{
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  "Title": "Single-Species, Multi-Species, and Integrated Spatial Occupancy\nModels",
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  "Authors@R": "c(person(\"Jeffrey\", \"Doser\", role=c(\"aut\", \"cre\"), email=\"jwdoser@ncsu.edu\"), person(\"Andrew\", \"Finley\", role = c(\"aut\")), person(\"Marc\", \"Kery\", role = c('ctb')))",
  "Author": "Jeffrey Doser [aut, cre], Andrew Finley [aut], Marc Kery [ctb]",
  "Maintainer": "Jeffrey Doser <jwdoser@ncsu.edu>",
  "Description": "Fits single-species, multi-species, and integrated\nnon-spatial and spatial occupancy models using Markov Chain\nMonte Carlo (MCMC). Models are fit using Polya-Gamma data\naugmentation detailed in Polson, Scott, and Windle (2013)\n<doi:10.1080/01621459.2013.829001>. Spatial models are fit\nusing either Gaussian processes or Nearest Neighbor Gaussian\nProcesses (NNGP) for large spatial datasets. Details on NNGP\nmodels are given in Datta, Banerjee, Finley, and Gelfand (2016)\n<doi:10.1080/01621459.2015.1044091> and Finley, Datta, and\nBanerjee (2022) <doi:10.18637/jss.v103.i05>. Provides\nfunctionality for data integration of multiple single-species\noccupancy data sets using a joint likelihood framework. Details\non data integration are given in Miller, Pacifici, Sanderlin,\nand Reich (2019) <doi:10.1111/2041-210X.13110>. Details on\nsingle-species and multi-species models are found in MacKenzie,\nNichols, Lachman, Droege, Royle, and Langtimm (2002)\n<doi:10.1890/0012-9658(2002)083[2248:ESORWD]2.0.CO;2> and\nDorazio and Royle <doi:10.1198/016214505000000015>,\nrespectively.",
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    "intMsPGOcc",
    "intPGOcc",
    "lfJSDM",
    "lfMsPGOcc",
    "msPGOcc",
    "PGOcc",
    "postHocLM",
    "ppcOcc",
    "sfJSDM",
    "sfMsPGOcc",
    "simBinom",
    "simFPOcc",
    "simIntMsOcc",
    "simIntOcc",
    "simMsOcc",
    "simOcc",
    "simTBinom",
    "simTIntOcc",
    "simTMsOcc",
    "simTOcc",
    "spIntPGOcc",
    "spMsPGOcc",
    "spPGOcc",
    "stIntPGOcc",
    "stMsPGOcc",
    "stPGOcc",
    "svcMsPGOcc",
    "svcPGBinom",
    "svcPGOcc",
    "svcTIntPGOcc",
    "svcTMsPGOcc",
    "svcTPGBinom",
    "svcTPGOcc",
    "tIntPGOcc",
    "tMsPGOcc",
    "tPGOcc",
    "updateMCMC",
    "waicOcc"
  ],
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      "title": "Detection-nondetection data of 12 foliage gleaning bird species in 2015 in the Hubbard Brook Experimental Forest",
      "object": "hbef2015",
      "class": [
        "list"
      ],
      "fields": [],
      "table": false,
      "tojson": true
    },
    {
      "name": "hbefElev",
      "title": "Elevation in meters extracted at a 30m resolution across the Hubbard Brook Experimental Forest",
      "object": "hbefElev",
      "class": [
        "data.frame"
      ],
      "fields": [
        "val",
        "Easting",
        "Northing"
      ],
      "rows": 46090,
      "table": true,
      "tojson": true
    },
    {
      "name": "hbefTrends",
      "title": "Detection-nondetection data of 12 foliage gleaning bird species from 2010-2018 in the Hubbard Brook Experimental Forest",
      "object": "hbefTrends",
      "class": [
        "list"
      ],
      "fields": [],
      "table": false,
      "tojson": true
    },
    {
      "name": "neon2015",
      "title": "Detection-nondetection data of 12 foliage gleaning bird species in 2015 in Bartlett Experimental Forest in New Hampshire, USA",
      "object": "neon2015",
      "class": [
        "list"
      ],
      "fields": [],
      "table": false,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "spOccupancy-package",
      "title": "Single-Species, Multi-Species, and Integrated Spatial Occupancy Models",
      "topics": [
        "spOccupancy-package",
        "spOccupancy"
      ]
    },
    {
      "page": "fitted.intPGOcc",
      "title": "Extract Model Fitted Values for intPGOcc Object",
      "topics": [
        "fitted.intPGOcc"
      ]
    },
    {
      "page": "fitted.lfJSDM",
      "title": "Extract Model Fitted Values for lfJSDM Object",
      "topics": [
        "fitted.lfJSDM"
      ]
    },
    {
      "page": "fitted.lfMsPGOcc",
      "title": "Extract Model Fitted Values for lfMsPGOcc Object",
      "topics": [
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      ]
    },
    {
      "page": "fitted.msPGOcc",
      "title": "Extract Model Fitted Values for msPGOcc Object",
      "topics": [
        "fitted.msPGOcc"
      ]
    },
    {
      "page": "fitted.PGOcc",
      "title": "Extract Model Fitted Values for PGOcc Object",
      "topics": [
        "fitted.PGOcc"
      ]
    },
    {
      "page": "fitted.sfJSDM",
      "title": "Extract Model Fitted Values for sfJSDM Object",
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    },
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      "page": "fitted.sfMsPGOcc",
      "title": "Extract Model Fitted Values for sfMsPGOcc Object",
      "topics": [
        "fitted.sfMsPGOcc"
      ]
    },
    {
      "page": "fitted.spIntPGOcc",
      "title": "Extract Model Fitted Values for spIntPGOcc Object",
      "topics": [
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      ]
    },
    {
      "page": "fitted.spMsPGOcc",
      "title": "Extract Model Fitted Values for spMsPGOcc Object",
      "topics": [
        "fitted.spMsPGOcc"
      ]
    },
    {
      "page": "fitted.spPGOcc",
      "title": "Extract Model Fitted Values for spPGOcc Object",
      "topics": [
        "fitted.spPGOcc"
      ]
    },
    {
      "page": "fitted.stIntPGOcc",
      "title": "Extract Model Fitted Values for stIntPGOcc Object",
      "topics": [
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      ]
    },
    {
      "page": "fitted.stMsPGOcc",
      "title": "Extract Model Fitted Values for stMsPGOcc Object",
      "topics": [
        "fitted.stMsPGOcc"
      ]
    },
    {
      "page": "fitted.stPGOcc",
      "title": "Extract Model Fitted Values for stPGOcc Object",
      "topics": [
        "fitted.stPGOcc"
      ]
    },
    {
      "page": "fitted.svcMsPGOcc",
      "title": "Extract Model Fitted Values for svcMsPGOcc Object",
      "topics": [
        "fitted.svcMsPGOcc"
      ]
    },
    {
      "page": "fitted.svcPGBinom",
      "title": "Extract Model Fitted Values for svcPGBinom Object",
      "topics": [
        "fitted.svcPGBinom"
      ]
    },
    {
      "page": "fitted.svcPGOcc",
      "title": "Extract Model Fitted Values for svcPGOcc Object",
      "topics": [
        "fitted.svcPGOcc"
      ]
    },
    {
      "page": "fitted.svcTIntPGOcc",
      "title": "Extract Model Fitted Values for svcTIntPGOcc Object",
      "topics": [
        "fitted.svcTIntPGOcc"
      ]
    },
    {
      "page": "fitted.svcTMsPGOcc",
      "title": "Extract Model Fitted Values for svcTMsPGOcc Object",
      "topics": [
        "fitted.svcTMsPGOcc"
      ]
    },
    {
      "page": "fitted.svcTPGBinom",
      "title": "Extract Model Fitted Values for svcTPGBinom Object",
      "topics": [
        "fitted.svcTPGBinom"
      ]
    },
    {
      "page": "fitted.svcTPGOcc",
      "title": "Extract Model Fitted Values for svcTPGOcc Object",
      "topics": [
        "fitted.svcTPGOcc"
      ]
    },
    {
      "page": "fitted.tIntPGOcc",
      "title": "Extract Model Fitted Values for tIntPGOcc Object",
      "topics": [
        "fitted.tIntPGOcc"
      ]
    },
    {
      "page": "fitted.tMsPGOcc",
      "title": "Extract Model Fitted Values for tMsPGOcc Object",
      "topics": [
        "fitted.tMsPGOcc"
      ]
    },
    {
      "page": "fitted.tPGOcc",
      "title": "Extract Model Fitted Values for tPGOcc Object",
      "topics": [
        "fitted.tPGOcc"
      ]
    },
    {
      "page": "getSVCSamples",
      "title": "Extract spatially-varying coefficient MCMC samples",
      "topics": [
        "getSVCSamples"
      ]
    },
    {
      "page": "hbef2015.rda",
      "title": "Detection-nondetection data of 12 foliage gleaning bird species in 2015 in the Hubbard Brook Experimental Forest",
      "topics": [
        "hbef2015"
      ]
    },
    {
      "page": "hbefElev.rda",
      "title": "Elevation in meters extracted at a 30m resolution across the Hubbard Brook Experimental Forest",
      "topics": [
        "hbefElev"
      ]
    },
    {
      "page": "hbefTrends.rda",
      "title": "Detection-nondetection data of 12 foliage gleaning bird species from 2010-2018 in the Hubbard Brook Experimental Forest",
      "topics": [
        "hbefTrends"
      ]
    },
    {
      "page": "intMsPGOcc",
      "title": "Function for Fitting Integrated Multi-Species Occupancy Models Using Polya-Gamma Latent Variables",
      "topics": [
        "intMsPGOcc"
      ]
    },
    {
      "page": "intPGOcc",
      "title": "Function for Fitting Single-Species Integrated Occupancy Models Using Polya-Gamma Latent Variables",
      "topics": [
        "intPGOcc"
      ]
    },
    {
      "page": "lfJSDM",
      "title": "Function for Fitting a Latent Factor Joint Species Distribution Model",
      "topics": [
        "lfJSDM"
      ]
    },
    {
      "page": "lfMsPGOcc",
      "title": "Function for Fitting Latent Factor Multi-Species Occupancy Models",
      "topics": [
        "lfMsPGOcc"
      ]
    },
    {
      "page": "msPGOcc",
      "title": "Function for Fitting Multi-Species Occupancy Models Using Polya-Gamma Latent Variables",
      "topics": [
        "msPGOcc"
      ]
    },
    {
      "page": "neon2015.rda",
      "title": "Detection-nondetection data of 12 foliage gleaning bird species in 2015 in Bartlett Experimental Forest in New Hampshire, USA",
      "topics": [
        "neon2015"
      ]
    },
    {
      "page": "PGOcc",
      "title": "Function for Fitting Single-Species Occupancy Models Using Polya-Gamma Latent Variables",
      "topics": [
        "PGOcc"
      ]
    },
    {
      "page": "postHocLM",
      "title": "Function for Fitting Linear Mixed Models with Previous Model Estimates",
      "topics": [
        "postHocLM"
      ]
    },
    {
      "page": "ppcOcc",
      "title": "Function for performing posterior predictive checks",
      "topics": [
        "ppcOcc"
      ]
    },
    {
      "page": "predict.intMsPGOcc",
      "title": "Function for prediction at new locations for integrated multi-species occupancy models",
      "topics": [
        "predict.intMsPGOcc"
      ]
    },
    {
      "page": "predict.intPGOcc",
      "title": "Function for prediction at new locations for single-species integrated occupancy models",
      "topics": [
        "predict.intPGOcc"
      ]
    },
    {
      "page": "predict.lfJSDM",
      "title": "Function for prediction at new locations for latent factor joint species distribution models",
      "topics": [
        "predict.lfJSDM"
      ]
    },
    {
      "page": "predict.lfMsPGOcc",
      "title": "Function for prediction at new locations for latent factor multi-species occupancy models",
      "topics": [
        "predict.lfMsPGOcc"
      ]
    },
    {
      "page": "predict.msPGOcc",
      "title": "Function for prediction at new locations for multi-species occupancy models",
      "topics": [
        "predict.msPGOcc"
      ]
    },
    {
      "page": "predict.PGOcc",
      "title": "Function for prediction at new locations for single-species occupancy models",
      "topics": [
        "predict.PGOcc"
      ]
    },
    {
      "page": "predict.sfJSDM",
      "title": "Function for prediction at new locations for spatial factor joint species distribution model",
      "topics": [
        "predict.sfJSDM"
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      "title": "Function for prediction at new locations for spatial factor multi-species occupancy models",
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      "title": "Function for prediction at new locations for single-species spatial occupancy models",
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      "title": "Function for prediction at new locations for multi-season single-species spatial integrated occupancy models",
      "topics": [
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      "page": "predict.stMsPGOcc",
      "title": "Function for prediction at new locations for multi-season multi-species spatial occupancy models",
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    {
      "page": "predict.stPGOcc",
      "title": "Function for prediction at new locations for multi-season single-species spatial occupancy models",
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      ]
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      "page": "predict.svcMsPGOcc",
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      "topics": [
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      "topics": [
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      ]
    },
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      "page": "predict.svcTIntPGOcc",
      "title": "Function for prediction at new locations for multi-season single-species spatially-varying coefficient integrated occupancy models",
      "topics": [
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      ]
    },
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      "page": "predict.svcTMsPGOcc",
      "title": "Function for prediction at new locations for multi-season multi-species spatially-varying coefficient occupancy models",
      "topics": [
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      ]
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      "page": "predict.svcTPGBinom",
      "title": "Function for prediction at new locations for multi-season single-species spatially-varying coefficient binomial models",
      "topics": [
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      "page": "predict.svcTPGOcc",
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      "title": "Function for prediction at new locations for multi-season single-species integrated occupancy models",
      "topics": [
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      ]
    },
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      "page": "predict.tMsPGOcc",
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      "page": "predict.tPGOcc",
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    },
    {
      "page": "residuals.PGOcc",
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      "topics": [
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    },
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      "page": "residuals.spPGOcc",
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      "page": "sfJSDM",
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      "page": "simFPOcc",
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    },
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    },
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      "page": "simTBinom",
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      "page": "stPGOcc",
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