Package: multilevelmediation 0.5.0

multilevelmediation: Utility Functions for Multilevel Mediation Analysis

The ultimate goal is to support 2-2-1, 2-1-1, and 1-1-1 models for multilevel mediation, the option of a moderating variable for either the a, b, or both paths, and covariates. Currently the 1-1-1 model is supported and several options of random effects; the initial code for bootstrapping was evaluated in simulations by Falk, Vogel, Hammami, and Miočević (2024) <doi:10.3758/s13428-023-02079-4>. Currently only continuous mediators and outcomes are supported. Factors for any predictors must be numerically represented.

Authors:Carl F. Falk [cre, aut], Todd Vogel [aut], Sarah Hammami [aut], Milica Miočević [aut]

multilevelmediation_0.5.0.tar.gz
multilevelmediation_0.5.0.zip(r-4.7)multilevelmediation_0.5.0.zip(r-4.6)multilevelmediation_0.5.0.zip(r-4.5)
multilevelmediation_0.5.0.tgz(r-4.6-any)multilevelmediation_0.5.0.tgz(r-4.5-any)
multilevelmediation_0.5.0.tar.gz(r-4.7-any)multilevelmediation_0.5.0.tar.gz(r-4.6-any)
multilevelmediation_0.5.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
multilevelmediation/json (API)

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

Bug tracker:https://github.com/falkcarl/multilevelmediation/issues

Datasets:
  • BPG06dat - Simulated dataset from Bauer, Preacher, and Gil
  • simdat - A simulated dataset with moderator

On CRAN:

Conda:

3.90 score 8 stars 8 scripts 501 downloads 9 exports 109 dependencies

Last updated from:02700a91c8. Checks:7 NOTE, 2 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64NOTE255
source / vignettesOK336
linux-release-x86_64NOTE269
macos-release-arm64NOTE174
macos-oldrel-arm64NOTE127
windows-develNOTE189
windows-releaseNOTE287
windows-oldrelNOTE186
wasm-releaseOK164

Exports:boot.modmed.mlmboot.modmed.mlm.custombootresid.modmed.mlmextract.boot.modmed.mlmextract.modmed.mlmextract.modmed.mlm.brmsmodmed.mlmmodmed.mlm.brmsstack_bpg

Dependencies:abindbackportsbayesplotBHbootbridgesamplingbrmsBrobdingnagbroomcallrcheckmateclicodacodetoolscolorspacecowplotcpp11DerivdescdigestdistributionaldoBydplyrfarverforecastfracdifffurrrfuturefuture.applygenericsggplot2ggridgesglmmTMBglobalsgluegridExtragtableinlineisobandlabelinglatticelifecyclelistenvlme4lmtestloomagrittrMASSMatrixmatrixcalcMatrixModelsmatrixStatsmcmcMCMCpackmgcvminqamodelrmvtnormnleqslvnlmenloptrnnetnumDerivotelparallellypbkrtestpillarpkgbuildpkgconfigplyrposteriorprocessxpspurrrquantregQuickJSRR6rbibutilsRColorBrewerRcppRcppArmadilloRcppEigenRcppParallelRdpackreformulasreshape2rlangrstanrstantoolsS7sandwichscalesSparseMStanHeadersstringistringrsurvivaltensorAtibbletidyrtidyselecttimeDateTMBurcautf8vctrsviridisLitewithrzoo