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:Qingzhao Yu, Bin Li

mlma_6.3-1.tar.gz
mlma_6.3-1.zip(r-4.5)mlma_6.3-1.zip(r-4.4)mlma_6.3-1.zip(r-4.3)
mlma_6.3-1.tgz(r-4.4-any)mlma_6.3-1.tgz(r-4.3-any)
mlma_6.3-1.tar.gz(r-4.5-noble)mlma_6.3-1.tar.gz(r-4.4-noble)
mlma_6.3-1.tgz(r-4.4-emscripten)mlma_6.3-1.tgz(r-4.3-emscripten)
mlma.pdf |mlma.html✨
mlma/json (API)

# Install 'mlma' in R:

install.packages('mlma', repos = c('https://qingzhaoyu.r-universe.dev', 'https://cloud.r-project.org'))

Datasets:

sim.111 - Simulated 1-1-1 Data set
sim.211 - Simulated 2-1-1 Data

On CRAN:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

3.81 score 1 stars 65 scripts 378 downloads 16 mentions 13 exports 67 dependencies

Last updated 1 years agofrom:82840561e8. Checks:OK: 7. Indexed: yes.

Target	Result	Date
Doc / Vignettes	OK	Nov 22 2024
R-4.5-win	OK	Nov 22 2024
R-4.5-linux	OK	Nov 22 2024
R-4.4-win	OK	Nov 22 2024
R-4.4-mac	OK	Nov 22 2024
R-4.3-win	OK	Nov 22 2024
R-4.3-mac	OK	Nov 22 2024

Exports:boot.mlma data.org joint.effect mlma plot.mlma plot.mlma.boot print.joint.effect print.mlma print.mlma.boot print.summary.mlma print.summary.mlma.boot summary.mlma summary.mlma.boot

Dependencies:abind backports bdsmatrix bitops boot broom car carData caTools cli colorspace cowplot coxme cpp11 Deriv doBy dplyr fansi farver Formula generics ggplot2 glue gplots gtable gtools isoband KernSmooth labeling lattice lifecycle lme4 magrittr MASS Matrix MatrixModels mgcv microbenchmark minqa modelr munsell nlme nloptr nnet numDeriv pbkrtest pillar pkgconfig purrr quantreg R6 RColorBrewer Rcpp RcppEigen rlang scales SparseM stringi stringr survival tibble tidyr tidyselect utf8 vctrs viridisLite withr

Examples for Multilevel Mediation Analysis

Qingzhao Yu and Bin Li

Rendered fromMLMAvignette.Rmdusingknitr::rmarkdownon Nov 22 2024.

Last update: 2022-05-16
Started: 2020-05-08

Citation

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