All functions

HLMdiag-deprecated

Deprecated functions in HLMdiag

HLMdiag

Diagnostic tools for hierarchical (multilevel) linear models

HLMresid(<default>) HLMresid(<mer>) HLMresid(<lmerMod>)

Calculating residuals from HLMs

LSresids(<default>) LSresids(<mer>) LSresids(<lmerMod>) LSresids(<lme>)

Calculating least squares residuals

adjust_lmList(<formula>)

Fitting Common Models via lm

ahd

Methylprednisolone data

autism

Autism data

case_delete(<default>) case_delete(<mer>) case_delete(<lmerMod>) case_delete(<lme>)

Case Deletion for mer/lmerMod objects

compare_eb_ls()

Visually comparing shrinkage and LS estimates

mdffits(<default>) cooks.distance(<mer>) cooks.distance(<lmerMod>) cooks.distance(<lme>) mdffits(<mer>) mdffits(<lmerMod>) mdffits(<lme>)

Influence on fixed effects of HLMs

covratio(<default>) covtrace(<default>) covratio(<mer>) covratio(<lmerMod>) covratio(<lme>) covtrace(<mer>) covtrace(<lmerMod>) covtrace(<lme>)

Influence on precision of fixed effects in HLMs

diagnostics() cooks.distance(<case_delete>) mdffits(<case_delete>) covtrace(<case_delete>) covratio(<case_delete>) rvc(<case_delete>)

Calculating influence diagnostics for HLMs.

dotplot_diag()

Dot plots for influence diagnostics

extract_design()

Extracting covariance matrices from lme

ggplot_qqnorm()

Constructing a normal Q-Q plot

group_qqnorm()

Overlaying normal Q-Q plots

hlm_augment(<lmerMod>) hlm_augment(<lme>)

Calculating residuals and influence diagnostics for HLMs

hlm_influence(<default>) hlm_influence(<lmerMod>) hlm_influence(<lme>)

Calculating influence diagnostics for HLMs

hlm_resid(<default>) hlm_resid(<lmerMod>) hlm_resid(<lme>)

Calculating residuals from HLMs

leverage(<default>) leverage(<mer>) leverage(<lmerMod>) leverage(<lme>)

Leverage for HLMs

pull_resid(<default>) pull_resid(<lmerMod>) pull_resid(<lme>)

Computationally Efficient HLM Residuals

radon

Radon data

rotate_ranef(<default>) rotate_ranef(<mer>) rotate_ranef(<lmerMod>) rotate_ranef(<lme>)

Calculate s-dimensional rotated random effects

rvc(<default>) rvc(<mer>) rvc(<lmerMod>) rvc(<lme>)

Relative variance change for HLMs

varcomp.mer()

Extracting variance components

wages

Wages for male high school dropouts