Diagnostic tools for hierarchical (multilevel) linear models


[Up] [Top]

Documentation for package ‘HLMdiag’ version 0.2.1

Help Pages

HLMdiag-package Diagnostic tools for hierarchical (multilevel) linear models
adjust_lmList Fitting Common Models via 'lm'
adjust_lmList-class Class '"adjust_lmList"'
adjust_lmList-method Fitting Common Models via 'lm'
case_delete Case Deletion for 'mer' objects
coef-method Class '"adjust_lmList"'
compare_eb_ls Visually comparing shrinkage and LS estimates
confint-method Class '"adjust_lmList"'
cooks.distance Influence on fixed effects of HLMs
cooks.distance.case_delete Calculating influence diagnostics for 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.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.mer Influence on precision of fixed effects in HLMs
diagnostics Calculating influence diagnostics for HLMs.
dotplot_diag Dot plots for influence diagnostics
formula-method Class '"adjust_lmList"'
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
leverage Leverage for HLMs
leverage.default Leverage for HLMs
leverage.mer Leverage for HLMs
LSresids 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.mer Influence on fixed effects of HLMs
package-HLMdiag Diagnostic tools for hierarchical (multilevel) linear models
plot-method Class '"adjust_lmList"'
rvc Relative variance change for HLMs
rvc.case_delete Calculating influence diagnostics for HLMs.
rvc.default Relative variance change for HLMs
rvc.mer Relative variance change for HLMs
show-method Class '"adjust_lmList"'
varcomp.mer Extracting variance components
wages Wages for male high school dropouts