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semEffect  

Structural Equation Model Effect Analysis and Visualization
View on CRAN: Click here


Download and install semEffect package within the R console
Install from CRAN:
install.packages("semEffect")

Install from Github:
library("remotes")
install_github("cran/semEffect")

Install by package version:
library("remotes")
install_version("semEffect", "1.2.3")



Attach the package and use:
library("semEffect")
Maintained by
Weiping Mei
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-07-04
Latest Update: 2025-07-04
Description:
Provides standardized effect decomposition (direct, indirect, and total effects) for three major structural equation modeling frameworks: 'lavaan', 'piecewiseSEM', and 'plspm'. Automatically handles zero-effect variables, generates publication-ready 'ggplot2' visualizations, and returns both wide-format and long-format effect tables. Supports effect filtering, multi-model object inputs, and customizable visualization parameters. For a general overview of the methods used in this package, see Rosseel (2012) <doi:10.18637/jss.v048.i02> and Lefcheck (2016) <doi:10.1111/2041-210X.12512>.
How to cite:
Weiping Mei (2025). semEffect: Structural Equation Model Effect Analysis and Visualization. R package version 1.2.3, https://cran.r-project.org/web/packages/semEffect. Accessed 12 Sep. 2026.
Previous versions and publish date:
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Full semEffect package functions and examples
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