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  "Title": "Diagnostic Tools for Hierarchical (Multilevel) Linear Models",
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  "Description": "A suite of diagnostic tools for hierarchical (multilevel)\nlinear models. The tools include not only leverage and\ntraditional deletion diagnostics (Cook's distance, covratio,\ncovtrace, and MDFFITS) but also convenience functions and\ngraphics for residual analysis. Models can be fit using either\nlmer in the 'lme4' package or lme in the 'nlme' package.",
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      "page": "adjust_lmList.formula",
      "title": "Fitting Common Models via 'lm'",
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        "adjust_lmList.formula"
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        "hlm_influence",
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        "covratio.lmerMod",
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        "hlm_augment.lme",
        "hlm_augment.lmerMod"
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        "hlm_resid.lme",
        "hlm_resid.lmerMod"
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      "page": "HLMdiag",
      "title": "Diagnostic tools for hierarchical (multilevel) linear models",
      "topics": [
        "HLMdiag-package",
        "HLMdiag",
        "package-HLMdiag"
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        "group_qqnorm",
        "HLMdiag-defunct",
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        "leverage.mer"
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    {
      "page": "LSresids.mer",
      "title": "Calculating least squares residuals",
      "topics": [
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        "LSresids.default",
        "LSresids.lme",
        "LSresids.lmerMod",
        "LSresids.mer"
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    {
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      "title": "Influence on fixed effects of HLMs",
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        "cooks.distance.lme",
        "cooks.distance.lmerMod",
        "cooks.distance.mer",
        "mdffits",
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      "title": "Computationally Efficient HLM Residuals",
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        "pull_resid.default",
        "pull_resid.lme",
        "pull_resid.lmerMod"
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      "page": "resid_conditional",
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    {
      "page": "resid_marginal",
      "title": "Marginal residuals",
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      "title": "Calculate s-dimensional rotated random effects",
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        "rvc.mer"
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      "page": "varcomp.mer",
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