Package: medfit 0.16.0

medfit: Infrastructure for Mediation Model Fitting and Extraction
Provides S7-based infrastructure for fitting mediation models, extracting path coefficients, and performing bootstrap inference. Designed as a foundation package for the mediation analysis ecosystem, supporting 'probmed', 'RMediation', and 'medrobust' packages. Implements unified interfaces for model fitting across different engines (generalized linear models, linear mixed models for cluster-randomized designs, and a maximum-likelihood structural equation engine; Bayesian methods are planned), standardized extraction of mediation paths from various model types, and robust bootstrap inference methods. Mediation methods are described in MacKinnon, Lockwood and Williams (2004) <doi:10.1207/s15327906mbr3901_4>, Preacher and Hayes (2008) <doi:10.3758/brm.40.3.879>, Tofighi and MacKinnon (2011) <doi:10.3758/s13428-011-0076-x>, and VanderWeele (2014) <doi:10.1097/EDE.0000000000000121>.
Authors:
medfit_0.16.0.tar.gz
medfit_0.16.0.zip(r-4.7-any)medfit_0.16.0.zip(r-4.6-any)medfit_0.16.0.zip(r-4.5-any)
medfit_0.16.0.tgz(r-4.6-any)medfit_0.16.0.tgz(r-4.5-any)
medfit_0.16.0.tar.gz(r-4.7-any)medfit_0.16.0.tar.gz(r-4.6-any)
medfit_0.16.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
medfit/json (API)
| # Install 'medfit' in R: |
| install.packages('medfit', repos = c('https://data-wise.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/data-wise/medfit/issues
Pkgdown/docs site:https://data-wise.github.io
- mediation_demo - Simulated Mediation Data for Examples
Last updated from:c37c7ee8b1. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel | OK | 874 | ||
| source / vignettes | OK | 181 | ||
| linux-release | OK | 750 | ||
| macos-release | OK | 520 | ||
| macos-oldrel | OK | 581 | ||
| windows-devel | OK | 1172 | ||
| windows-release | OK | 626 | ||
| windows-oldrel | OK | 849 | ||
| wasm-release | OK | 113 |
Exports:bootstrap_mediationBootstrapResultClusterMediationDatacompare_lrdecomposeextract_mediationfit_mediationfit_semInteractionMediationDatajoint_effectsJointMediationDatambco_semmedMediationDatandenieParallelMediationDatapathspmquickSEMFitSerialMediationDatate
Dependencies:backportscheckmatecligenericslifecycleMASSnloptrrlangS7
