{
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  "Package": "jomo",
  "Type": "Package",
  "Title": "Multilevel Joint Modelling Multiple Imputation",
  "Version": "2.7-4",
  "Date": "2022-15-09",
  "Author": "Matteo Quartagno, James Carpenter",
  "Maintainer": "Matteo Quartagno <m.quartagno@ucl.ac.uk>",
  "Description": "Similarly to Schafer's package 'pan', 'jomo' is a package\nfor multilevel joint modelling multiple imputation (Carpenter\nand Kenward, 2013) <doi:10.1002/9781119942283>. Novel aspects\nof 'jomo' are the possibility of handling binary and\ncategorical data through latent normal variables, the option to\nuse cluster-specific covariance matrices and to impute\ncompatibly with the substantive model.",
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  "Repository": "https://matteo21q.r-universe.dev",
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    "message": "FUlly observed data bug\n\nFixed a bug that was preventing the algorithm to run in presence of fully observed data.\n",
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    "jomo.clmm",
    "jomo.clmm.MCMCchain",
    "jomo.coxph",
    "jomo.coxph.MCMCchain",
    "jomo.glm",
    "jomo.glm.MCMCchain",
    "jomo.glmer",
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    "jomo.lm",
    "jomo.lm.MCMCchain",
    "jomo.lmer",
    "jomo.lmer.MCMCchain",
    "jomo.MCMCchain",
    "jomo.polr",
    "jomo.polr.MCMCchain",
    "jomo.smc",
    "jomo.smc.MCMCchain",
    "jomo1",
    "jomo1.MCMCchain",
    "jomo1cat",
    "jomo1cat.MCMCchain",
    "jomo1con",
    "jomo1con.MCMCchain",
    "jomo1mix",
    "jomo1mix.MCMCchain",
    "jomo1ran",
    "jomo1ran.MCMCchain",
    "jomo1rancat",
    "jomo1rancat.MCMCchain",
    "jomo1rancathr",
    "jomo1rancathr.MCMCchain",
    "jomo1rancon",
    "jomo1rancon.MCMCchain",
    "jomo1ranconhr",
    "jomo1ranconhr.MCMCchain",
    "jomo1ranmix",
    "jomo1ranmix.MCMCchain",
    "jomo1ranmixhr",
    "jomo1ranmixhr.MCMCchain",
    "jomo2",
    "jomo2.MCMCchain",
    "jomo2com",
    "jomo2com.MCMCchain",
    "jomo2hr",
    "jomo2hr.MCMCchain"
  ],
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      "title": "A simulated clustered dataset",
      "object": "cldata",
      "class": [
        "data.frame"
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      "fields": [
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        "age",
        "sex",
        "social",
        "city",
        "id"
      ],
      "rows": 1000,
      "table": true,
      "tojson": true
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      "class": [
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      "object": "JSPmiss",
      "class": [
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        "id"
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      "table": true,
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  "_help": [
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      "page": "cldata",
      "title": "A simulated clustered dataset",
      "topics": [
        "cldata"
      ]
    },
    {
      "page": "ExamScores",
      "title": "Exam results for six inner London Education Authorities",
      "topics": [
        "ExamScores"
      ]
    },
    {
      "page": "jomo",
      "title": "Joint Modelling Imputation",
      "topics": [
        "jomo"
      ]
    },
    {
      "page": "jomo.clmm",
      "title": "Joint Modelling Imputation Compatible with Cumulative Link Mixed Model",
      "topics": [
        "jomo.clmm"
      ]
    },
    {
      "page": "jomo.clmm.MCMCchain",
      "title": "clmm Compatible JM Imputation - A tool to check convergence of the MCMC",
      "topics": [
        "jomo.clmm.MCMCchain"
      ]
    },
    {
      "page": "jomo.coxph",
      "title": "Joint Modelling Imputation Compatible with Cox Proportional Hazards Model",
      "topics": [
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      ]
    },
    {
      "page": "jomo.coxph.MCMCchain",
      "title": "coxph Compatible JM Imputation - A tool to check convergence of the MCMC",
      "topics": [
        "jomo.coxph.MCMCchain"
      ]
    },
    {
      "page": "jomo.glm",
      "title": "Joint Modelling Imputation Compatible with glm Model",
      "topics": [
        "jomo.glm"
      ]
    },
    {
      "page": "jomo.glm.MCMCchain",
      "title": "glm Compatible JM Imputation - A tool to check convergence of the MCMC",
      "topics": [
        "jomo.glm.MCMCchain"
      ]
    },
    {
      "page": "jomo.glmer",
      "title": "Joint Modelling Imputation Compatible with Generalized Linear Mixed Model",
      "topics": [
        "jomo.glmer"
      ]
    },
    {
      "page": "jomo.glmer.MCMCchain",
      "title": "glmer Compatible JM Imputation - A tool to check convergence of the MCMC",
      "topics": [
        "jomo.glmer.MCMCchain"
      ]
    },
    {
      "page": "jomo.lm",
      "title": "Joint Modelling Imputation Compatible with Linear Regression Model",
      "topics": [
        "jomo.lm"
      ]
    },
    {
      "page": "jomo.lm.MCMCchain",
      "title": "lm Compatible JM Imputation - A tool to check convergence of the MCMC",
      "topics": [
        "jomo.lm.MCMCchain"
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    },
    {
      "page": "jomo.lmer",
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      "topics": [
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      "title": "JM Imputation - A tool to check convergence of the MCMC",
      "topics": [
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    {
      "page": "jomo.polr",
      "title": "Joint Modelling Imputation Compatible with Proportional Odds Ordinal Probit Regression",
      "topics": [
        "jomo.polr"
      ]
    },
    {
      "page": "jomo.polr.MCMCchain",
      "title": "polr Compatible JM Imputation - A tool to check convergence of the MCMC",
      "topics": [
        "jomo.polr.MCMCchain"
      ]
    },
    {
      "page": "jomo.smc",
      "title": "Joint Modelling Substantive Model Compatible Imputation",
      "topics": [
        "jomo.smc"
      ]
    },
    {
      "page": "jomo.smc.MCMCchain",
      "title": "Substantive Model Compatible JM Imputation - A tool to check convergence of the MCMC",
      "topics": [
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      ]
    },
    {
      "page": "jomo1",
      "title": "JM Imputation of single level data",
      "topics": [
        "jomo1"
      ]
    },
    {
      "page": "jomo1.MCMCchain",
      "title": "JM Imputation of single level data - A tool to check convergence of the MCMC",
      "topics": [
        "jomo1.MCMCchain"
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    },
    {
      "page": "jomo1cat",
      "title": "JM Imputation of single level data with categorical variables",
      "topics": [
        "jomo1cat"
      ]
    },
    {
      "page": "jomo1cat.MCMCchain",
      "title": "JM Imputation of single level data with categorical variables - A tool to check convergence of the MCMC",
      "topics": [
        "jomo1cat.MCMCchain"
      ]
    },
    {
      "page": "jomo1con",
      "title": "JM Imputation of single level data with continuous variables only",
      "topics": [
        "jomo1con"
      ]
    },
    {
      "page": "jomo1con.MCMCchain",
      "title": "JM Imputation of single level data with continuous variables only - A tool to check convergence of the MCMC",
      "topics": [
        "jomo1con.MCMCchain"
      ]
    },
    {
      "page": "jomo1mix",
      "title": "JM Imputation of single level data with mixed variable types",
      "topics": [
        "jomo1mix"
      ]
    },
    {
      "page": "jomo1mix.MCMCchain",
      "title": "JM Imputation of single level data with mixed variable types",
      "topics": [
        "jomo1mix.MCMCchain"
      ]
    },
    {
      "page": "jomo1ran",
      "title": "JM Imputation of clustered data",
      "topics": [
        "jomo1ran"
      ]
    },
    {
      "page": "jomo1ran.MCMCchain",
      "title": "JM Imputation of clustered data - A tool to check convergence of the MCMC",
      "topics": [
        "jomo1ran.MCMCchain"
      ]
    },
    {
      "page": "jomo1rancat",
      "title": "JM Imputation of clustered data with categorical variables",
      "topics": [
        "jomo1rancat"
      ]
    },
    {
      "page": "jomo1rancat.MCMCchain",
      "title": "JM Imputation of clustered data with categorical variables - A tool to check convergence of the MCMC",
      "topics": [
        "jomo1rancat.MCMCchain"
      ]
    },
    {
      "page": "jomo1rancathr",
      "title": "JM Imputation of clustered data with categorical variables with cluster-specific covariance matrices",
      "topics": [
        "jomo1rancathr"
      ]
    },
    {
      "page": "jomo1rancathr.MCMCchain",
      "title": "JM Imputation of clustered data with categorical variables with cluster-specific covariance matrices - A tool to check convergence of the MCMC",
      "topics": [
        "jomo1rancathr.MCMCchain"
      ]
    },
    {
      "page": "jomo1rancon",
      "title": "JM Imputation of clustered data with continuous variables only",
      "topics": [
        "jomo1rancon"
      ]
    },
    {
      "page": "jomo1rancon.MCMCchain",
      "title": "JM Imputation of clustered data with continuous variables only - A tool to check convergence of the MCMC",
      "topics": [
        "jomo1rancon.MCMCchain"
      ]
    },
    {
      "page": "jomo1ranconhr",
      "title": "JM Imputation of clustered data with continuous variables only with cluster-specific covariance matrices",
      "topics": [
        "jomo1ranconhr"
      ]
    },
    {
      "page": "jomo1ranconhr.MCMCchain",
      "title": "JM Imputation of clustered data with continuous variables only with cluster-specific covariance matrices - A tool to check convergence of the MCMC",
      "topics": [
        "jomo1ranconhr.MCMCchain"
      ]
    },
    {
      "page": "jomo1ranmix",
      "title": "JM Imputation of clustered data with mixed variable types",
      "topics": [
        "jomo1ranmix"
      ]
    },
    {
      "page": "jomo1ranmix.MCMCchain",
      "title": "JM Imputation of clustered data with mixed variable types - A tool to check convergence of the MCMC",
      "topics": [
        "jomo1ranmix.MCMCchain"
      ]
    },
    {
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