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  "Title": "Exponential-Family Random Network Models",
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  "Date": "2026-06-23",
  "Authors@R": "c(person(given = \"Ian\",\nfamily = \"Fellows\",\nrole = c(\"aut\")),\nperson(given = \"Duncan\",\nfamily = \"Clark\",\nrole = c(\"aut\", \"cre\"),\nemail = \"dac6@williams.edu\"))",
  "Description": "Estimation of fully and partially observed\nExponential-Family Random Network Models (ERNM).\nExponential-family Random Graph Models (ERGM) and Gibbs Fields\nare special cases of ERNMs and can also be estimated with the\npackage. Please cite Fellows and Handcock (2012),\n\"Exponential-family Random Network Models\" available at\n<doi:10.48550/arXiv.1208.0121>.",
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  "Copyright": "2014-2025 Ian Fellows",
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    "_ernm_initToggles",
    "_rcpp_module_boot_ernm",
    "as.BinaryNet",
    "as.network.Rcpp_DirectedNet",
    "as.network.Rcpp_UndirectedNet",
    "calculateStatistics",
    "coef.ernm",
    "createCppModel",
    "createCppSampler",
    "DirectedMetropolisHastings",
    "DirectedModel",
    "DirectedNet",
    "DirectedTaperedModel",
    "ernm",
    "ernm_gof",
    "ernmFit",
    "ernmPackageSkeleton",
    "fullErnmLikelihood",
    "FullErnmModel",
    "initLatent",
    "logLik.ernm",
    "marErnmLikelihood",
    "mcmcEss",
    "mcmcse",
    "MissingErnmModel",
    "plot.ernm",
    "plot.Rcpp_DirectedNet",
    "plot.Rcpp_UndirectedNet",
    "print.ernm",
    "print.ErnmSummary",
    "register_rcpp_net_methods",
    "registerDirectedStatistic",
    "registerUndirectedStatistic",
    "runErnmCppTests",
    "simulateStatistics",
    "summary.ernm",
    "taperedErnmLikelihood",
    "UndirectedCdSampler",
    "UndirectedGibbsCdSampler",
    "UndirectedGibbsCdSampler2",
    "UndirectedMetropolisHastings",
    "UndirectedModel",
    "UndirectedNet",
    "UndirectedTaperedModel",
    "vcov.ernm"
  ],
  "_datasets": [
    {
      "name": "dutch_school",
      "title": "Dutch School Data",
      "object": "dutch_school",
      "class": [
        "list"
      ],
      "fields": [],
      "table": false,
      "tojson": false
    },
    {
      "name": "samplike",
      "title": "Sampson's Monks Data",
      "object": "samplike",
      "class": [
        "network"
      ],
      "fields": [],
      "table": false,
      "tojson": false
    }
  ],
  "_help": [
    {
      "page": "BinaryNet",
      "title": "Convert an Rcpp_UndirectedNet to a network object",
      "topics": [
        "as.BinaryNet",
        "as.network.Rcpp_DirectedNet",
        "as.network.Rcpp_UndirectedNet",
        "BinaryNet",
        "DirectedNet",
        "plot.Rcpp_DirectedNet",
        "plot.Rcpp_UndirectedNet",
        "Rcpp_DirectedNet-class",
        "Rcpp_UndirectedNet-class",
        "UndirectedNet"
      ]
    },
    {
      "page": "calculateStatistics",
      "title": "Calculate network statistics",
      "topics": [
        "calculateStatistics"
      ]
    },
    {
      "page": "coef.ernm",
      "title": "Access ERNM parameters",
      "topics": [
        "coef.ernm"
      ]
    },
    {
      "page": "createCppModel",
      "title": "Creates a C++ representation of an ERNM model",
      "topics": [
        "createCppModel"
      ]
    },
    {
      "page": "createCppSampler",
      "title": "Create a C++ MCMC sampler",
      "topics": [
        "createCppSampler"
      ]
    },
    {
      "page": "DirectedNet-class",
      "title": "DirectedNet class",
      "topics": [
        "DirectedNet-class"
      ]
    },
    {
      "page": "dutch_school",
      "title": "Dutch School Data",
      "topics": [
        "dutch_school"
      ]
    },
    {
      "page": "ernm",
      "title": "Fits an ERNM model",
      "topics": [
        "ernm"
      ]
    },
    {
      "page": "ernm_gof",
      "title": "Goodness of fit for ERNM model",
      "topics": [
        "ernm_gof"
      ]
    },
    {
      "page": "ernm-formula",
      "title": "ERNM formula",
      "topics": [
        "ernm-formula"
      ]
    },
    {
      "page": "ernm-terms",
      "title": "ERNM model terms",
      "topics": [
        "ernm-terms"
      ]
    },
    {
      "page": "ernmFit",
      "title": "Fit an ernm",
      "topics": [
        "ernmFit"
      ]
    },
    {
      "page": "ernmPackageSkeleton",
      "title": "Create an ERNM package skeleton",
      "topics": [
        "ernmPackageSkeleton"
      ]
    },
    {
      "page": "extract-methods",
      "title": "Subsetting and assignment for ernm network objects",
      "topics": [
        "extract-methods",
        "[,DirectedNet-method",
        "[,Rcpp_DirectedNet-method",
        "[,Rcpp_UndirectedNet-method",
        "[,UndirectedNet-method",
        "[<-,DirectedNet-method",
        "[<-,Rcpp_DirectedNet-method",
        "[<-,Rcpp_UndirectedNet-method",
        "[<-,UndirectedNet-method"
      ]
    },
    {
      "page": "fullErnmLikelihood",
      "title": "Likelihood for a fully observed ernm",
      "topics": [
        "fullErnmLikelihood"
      ]
    },
    {
      "page": "FullErnmModel",
      "title": "creates an ERNM likelihood model",
      "topics": [
        "FullErnmModel"
      ]
    },
    {
      "page": "logLik.ernm",
      "title": "MCMC approximate log-likelihood",
      "topics": [
        "logLik.ernm"
      ]
    },
    {
      "page": "marErnmLikelihood",
      "title": "Likelihood for an ernm with missing data",
      "topics": [
        "marErnmLikelihood"
      ]
    },
    {
      "page": "mcmcEss",
      "title": "MCMC effective sample size",
      "topics": [
        "mcmcEss"
      ]
    },
    {
      "page": "mcmcse",
      "title": "MCMC standard error by batch",
      "topics": [
        "mcmcse"
      ]
    },
    {
      "page": "MissingErnmModel",
      "title": "Creates an ERNM likelihood model with missing data",
      "topics": [
        "MissingErnmModel"
      ]
    },
    {
      "page": "plot.ernm",
      "title": "Plot an ernm object",
      "topics": [
        "plot.ernm"
      ]
    },
    {
      "page": "print.ernm",
      "title": "Print ernm object",
      "topics": [
        "print.ernm"
      ]
    },
    {
      "page": "print.ErnmSummary",
      "title": "Print a ERNM summary object",
      "topics": [
        "print.ErnmSummary"
      ]
    },
    {
      "page": "samplike",
      "title": "Sampson's Monks Data",
      "topics": [
        "samplike",
        "sampson"
      ]
    },
    {
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      "title": "Simulate statistics",
      "topics": [
        "simulateStatistics"
      ]
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    {
      "page": "summary.ernm",
      "title": "Summary for ernm object",
      "topics": [
        "summary.ernm"
      ]
    },
    {
      "page": "taperedErnmLikelihood",
      "title": "Ernm likelihood for a TaperedModel",
      "topics": [
        "taperedErnmLikelihood"
      ]
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      "title": "UndirectedNet class",
      "topics": [
        "UndirectedNet-class"
      ]
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    {
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      "title": "Parameter covariance matrix",
      "topics": [
        "vcov.ernm"
      ]
    }
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