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  "Date": "2026-05-16",
  "Title": "High-Dimensional Model Selection",
  "Authors@R": "c(person(given = \"David\", family = \"Rossell\", role = c(\"aut\", \"cre\"), email = \"rosselldavid@gmail.com\"), person(given = c(\"John\", \"D.\"), family = \"Cook\", role = \"ctb\"), person(given = \"Donatello\", family = \"Telesca\", role = \"aut\"), person(given = \"P.\", family = \"Roebuck\", role = \"ctb\"), person(given = \"Oriol\", family = \"Abril\", role = \"aut\"), person(given = \"Miquel\", family = \"Torrens\", role = \"aut\"), person(given = \"Peter\", family = \"Mueller\", role = \"ctb\"), person(given = \"William\", family = \"Hallahan\", role = \"ctb\"))",
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  "Description": "Model selection and averaging for regression, generalized\nlinear models, generalized additive models, graphical models\nand mixtures, focusing on Bayesian model selection and\ninformation criteria (Bayesian information criterion etc.). See\nRossell (2025) <doi:10.5281/zenodo.17119597> (see the URL field\nbelow for its URL) for a hands-on book describing the methods,\nexamples and suggested citations if you use the package.",
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    "unifPrior",
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      "title": "Priors on model space for variable selection problems",
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        "unifPrior"
      ]
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        "bestAIC_fast",
        "bestBIC",
        "bestBIC_fast",
        "bestEBIC",
        "bestEBIC_fast",
        "bestIC",
        "bestIC_fast"
      ]
    },
    {
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      "title": "Number of Normal mixture components under Normal-IW and Non-local priors",
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        "bfnormmix"
      ]
    },
    {
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      "title": "Treatment effect estimation for linear models via Confounder Importance Learning using non-local priors.",
      "topics": [
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        "palapl",
        "ralapl"
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    },
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        "demom,matrix-method",
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        "demom-methods",
        "demomigmarg",
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        "localnulltest_givenknots"
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        "marginalNIW,matrix,missing,missing,missing,vector-method",
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        "msfit",
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        "msfit.coef",
        "msfit.plot",
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      "topics": [
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        "plotprior,cilfit-method",
        "plotprior-methods"
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        "postProb,cilfit-method",
        "postProb,localtest-method",
        "postProb,mixturebf-method",
        "postProb,msfit-method",
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