Package: multilevelTools 0.2.0

multilevelTools: Multilevel and Mixed Effects Model Diagnostics and Effect Sizes

Effect sizes, diagnostics and performance metrics for multilevel and mixed effects models. Includes marginal and conditional 'R2' estimates for linear mixed effects models based on Johnson (2014) <doi:10.1111/2041-210X.12225>.

Authors:Joshua F. Wiley [aut, cre]

multilevelTools_0.2.0.tar.gz
multilevelTools_0.2.0.zip(r-4.5)multilevelTools_0.2.0.zip(r-4.4)multilevelTools_0.2.0.zip(r-4.3)
multilevelTools_0.2.0.tgz(r-4.5-any)multilevelTools_0.2.0.tgz(r-4.4-any)multilevelTools_0.2.0.tgz(r-4.3-any)
multilevelTools_0.2.0.tar.gz(r-4.5-noble)multilevelTools_0.2.0.tar.gz(r-4.4-noble)
multilevelTools_0.2.0.tgz(r-4.4-emscripten)multilevelTools_0.2.0.tgz(r-4.3-emscripten)
multilevelTools.pdf |multilevelTools.html
multilevelTools/json (API)
NEWS

# Install 'multilevelTools' in R:
install.packages('multilevelTools', repos = c('https://jwiley.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/jwiley/multileveltools/issues

Pkgdown site:https://joshuawiley.com

On CRAN:

Conda:

5.74 score 4 stars 136 scripts 575 downloads 9 exports 161 dependencies

Last updated 7 days agofrom:3ba8d0f92b. Checks:2 OK, 7 NOTE. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 26 2025
R-4.5-winNOTEMar 26 2025
R-4.5-macNOTEMar 26 2025
R-4.5-linuxNOTEMar 26 2025
R-4.4-winNOTEMar 26 2025
R-4.4-macNOTEMar 26 2025
R-4.4-linuxOKMar 26 2025
R-4.3-winNOTEMar 26 2025
R-4.3-macNOTEMar 26 2025

Exports:acfByIDevaluateLagsiccMixedmeanDecomposemeanDeviationsnEffectiveomegaSEMranefdataweighted.sma

Dependencies:abindbackportsbayesplotBHbitbit64bootbridgesamplingbriobrmsBrobdingnagbroomcallrcarcarDatacheckmateclicliprcodacodetoolscolorspacecorrplotcowplotcpp11crayondata.tableDEoptimRDerivdescdiffobjdigestdistributionaldoBydplyremmeansestimabilityevaluateextraoperatorsfansifarverforcatsforeachFormulafsfstfstcorefuturefuture.applygamlssgamlss.datagamlss.distgenericsggplot2ggpubrggrepelggridgesggsciggsignifglmnetglobalsglueGPArotationgridExtragtablehavenhmsinlineisobanditeratorsjomojsonliteJWileymisclabelinglatticelavaanlifecyclelistenvlme4lmerTestloomagrittrMASSMatrixMatrixModelsmatrixStatsmgcvmicemicrobenchmarkminqamitmlmnormtmodelrmultcompViewmunsellmvtnormnleqslvnlmenloptrnnetnumDerivordinalpanparallellypbivnormpbkrtestpillarpkgbuildpkgconfigpkgloadplyrpolynomposteriorpraiseprettyunitsprocessxprogresspspsychpurrrquadprogquantregQuickJSRR6rbibutilsRColorBrewerRcppRcppEigenRcppParallelRdpackreadrreformulasreshape2rlangrobustbaserpartrprojrootrstanrstantoolsrstatixscalesshapeSparseMStanHeadersstringistringrsurvivaltensorAtestthattibbletidyrtidyselecttzdbucminfutf8vctrsVGAMviridisLitevroomwaldowithrzoo

Multilevel Models using lmer

Rendered fromlmer-vignette.Rmdusingknitr::rmarkdownon Mar 26 2025.

Last update: 2025-03-26
Started: 2019-12-16