SEMgraph

Network Analysis and Causal Learning with Structural Equation Modeling

SEMgraph Estimate networks and causal relations in complex systems through Structural Equation Modeling (SEM). SEMgraph comes with the following functionalities:

Installation

The latest stable version can be installed from CRAN:

install.packages("SEMgraph")

The latest development version can be installed from GitHub:

# install.packages("devtools")
devtools::install_github("fernandoPalluzzi/SEMgraph")

Do not forget to install the SEMdata package too! It contains useful high-throughput sequencing data, reference networks, and pathways for SEMgraph training:

devtools::install_github("fernandoPalluzzi/SEMdata")