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.

Version: 0.5.0
Depends: R (≥ 3.5.0)
Imports: ggplot2 (≥ 0.9.2), stats, methods, plyr, reshape2, MASS, Matrix, mgcv, dplyr, magrittr, stringr, purrr, tibble, tidyselect, janitor, Rcpp, rlang, ggrepel, diagonals
LinkingTo: Rcpp, RcppArmadillo
Suggests: mlmRev, WWGbook, lme4 (≥ 1.0), nlme, testthat, knitr, rmarkdown, car, gridExtra, qqplotr
Published: 2021-05-02
DOI: 10.32614/CRAN.package.HLMdiag
Author: Adam Loy [cre, aut], Jaylin Lowe [aut], Jack Moran [aut]
Maintainer: Adam Loy <loyad01 at gmail.com>
BugReports: https://github.com/aloy/HLMdiag/issues
License: GPL-2
URL: https://github.com/aloy/HLMdiag
NeedsCompilation: yes
Citation: HLMdiag citation info
Materials: README NEWS
In views: MixedModels
CRAN checks: HLMdiag results


Reference manual: HLMdiag.pdf
Vignettes: Residual Diagnostics
Influence Diagnostics
Updated JSS code


Package source: HLMdiag_0.5.0.tar.gz
Windows binaries: r-devel: HLMdiag_0.5.0.zip, r-release: HLMdiag_0.5.0.zip, r-oldrel: HLMdiag_0.5.0.zip
macOS binaries: r-release (arm64): HLMdiag_0.5.0.tgz, r-oldrel (arm64): HLMdiag_0.5.0.tgz, r-release (x86_64): HLMdiag_0.5.0.tgz, r-oldrel (x86_64): HLMdiag_0.5.0.tgz
Old sources: HLMdiag archive

Reverse dependencies:

Reverse imports: emdi, lmeresampler, povmap, saeTrafo


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