Diagnostic Tools for Hierarchical (Multilevel) Linear Models

adjust_lmList.formula | Fitting Common Models via 'lm' |

ahd | Methylprednisolone data |

autism | Autism data |

case_delete.mer | Case Deletion for 'mer'/'lmerMod' objects |

compare_eb_ls | Visually comparing shrinkage and LS estimates |

cooks.distance | Influence on fixed effects of HLMs |

covratio | Influence on precision of fixed effects in HLMs |

diagnostics | Calculating influence diagnostics for HLMs. |

dotplot_diag | Dot plots for influence diagnostics |

ggplot_qqnorm | Constructing a normal Q-Q plot |

group_qqnorm | Overlaying normal Q-Q plots |

HLMdiag | Diagnostic tools for hierarchical (multilevel) linear models |

HLMresid.mer | Calculating residuals from HLMs |

leverage.mer | Leverage for HLMs |

LSresids.mer | Calculating least squares residuals |

radon | Radon data |

rotate_ranef.mer | Calculate s-dimensional rotated random effects |

rvc.mer | Relative variance change for HLMs |

varcomp.mer | Extracting variance components |

wages | Wages for male high school dropouts |

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