Package: MarginalMediation 0.7.2
MarginalMediation: Marginal Mediation
Provides the ability to perform "Marginal Mediation"--mediation wherein the indirect and direct effects are in terms of the average marginal effects (Bartus, 2005, <https://EconPapers.repec.org/RePEc:tsj:stataj:v:5:y:2005:i:3:p:309-329>). The style of the average marginal effects stems from Thomas Leeper's work on the "margins" package. This framework allows the use of categorical mediators and outcomes with little change in interpretation from the continuous mediators/outcomes. See <doi:10.13140/RG.2.2.18465.92001> for more details on the method.
Authors:
MarginalMediation_0.7.2.tar.gz
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MarginalMediation.pdf |MarginalMediation.html✨
MarginalMediation/json (API)
NEWS
| # Install 'MarginalMediation' in R: |
| install.packages('MarginalMediation', repos = c('https://tysonstanley.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/tysonstanley/marginalmediation/issues
average-marginal-effectsmarginsmediationmediation-analysismediatorpartial-effectsrstudio
Last updated 3 years agofrom:77cc5d730e. Checks:1 OK, 6 NOTE. Indexed: yes.
| Target | Result | Latest binary |
|---|---|---|
| Doc / Vignettes | OK | Jan 04 2025 |
| R-4.5-win | NOTE | Jan 04 2025 |
| R-4.5-linux | NOTE | Jan 04 2025 |
| R-4.4-win | NOTE | Jan 04 2025 |
| R-4.4-mac | NOTE | Jan 04 2025 |
| R-4.3-win | NOTE | Jan 04 2025 |
| R-4.3-mac | NOTE | Jan 04 2025 |
Exports:%>%amedframesmmamma_checkmma_dir_effectsmma_formulasmma_ind_effectsmma_std_dir_effectsmma_std_ind_effectsperc_med
Dependencies:base64encbigDbitopsbootbslibcachemclicolorspacecommonmarkcrayoncurldigestdplyrevaluatefansifarverfastmapfontawesomefsfurnituregenericsgluegthighrhtmltoolshtmlwidgetsjquerylibjsonlitejuicyjuiceknitrlabelinglifecyclemagrittrmarkdownmemoisemimemunsellpillarpkgconfigpurrrR6rappdirsRColorBrewerRcppreactablereactRrlangrmarkdownrstudioapisassscalesstringistringrtibbletidyselecttinytexutf8V8vctrsviridisLitewithrxfunxml2yaml
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| re-export magrittr pipe operator | %>% |
| Average Marginal Effects | amed |
| Average Marginal Effects | frames |
| Marginal Mediation | mma |
| Uncorrelated Residual Assumption Check | mma_check |
| Direct Effects Extraction for MMA | mma_dir_effects |
| Formula Extraction for MMA | mma_formulas |
| Indirect Effects Extraction for MMA | mma_ind_effects |
| Standardized Direct Effects Extraction for MMA | mma_std_dir_effects |
| Standardized Indirect Effects Extraction for MMA | mma_std_ind_effects |
| Percent Mediation | perc_med |
