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 imports: | emdi, lmeresampler, povmap, saeTrafo |
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