# Diagnostic Tools for Hierarchical (Multilevel) Linear Models

## Documentation for package ‘HLMdiag’ version 0.3.1

- DESCRIPTION file.
- Package NEWS.

## Help Pages

HLMdiag-package | Diagnostic tools for hierarchical (multilevel) linear models
adjust_lmList | Fitting Common Models via 'lm'
adjust_lmList-method | Fitting Common Models via 'lm'
adjust_lmList.formula | Fitting Common Models via 'lm'
ahd | Methylprednisolone data
autism | Autism data
case_delete | Case Deletion for 'mer'/'lmerMod' objects
case_delete.default | Case Deletion for 'mer'/'lmerMod' objects
case_delete.lmerMod | Case Deletion for 'mer'/'lmerMod' objects
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
cooks.distance.case_delete | Calculating influence diagnostics for HLMs.
cooks.distance.lme | Influence on fixed effects of HLMs
cooks.distance.lmerMod | Influence on fixed effects of HLMs
cooks.distance.mer | Influence on fixed effects of HLMs
covratio | Influence on precision of fixed effects in HLMs
covratio.case_delete | Calculating influence diagnostics for HLMs.
covratio.default | Influence on precision of fixed effects in HLMs
covratio.lme | Influence on precision of fixed effects in HLMs
covratio.lmerMod | Influence on precision of fixed effects in HLMs
covratio.mer | Influence on precision of fixed effects in HLMs
covtrace | Influence on precision of fixed effects in HLMs
covtrace.case_delete | Calculating influence diagnostics for HLMs.
covtrace.default | Influence on precision of fixed effects in HLMs
covtrace.lme | Influence on precision of fixed effects in HLMs
covtrace.lmerMod | Influence on precision of fixed effects in HLMs
covtrace.mer | 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 | Calculating residuals from HLMs
HLMresid.default | Calculating residuals from HLMs
HLMresid.lmerMod | Calculating residuals from HLMs
HLMresid.mer | Calculating residuals from HLMs
leverage | Leverage for HLMs
leverage.default | Leverage for HLMs
leverage.lme | Leverage for HLMs
leverage.lmerMod | Leverage for HLMs
leverage.mer | Leverage for HLMs
LSresids | Calculating least squares residuals
LSresids.default | Calculating least squares residuals
LSresids.lmerMod | Calculating least squares residuals
LSresids.mer | Calculating least squares residuals
mdffits | Influence on fixed effects of HLMs
mdffits.case_delete | Calculating influence diagnostics for HLMs.
mdffits.default | Influence on fixed effects of HLMs
mdffits.lme | Influence on fixed effects of HLMs
mdffits.lmerMod | Influence on fixed effects of HLMs
mdffits.mer | Influence on fixed effects of HLMs
package-HLMdiag | Diagnostic tools for hierarchical (multilevel) linear models
radon | Radon data
rotate_ranef | Calculate s-dimensional rotated random effects
rotate_ranef.default | Calculate s-dimensional rotated random effects
rotate_ranef.lme | Calculate s-dimensional rotated random effects
rotate_ranef.lmerMod | Calculate s-dimensional rotated random effects
rotate_ranef.mer | Calculate s-dimensional rotated random effects
rvc | Relative variance change for HLMs
rvc.case_delete | Calculating influence diagnostics for HLMs.
rvc.default | Relative variance change for HLMs
rvc.lme | Relative variance change for HLMs
rvc.lmerMod | Relative variance change for HLMs
rvc.mer | Relative variance change for HLMs
varcomp.mer | Extracting variance components
wages | Wages for male high school dropouts