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>.
Support for Bayesian estimation using 'brms' comprises ongoing work. Currently
only continuous mediators and outcomes are supported. Factors for any
predictors must be numerically represented.
| Version: |
0.3.1 |
| Depends: |
R (≥ 2.10) |
| Imports: |
furrr, future, matrixcalc, MCMCpack, nlme, parallel, parallelly, stats, tidyr, brms, posterior |
| Suggests: |
testthat (≥ 3.0.0), boot |
| Published: |
2024-02-29 |
| DOI: |
10.32614/CRAN.package.multilevelmediation |
| Author: |
Carl F. Falk [cre, aut],
Todd Vogel [aut],
Sarah Hammami [aut],
Milica Miočević [aut] |
| Maintainer: |
Carl F. Falk <carl.falk at mcgill.ca> |
| BugReports: |
https://github.com/falkcarl/multilevelmediation |
| License: |
GPL-3 |
| NeedsCompilation: |
no |
| Citation: |
multilevelmediation citation info |
| Materials: |
README |
| CRAN checks: |
multilevelmediation results |
Documentation:
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