Diagnostic Tools for Hierarchical (Multilevel) Linear Models


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Documentation for package ‘HLMdiag’ version 0.3.1

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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