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HLMresid() HLMresid.default() HLMresid.lmerMod() HLMresid.mer() diagnostics() group_qqnorm() ggplot_qqnorm()
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Defunct functions in package HLMdiag |
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HLMdiag-deprecated
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Deprecated functions in HLMdiag |
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HLMdiag-package HLMdiag package-HLMdiag
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Diagnostic tools for hierarchical (multilevel) linear models |
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LSresids(<default>) LSresids(<mer>) LSresids(<lmerMod>) LSresids(<lme>)
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Calculating least squares residuals |
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adjust_lmList(<formula>)
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Fitting Common Models via lm |
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ahd
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Methylprednisolone data |
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autism
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Autism data |
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case_delete(<default>) case_delete(<mer>) case_delete(<lmerMod>) case_delete(<lme>)
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Case Deletion for mer/lmerMod objects |
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compare_eb_ls()
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Visually comparing shrinkage and LS estimates |
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mdffits(<default>) cooks.distance(<mer>) cooks.distance(<lmerMod>) cooks.distance(<lme>) mdffits(<mer>) mdffits(<lmerMod>) mdffits(<lme>)
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Influence on fixed effects of HLMs |
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covratio(<default>) covtrace(<default>) covratio(<mer>) covratio(<lmerMod>) covratio(<lme>) covtrace(<mer>) covtrace(<lmerMod>) covtrace(<lme>)
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Influence on precision of fixed effects in HLMs |
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dotplot_diag()
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Dot plots for influence diagnostics |
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extract_design()
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Extracting covariance matrices from lme |
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hlm_augment()
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Calculating residuals and influence diagnostics for HLMs |
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cooks.distance(<case_delete>) mdffits(<case_delete>) covtrace(<case_delete>) covratio(<case_delete>) rvc(<case_delete>) hlm_influence()
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Calculating influence diagnostics for HLMs |
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hlm_resid(<default>) hlm_resid(<lmerMod>) hlm_resid(<lme>)
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Calculating residuals from HLMs |
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leverage(<default>) leverage(<mer>) leverage(<lmerMod>) leverage(<lme>)
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Leverage for HLMs |
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pull_resid(<default>) pull_resid(<lmerMod>) pull_resid(<lme>)
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Computationally Efficient HLM Residuals |
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radon
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Radon data |
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resid_conditional(<default>) resid_conditional(<lmerMod>) resid_conditional(<lme>)
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Conditional residuals |
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resid_marginal(<default>) resid_marginal(<lmerMod>) resid_marginal(<lme>)
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Marginal residuals |
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resid_ranef()
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Random effects residuals |
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rotate_ranef(<default>) rotate_ranef(<mer>) rotate_ranef(<lmerMod>) rotate_ranef(<lme>)
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Calculate s-dimensional rotated random effects |
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rvc(<default>) rvc(<mer>) rvc(<lmerMod>) rvc(<lme>)
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Relative variance change for HLMs |
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varcomp.mer()
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Extracting variance components |
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wages
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Wages for male high school dropouts |