README.md
In vankesteren/cmfilter: Coordinate-Wise Mediation Filter
Coordinate-wise Mediation Filter
Description
An R package for simultaneous discovery of multiple mediators in an x → M → y system using Coordinate-wise Mediation Filtering.
Keywords: high-dimensional data, feature selection, structural equation modeling, mediation analysis
Installation
The package can be installed from the r-universe:
# Enable repository from vankesteren
options(repos = c(
vankesteren = "https://vankesteren.r-universe.dev",
CRAN = "https://cloud.r-project.org"
))
# Download and install cmfilter in R
install.packages("cmfilter")
To install the development version of cmfilter, run
devtools::install_github("vankesteren/cmfilter@devel")
Usage
The built-in documentation (run help(cmf)) gives information on how to use this package.
Citation
van Kesteren, E. J., & Oberski, D. L. (2019). Exploratory mediation analysis with many potential mediators. Structural Equation Modeling: A Multidisciplinary Journal, 26(5), 710-723.
vankesteren/cmfilter documentation built on April 6, 2023, 3:40 a.m.
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Coordinate-wise Mediation Filter
Description
An R package for simultaneous discovery of multiple mediators in an x → M → y system using Coordinate-wise Mediation Filtering.
Keywords: high-dimensional data, feature selection, structural equation modeling, mediation analysis
Installation
The package can be installed from the r-universe:
# Enable repository from vankesteren
options(repos = c(
vankesteren = "https://vankesteren.r-universe.dev",
CRAN = "https://cloud.r-project.org"
))
# Download and install cmfilter in R
install.packages("cmfilter")
To install the development version of cmfilter, run
devtools::install_github("vankesteren/cmfilter@devel")
Usage
The built-in documentation (run help(cmf)) gives information on how to use this package.
Citation
van Kesteren, E. J., & Oberski, D. L. (2019). Exploratory mediation analysis with many potential mediators. Structural Equation Modeling: A Multidisciplinary Journal, 26(5), 710-723.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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