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  "Date": "2026-01-15",
  "Title": "Exact Variable-Subset Selection in Linear Regression",
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  "Description": "Exact and approximation algorithms for variable-subset\nselection in ordinary linear regression models.  Either compute\nall submodels with the lowest residual sum of squares, or\ndetermine the single-best submodel according to a\npre-determined statistical criterion.  Hofmann et al. (2020)\n<doi:10.18637/jss.v093.i03>.",
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    {
      "page": "lmSubsets-package",
      "title": "Package 'lmSubsets'",
      "topics": [
        "lmSubsets-package"
      ]
    },
    {
      "page": "AIC.lmSubsets",
      "title": "Extract AIC values from a subset regression",
      "topics": [
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        "AIC.lmSubsets"
      ]
    },
    {
      "page": "AirPollution",
      "title": "Air pollution and mortality",
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    },
    {
      "page": "BIC.lmSubsets",
      "title": "Extract BIC values from a subset regression",
      "topics": [
        "BIC.lmSelect",
        "BIC.lmSubsets"
      ]
    },
    {
      "page": "coef.lmSubsets",
      "title": "Extract the ceofficients from a subset regression",
      "topics": [
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        "coef.lmSubsets"
      ]
    },
    {
      "page": "deviance.lmSubsets",
      "title": "Extract the deviance from a subset regression",
      "topics": [
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        "deviance.lmSubsets"
      ]
    },
    {
      "page": "fitted.lmSubsets",
      "title": "Extract the fitted values from a subset regression",
      "topics": [
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        "fitted.lmSubsets"
      ]
    },
    {
      "page": "formula.lmSubsets",
      "title": "Extract a formula from a subset regression",
      "topics": [
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        "formula.lmSubsets"
      ]
    },
    {
      "page": "IbkTemperature",
      "title": "Temperature observations and numerical weather predictions for Innsbruck",
      "topics": [
        "IbkTemperature"
      ]
    },
    {
      "page": "image.lmSubsets",
      "title": "Heatmap of a subset regression",
      "topics": [
        "image.lmSelect",
        "image.lmSubsets"
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    },
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      "title": "Best-subset regression",
      "topics": [
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        "lmSelect.default",
        "print.lmSelect"
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    {
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      "topics": [
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      "topics": [
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        "lmSubsets.default",
        "print.lmSubsets"
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      "topics": [
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      "title": "All-subsets regression",
      "topics": [
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        "logLik.lmSubsets"
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      "title": "Extract the model response from a subset regression",
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    },
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        "model.frame.lmSubsets"
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        "summary.lmSubsets"
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