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: 0.5.1 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: 2025-05-12 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 resultsRetroSearch is an open source project built by @garambo | Open a GitHub Issue
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