psychonetrics

Structural Equation Modeling and Confirmatory Network Analysis

The psychonetrics R package provides a comprehensive framework for multi-group structural equation modeling (SEM) combined with confirmatory network analysis. It supports cross-sectional, time-series, and panel data through maximum likelihood estimation with core computations in C++ for fast performance.

Website: https://psychonetrics.org

Installation

The package can be installed from GitHub:

library("devtools")
# install_github("SachaEpskamp/psychonetrics")
install.packages("psychonetrics", repos = c('https://sachaepskamp.r-universe.dev', 'https://cloud.r-project.org'))

Key References

Epskamp, S. (2024). psychonetrics: Structural Equation Modeling and Confirmatory Network Analysis. R package. doi:10.31234/osf.io/8ha93

Epskamp, S., Rhemtulla, M.T., & Borsboom, D. (2017). Generalized Network Psychometrics: Combining Network and Latent Variable Models. Psychometrika, 82(4), 904-927. doi:10.1007/s11336-017-9557-x

Bug Reports

Please report bugs and feature requests at https://github.com/SachaEpskamp/psychonetrics/issues.