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  "Package": "dominanceanalysis",
  "Title": "Dominance Analysis",
  "Date": "2025-10-01",
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  "Description": "Dominance analysis is a method that allows to compare the\nrelative importance of predictors in multiple regression\nmodels: ordinary least squares, generalized linear models,\nhierarchical linear models, beta regression and dynamic linear\nmodels. The main principles and methods of dominance analysis\nare described in Budescu, D. V. (1993)\n<doi:10.1037/0033-2909.114.3.542> and Azen, R., & Budescu, D.\nV. (2003) <doi:10.1037/1082-989X.8.2.129> for ordinary least\nsquares regression. Subsequently, the extensions for\nmultivariate regression, logistic regression and hierarchical\nlinear models were described in Azen, R., & Budescu, D. V.\n(2006) <doi:10.3102/10769986031002157>, Azen, R., & Traxel, N.\n(2009) <doi:10.3102/1076998609332754> and Luo, W., & Azen, R.\n(2013) <doi:10.3102/1076998612458319>, respectively.",
  "Authors@R": "c(\nperson(\"Claudio\", \"Bustos Navarrete\",\nemail = \"clbustos@gmail.com\", role = c(\"aut\", \"cre\", \"cph\"),\ncomment = c(ORCID = \"0000-0003-3478-9858\")),\nperson(\"Filipa\", \"Coutinho Soares\",\nemail = \"filipa.mco.soares@gmail.com\", role = c(\"aut\"),\ncomment = c(ORCID = \"0000-0002-7579-2538\")))",
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  "Repository": "https://clbustos.r-universe.dev",
  "Date/Publication": "2025-10-01 03:01:42 UTC",
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  "Author": "Claudio Bustos Navarrete [aut, cre, cph] (ORCID:\n<https://orcid.org/0000-0003-3478-9858>),\nFilipa Coutinho Soares [aut] (ORCID:\n<https://orcid.org/0000-0002-7579-2538>)",
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    "bootDominanceAnalysis",
    "contributionByLevel",
    "da.betareg.fit",
    "da.clm.fit",
    "da.dynlm.fit",
    "da.glm.fit",
    "da.lm.fit",
    "da.lmerMod.fit",
    "da.lmWithCov.fit",
    "da.mlmWithCov.fit",
    "daSubmodels",
    "dominanceAnalysis",
    "dominanceBriefing",
    "dominanceMatrix",
    "formulas.daSubmodels",
    "getFits",
    "lmmR2",
    "lmWithCov",
    "mlmWithCov"
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      "title": "Distribution of a tropical native bird species inhabiting a small oceanic island.",
      "object": "tropicbird",
      "class": [
        "data.frame"
      ],
      "fields": [
        "ID",
        "rem",
        "alt",
        "slo",
        "rain",
        "coast",
        "land",
        "pres"
      ],
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      "table": true,
      "tojson": true
    }
  ],
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    {
      "page": "dominanceanalysis-package",
      "title": "Dominance analysis for general, generalized and mixed linear models",
      "topics": [
        "dominanceanalysis-package",
        "dominanceanalysis"
      ]
    },
    {
      "page": "averageContribution",
      "title": "Retrieve average contribution of each predictor in a dominance analysis.",
      "concept": [
        "retrieval methods"
      ],
      "topics": [
        "averageContribution"
      ]
    },
    {
      "page": "bootAverageDominanceAnalysis",
      "title": "Bootstrap Average Values for Dominance Analysis",
      "topics": [
        "bootAverageDominanceAnalysis"
      ]
    },
    {
      "page": "bootDominanceAnalysis",
      "title": "Bootstrap Analysis for Dominance Analysis",
      "topics": [
        "bootDominanceAnalysis"
      ]
    },
    {
      "page": "contributionByLevel",
      "title": "Retrieve average contribution by level for each predictor",
      "concept": [
        "retrieval methods"
      ],
      "topics": [
        "contributionByLevel"
      ]
    },
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      "page": "da.betareg.fit",
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      "concept": [
        "fit indices"
      ],
      "topics": [
        "da.betareg.fit"
      ]
    },
    {
      "page": "da.clm.fit",
      "title": "Provides fit indices for ordinal regression models, based on the Nagelkerke (1991) method.",
      "concept": [
        "fit indices"
      ],
      "topics": [
        "da.clm.fit"
      ]
    },
    {
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        "fit indices"
      ],
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        "da.dynlm.fit"
      ]
    },
    {
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      "concept": [
        "fit indices"
      ],
      "topics": [
        "da.glm.fit"
      ]
    },
    {
      "page": "da.lm.fit",
      "title": "Provides coefficient of determination for 'lm' models.",
      "concept": [
        "fit indices"
      ],
      "topics": [
        "da.lm.fit"
      ]
    },
    {
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      "concept": [
        "fit indices"
      ],
      "topics": [
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    },
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      "title": "Provides coefficient of determination for linear models, using covariance/correlation matrix.",
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        "fit indices"
      ],
      "topics": [
        "da.lmWithCov.fit"
      ]
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      "page": "da.mlmWithCov.fit",
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      "concept": [
        "fit indices"
      ],
      "topics": [
        "da.mlmWithCov.fit"
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    },
    {
      "page": "dominanceAnalysis",
      "title": "Dominance analysis for OLS (univariate and multivariate), GLM and LMM models",
      "topics": [
        "dominanceAnalysis"
      ]
    },
    {
      "page": "dominanceBriefing",
      "title": "Retrieve a briefing for complete, conditional and general dominance",
      "concept": [
        "retrieval methods"
      ],
      "topics": [
        "dominanceBriefing"
      ]
    },
    {
      "page": "dominanceMatrix",
      "title": "Retrieve or calculates a dominance matrix for a given object",
      "concept": [
        "retrieval methods"
      ],
      "topics": [
        "dominanceMatrix",
        "dominanceMatrix.data.frame",
        "dominanceMatrix.dominanceAnalysis",
        "dominanceMatrix.matrix"
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    },
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      "title": "Exploring predictors' importance in binomial logistic regressions",
      "author": "Filipa Coutinho Soares",
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        "3.\tUsing dominance analysis",
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