HLMdiag: Diagnostic Tools for Hierarchical (Multilevel) Linear Models

A suite of diagnostic tools for hierarchical (multilevel) linear models. The tools include not only leverage and traditional deletion diagnostics (Cook's distance, covratio, covtrace, and MDFFITS) but also convenience functions and graphics for residual analysis. Models can be fit using either lmer in the 'lme4' package or lme in the 'nlme' package, but only two-level models fit using lme are currently supported.

AuthorAdam Loy <loyad01@gmail.com>
Date of publication2015-12-12 09:41:00
MaintainerAdam Loy <loyad01@gmail.com>
LicenseGPL-2
Version0.3.1
https://github.com/aloy/HLMdiag

View on CRAN

Functions

adjust_lmList Man page
adjust_lmList.formula Man page
adjust_lmList,formula,data.frame-method Man page
ahd Man page
autism Man page
case_delete Man page
case_delete.default Man page
case_delete.lmerMod Man page
case_delete.mer Man page
compare_eb_ls Man page
cooks.distance Man page
cooks.distance.case_delete Man page
cooks.distance.lme Man page
cooks.distance.lmerMod Man page
cooks.distance.mer Man page
covratio Man page
covratio.case_delete Man page
covratio.default Man page
covratio.lme Man page
covratio.lmerMod Man page
covratio.mer Man page
covtrace Man page
covtrace.case_delete Man page
covtrace.default Man page
covtrace.lme Man page
covtrace.lmerMod Man page
covtrace.mer Man page
diagnostics Man page
dotplot_diag Man page
ggplot_qqnorm Man page
group_qqnorm Man page
HLMdiag Man page
HLMdiag-package Man page
HLMresid Man page
HLMresid.default Man page
HLMresid.lmerMod Man page
HLMresid.mer Man page
leverage Man page
leverage.default Man page
leverage.lme Man page
leverage.lmerMod Man page
leverage.mer Man page
LSresids Man page
LSresids.default Man page
LSresids.lmerMod Man page
LSresids.mer Man page
mdffits Man page
mdffits.case_delete Man page
mdffits.default Man page
mdffits.lme Man page
mdffits.lmerMod Man page
mdffits.mer Man page
package-HLMdiag Man page
radon Man page
rotate_ranef Man page
rotate_ranef.default Man page
rotate_ranef.lme Man page
rotate_ranef.lmerMod Man page
rotate_ranef.mer Man page
rvc Man page
rvc.case_delete Man page
rvc.default Man page
rvc.lme Man page
rvc.lmerMod Man page
rvc.mer Man page
varcomp.mer Man page
wages Man page

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

Please suggest features or report bugs with the GitHub issue tracker.

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