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  "Title": "Iterated Block Gibbs Sampler for Ultrahigh-Dimensional Variable\nSelection and Model Averaging",
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  "Authors@R": "person(\"Lizhong\", \"Chen\", , \"chen.l@wehi.edu.au\",\nrole = c(\"aut\", \"cre\"))",
  "Description": "Variable selection for generalized linear models and the\nCox proportional-hazards model in ultrahigh dimensions via the\niterated block Gibbs sampler (IBGS). The sampler is implemented\nin C with parallel block screening through 'OpenMP', and\nsupports the gaussian, binomial and poisson families (fitted by\nleast squares or iteratively reweighted least squares) as well\nas the Cox model for survival analysis (fitted by its Efron\npartial likelihood), together with the AIC, BIC, AICc and\nextended BIC model selection criteria.",
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  "Date/Publication": "2026-06-29 21:46:49 UTC",
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    {
      "page": "IBGS-package",
      "title": "Iterated Block Gibbs Sampler for Ultrahigh-Dimensional Variable Selection and Model Averaging",
      "topics": [
        "IBGS-package",
        "IBGS"
      ]
    },
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      "page": "coef.IBGS",
      "title": "Coefficients of an IBGS fit",
      "topics": [
        "coef.IBGS"
      ]
    },
    {
      "page": "coxGibbs",
      "title": "The restricted Gibbs sampler for the Cox model",
      "topics": [
        "coxGibbs"
      ]
    },
    {
      "page": "coxIBGS",
      "title": "The iterated block Gibbs sampler for the Cox model",
      "topics": [
        "coxIBGS"
      ]
    },
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      "page": "fitted.IBGS",
      "title": "Fitted values of an IBGS fit",
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        "fitted.IBGS"
      ]
    },
    {
      "page": "glmGibbs",
      "title": "The restricted Gibbs sampler (linear model)",
      "topics": [
        "glmGibbs"
      ]
    },
    {
      "page": "glmIBGS",
      "title": "The iterated block Gibbs sampler algorithm",
      "topics": [
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      ]
    },
    {
      "page": "lmeGibbs",
      "title": "The restricted Gibbs sampler for the linear mixed model (fixed-effect part)",
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      ]
    },
    {
      "page": "lmeIBGS",
      "title": "The iterated block Gibbs sampler for the linear mixed model (fixed-effect part)",
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    },
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      "page": "plot.IBGS",
      "title": "Diagnostic plots for an IBGS fit",
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      "topics": [
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    },
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