The lorelogram package provides functions to explore and graphically describe correlation structures in binary data. The package can be downloaded in R (RCoreTeam 2018) via:

if (!require("devtools")) install.packages("devtools", repos = "http://cran.us.r-project.org", 
                                           dependencies = "Imports")
devtools::install_github("FabiolaIannarilli/lorelogram")
library(lorelogram)

The package’s vignette is available at: https://fabiolaiannarilli.github.io/lorelogram/articles/lorelogram.html (‘Get started’ tab).

Alternatively, to install the package and simultaneously build the vignette, use the following lines of code. This will require several minutes.

if (!require("devtools")) install.packages("devtools", 
                                       repos = "http://cran.us.r-project.org", 
                                       dependencies = "Imports")
devtools::install_github("FabiolaIannarilli/lorelogram", build_vignettes=TRUE) 
library(lorelogram)