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networksem: Network Structural Equation Modeling

Several methods have been developed to integrate structural equation modeling techniques with network data analysis to examine the relationship between network and non-network data. Both node-based and edge-based information can be extracted from the network data to be used as observed variables in structural equation modeling. To facilitate the application of these methods, model specification can be performed in the familiar syntax of the 'lavaan' package, ensuring ease of use for researchers. Technical details and examples can be found at <https://bigsem.psychstat.org>.

Version: 0.2
Depends: latentnet
Imports: sna, influential, lavaan, network, igraph, methods
Published: 2025-01-31
DOI: 10.32614/CRAN.package.networksem
Author: Zhiyong Zhang ORCID iD [aut, cre], Ziqian Xu [aut]
Maintainer: Zhiyong Zhang <johnnyzhz at gmail.com>
License: GPL-2 | GPL-3 [expanded from: GPL]
NeedsCompilation: no
CRAN checks: networksem results

Documentation:

Reference manual: networksem.pdf

Downloads:

Package source: networksem_0.2.tar.gz
Windows binaries: r-devel: not available, r-release: not available, r-oldrel: not available
macOS binaries: r-release (arm64): networksem_0.2.tgz, r-oldrel (arm64): not available, r-release (x86_64): networksem_0.2.tgz, r-oldrel (x86_64): not available

Linking:

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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.