ]
    },
    {
      "page": "plot.georob",
      "title": "Plot Methods for Class 'georob'",
      "topics": [
        "lines.georob",
        "plot.georob"
      ]
    },
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      "page": "pmm",
      "title": "Parallelized Matrix Multiplication",
      "topics": [
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        "pmm"
      ]
    },
    {
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      "title": "Predict Method for Robustly Fitted Spatial Linear Models",
      "topics": [
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        "predict.georob"
      ]
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        "print.summary.sample.variogram",
        "sample.variogram",
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        "print.cv.georob",
        "print.summary.cv.georob",
        "summary.cv.georob",
        "validate.predictions"
      ]
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      "title": "Wolfcamp Aquifer Data",
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