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
The package can be installed from GitHub:
library("devtools")
install_github("SachaEpskamp/psychonetrics")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
Please report bugs and feature requests at https://github.com/SachaEpskamp/psychonetrics/issues.