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-4.7)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✨
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'))

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.

3.84 score 1 stars 69 scripts 255 downloads 16 mentions 13 exports 76 dependencies

Last updated from:82840561e8. Checks:9 OK. Indexed: yes.

Target	Result	Time
linux-devel-x86_64	OK	182
source / vignettes	OK	224
linux-release-x86_64	OK	178
macos-release-arm64	OK	134
macos-oldrel-arm64	OK	136
windows-devel	OK	116
windows-release	OK	138
windows-oldrel	OK	137
wasm-release	OK	124

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 farver forecast Formula fracdiff generics ggplot2 glue gplots gtable gtools isoband KernSmooth labeling lattice lifecycle lme4 lmtest magrittr MASS Matrix MatrixModels mgcv microbenchmark minqa modelr nlme nloptr nnet numDeriv pbkrtest pillar pkgconfig purrr quantreg R6 rbibutils RColorBrewer Rcpp RcppArmadillo RcppEigen Rdpack reformulas rlang S7 scales SparseM stringi stringr survival tibble tidyr tidyselect timeDate urca utf8 vctrs viridisLite withr zoo

Examples for Multilevel Mediation Analysis

Qingzhao Yu and Bin Li

Rendered fromMLMAvignette.Rmdusingknitr::rmarkdownon May 08 2026.

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