Package installation | A simulated dataset | Data Transformation and Organization | The function $mlma$ for multilevel mediation analysis | The $summary$ function for multilevel mediaiton analysis | The plot function for the mlma object | Make Inferences on Multilevel Mediation effect | References
Package: mlma 6.3-1
mlma: Multilevel Mediation Analysis
Do multilevel mediation analysis with generalized additive multilevel models. The analysis method is described in Yu and Li (2020), "Third-Variable Effect Analysis with Multilevel Additive Models", PLoS ONE 15(10): e0241072.
Authors:
mlma_6.3-1.tar.gz
mlma_6.3-1.zip(r-4.7)mlma_6.3-1.zip(r-4.6)mlma_6.3-1.zip(r-4.5)
mlma_6.3-1.tgz(r-4.6-any)mlma_6.3-1.tgz(r-4.5-any)
mlma_6.3-1.tar.gz(r-4.7-any)mlma_6.3-1.tar.gz(r-4.6-any)
mlma_6.3-1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
mlma/json (API)
| # Install 'mlma' in R: |
| install.packages('mlma', repos = c('https://qingzhaoyu.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:82840561e8. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 179 | ||
| source / vignettes | OK | 237 | ||
| linux-release-x86_64 | OK | 177 | ||
| macos-release-arm64 | OK | 104 | ||
| macos-oldrel-arm64 | OK | 125 | ||
| windows-devel | OK | 145 | ||
| windows-release | OK | 131 | ||
| windows-oldrel | OK | 121 | ||
| wasm-release | OK | 126 |
Exports:boot.mlmadata.orgjoint.effectmlmaplot.mlmaplot.mlma.bootprint.joint.effectprint.mlmaprint.mlma.bootprint.summary.mlmaprint.summary.mlma.bootsummary.mlmasummary.mlma.boot
Dependencies:abindbackportsbdsmatrixbitopsbootbroomcarcarDatacaToolsclicolorspacecowplotcoxmecpp11DerivdoBydplyrfarverforecastFormulafracdiffgenericsggplot2gluegplotsgtablegtoolsisobandKernSmoothlabelinglatticelifecyclelme4lmtestmagrittrMASSMatrixMatrixModelsmgcvmicrobenchmarkminqamodelrnlmenloptrnnetnumDerivpbkrtestpillarpkgconfigpurrrquantregR6rbibutilsRColorBrewerRcppRcppArmadilloRcppEigenRdpackreformulasrlangS7scalesSparseMstringistringrsurvivaltibbletidyrtidyselecttimeDateurcautf8vctrsviridisLitewithrzoo
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Multilevel Mediation Analysis | mlma-package |
| Bootstrap Method for Inference on Multilevel Mediation Analysis | boot.mlma |
| Transform and Organize Data for Mediation Analysis | data.org |
| Find the joint effect of a list of mediators. | joint.effect print.joint.effect |
| Multilevel Mediation Analysis | mlma |
| Plot "mlma" Object | plot.mlma |
| Plot the "mlma.boot" Object | plot.mlma.boot |
| Print "mlma" Object | print.mlma |
| Print "mlma.boot" Object | print.mlma.boot |
| Simulated 1-1-1 Data set | sim.111 |
| Simulated 2-1-1 Data | sim.211 |
| Summary of "mlma" Object | print.summary.mlma summary.mlma |
| Summary of "mlma.boot" Object | print.summary.mlma.boot summary.mlma.boot |
