{
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  "Date": "2026-03-13",
  "Title": "Bayesian Model Averaging",
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  "Description": "Package for Bayesian model averaging and variable\nselection for linear models, generalized linear models and\nsurvival models (cox regression).",
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  "URL": "https://github.com/hanase/BMA",
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    "bic.glm",
    "bic.glm.data.frame",
    "bic.glm.formula",
    "bic.glm.matrix",
    "bic.surv",
    "bic.surv.data.frame",
    "bic.surv.formula",
    "bic.surv.matrix",
    "bicreg",
    "For.MC3.REG",
    "glib",
    "glib.bic.glm",
    "glib.data.frame",
    "glib.matrix",
    "iBMA.bicreg",
    "iBMA.bicreg.data.frame",
    "iBMA.bicreg.iBMA.intermediate.bicreg",
    "iBMA.bicreg.matrix",
    "iBMA.glm",
    "iBMA.glm.data.frame",
    "iBMA.glm.iBMA.intermediate.glm",
    "iBMA.glm.matrix",
    "iBMA.surv",
    "iBMA.surv.data.frame",
    "iBMA.surv.iBMA.intermediate.surv",
    "iBMA.surv.matrix",
    "imageplot.bma",
    "MC3.REG",
    "MC3.REG.choose",
    "MC3.REG.logpost",
    "orderplot",
    "orderplot.iBMA.bicreg",
    "orderplot.iBMA.glm",
    "orderplot.iBMA.intermediate.bicreg",
    "orderplot.iBMA.intermediate.glm",
    "orderplot.iBMA.intermediate.surv",
    "orderplot.iBMA.surv",
    "out.ltsreg",
    "print.iBMA.bicreg",
    "print.iBMA.glm",
    "print.iBMA.intermediate.bicreg",
    "print.iBMA.intermediate.glm",
    "print.iBMA.intermediate.surv",
    "print.iBMA.surv",
    "summary.iBMA.bicreg",
    "summary.iBMA.glm",
    "summary.iBMA.intermediate.bicreg",
    "summary.iBMA.intermediate.glm",
    "summary.iBMA.intermediate.surv",
    "summary.iBMA.surv"
  ],
  "_datasets": [
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      "name": "race",
      "title": "Scottish Hill Racing data",
      "object": "race",
      "file": "race.RData",
      "class": [
        "matrix",
        "array"
      ],
      "fields": [
        "Distance",
        "Climb",
        "Time"
      ],
      "rows": 35,
      "table": true,
      "tojson": true
    },
    {
      "name": "vaso",
      "title": "Vaso data",
      "object": "vaso",
      "file": "vaso.txt.gz",
      "class": [
        "data.frame"
      ],
      "fields": [
        "volume",
        "rate",
        "y"
      ],
      "rows": 39,
      "table": true,
      "tojson": true
    }
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  "_help": [
    {
      "page": "bic.glm",
      "title": "Bayesian Model Averaging for generalized linear models.",
      "topics": [
        "bic.glm",
        "bic.glm.data.frame",
        "bic.glm.formula",
        "bic.glm.matrix"
      ]
    },
    {
      "page": "bic.surv",
      "title": "Bayesian Model Averaging for Survival models.",
      "topics": [
        "bic.surv",
        "bic.surv.data.frame",
        "bic.surv.formula",
        "bic.surv.matrix"
      ]
    },
    {
      "page": "bicreg",
      "title": "Bayesian Model Averaging for linear regression models.",
      "topics": [
        "bicreg"
      ]
    },
    {
      "page": "For.MC3.REG",
      "title": "Helper function for MC3.REG",
      "topics": [
        "For.MC3.REG"
      ]
    },
    {
      "page": "glib",
      "title": "Model uncertainty in generalized linear models using Bayes factors",
      "topics": [
        "as.bic.glm",
        "as.bic.glm.glib",
        "glib",
        "glib.bic.glm",
        "glib.data.frame",
        "glib.matrix"
      ]
    },
    {
      "page": "iBMA",
      "title": "Iterated Bayesian Model Averaging variable selection for generalized linear models, linear models or survival models.",
      "topics": [
        "iBMA",
        "iBMA.bicreg",
        "iBMA.bicreg.data.frame",
        "iBMA.bicreg.iBMA.intermediate.bicreg",
        "iBMA.bicreg.matrix",
        "iBMA.glm",
        "iBMA.glm.data.frame",
        "iBMA.glm.iBMA.intermediate.glm",
        "iBMA.glm.matrix",
        "iBMA.surv",
        "iBMA.surv.data.frame",
        "iBMA.surv.iBMA.intermediate.surv",
        "iBMA.surv.matrix"
      ]
    },
    {
      "page": "imageplot",
      "title": "Images of models used in Bayesian model averaging",
      "topics": [
        "imageplot.bma"
      ]
    },
    {
      "page": "MC3.REG",
      "title": "Bayesian simultaneous variable selection and outlier identification",
      "topics": [
        "as.data.frame.mc3",
        "MC3.REG",
        "[.mc3"
      ]
    },
    {
      "page": "MC3.REG.choose",
      "title": "Helper function to MC3.REG",
      "topics": [
        "MC3.REG.choose"
      ]
    },
    {
      "page": "MC3.REG.logpost",
      "title": "Helper function to MC3.REG",
      "topics": [
        "MC3.REG.logpost"
      ]
    },
    {
      "page": "orderplot.iBMA",
      "title": "Orderplot of iBMA objects",
      "topics": [
        "orderplot",
        "orderplot.iBMA.bicreg",
        "orderplot.iBMA.glm",
        "orderplot.iBMA.intermediate.bicreg",
        "orderplot.iBMA.intermediate.glm",
        "orderplot.iBMA.intermediate.surv",
        "orderplot.iBMA.surv"
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      "topics": [
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      ]
    },
    {
      "page": "plot.bic",
      "title": "Plots the posterior distributions of coefficients derived from Bayesian model averaging",
      "topics": [
        "plot",
        "plot.bic.glm",
        "plot.bic.surv",
        "plot.bicreg"
      ]
    },
    {
      "page": "predict.bic.glm",
      "title": "Predict function for Bayesian Model Averaging for generalized linear models.",
      "topics": [
        "predict.bic.glm"
      ]
    },
    {
      "page": "predict.bicreg",
      "title": "Predict function for Bayesian Model Averaging for linear models.",
      "topics": [
        "predict.bicreg"
      ]
    },
    {
      "page": "race",
      "title": "Scottish Hill Racing data",
      "topics": [
        "race"
      ]
    },
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      "page": "summary.bic",
      "title": "Summaries of Bayesian model averaging objects",
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        "print",
        "print.bic.glm",
        "print.bic.surv",
        "print.bicreg",
        "print.glib",
        "print.mc3",
        "summary",
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        "summary.bic.surv",
        "summary.bicreg",
        "summary.glib",
        "summary.mc3"
      ]
    },
    {
      "page": "summary.iBMA",
      "title": "Summaries of iterated Bayesian model averaging objects",
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        "print.iBMA.bicreg",
        "print.iBMA.glm",
        "print.iBMA.intermediate.bicreg",
        "print.iBMA.intermediate.glm",
        "print.iBMA.intermediate.surv",
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        "summary.iBMA.glm",
        "summary.iBMA.intermediate.bicreg",
        "summary.iBMA.intermediate.glm",
        "summary.iBMA.intermediate.surv",
        "summary.iBMA.surv"
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    {
      "page": "vaso",
      "title": "Vaso data",
      "topics": [
        "vaso"
      ]
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