ghypernet: Fit and Simulate Generalised Hypergeometric Ensembles of Graphs

Provides functions for model fitting and selection of generalised hypergeometric ensembles of random graphs (gHypEG). To learn how to use it, check the vignettes for a quick tutorial. Please reference its use as Casiraghi, G., Nanumyan, V. (2019) <doi:10.5281/zenodo.2555300> together with those relevant references from the one listed below. The package is based on the research developed at the Chair of Systems Design, ETH Zurich. Casiraghi, G., Nanumyan, V., Scholtes, I., Schweitzer, F. (2016) <doi:10.48550/arXiv.1607.02441>. Casiraghi, G., Nanumyan, V., Scholtes, I., Schweitzer, F. (2017) <doi:10.1007/978-3-319-67256-4_11>. Casiraghi, G., (2017) <doi:10.48550/arXiv.1702.02048> Brandenberger, L., Casiraghi, G., Nanumyan, V., Schweitzer, F. (2019) <doi:10.1145/3341161.3342926> Casiraghi, G. (2019) <doi:10.1007/s41109-019-0241-1>. Casiraghi, G., Nanumyan, V. (2021) <doi:10.1038/s41598-021-92519-y>. Casiraghi, G. (2021) <doi:10.1088/2632-072X/ac0493>.

Version: 1.1.0
Depends: R (≥ 3.0)
Imports: pbmcapply, plyr, numbers, purrr, extraDistr, dplyr, rlang, reshape2, rootSolve, methods, texreg
Suggests: BiasedUrn, igraph, knitr, rmarkdown, ggplot2, ggraph, testthat (≥ 3.0.0)
Published: 2021-10-15
DOI: 10.32614/CRAN.package.ghypernet
Author: Giona Casiraghi ORCID iD [aut, cre], Vahan Nanumyan ORCID iD [aut], Laurence Brandenberger [ctb], Giacomo Vaccario [ctb]
Maintainer: Giona Casiraghi <giona at>
License: AGPL-3
NeedsCompilation: no
Language: en-GB
Materials: README NEWS
CRAN checks: ghypernet results


Reference manual: ghypernet.pdf
Vignettes: Finding Significant Links with gHypEGs
An introduction to generalized hypergeometric ensembles (gHypEG) regressions.
ghypernet Tutorial


Package source: ghypernet_1.1.0.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
macOS binaries: r-release (arm64): ghypernet_1.1.0.tgz, r-oldrel (arm64): ghypernet_1.1.0.tgz, r-release (x86_64): ghypernet_1.1.0.tgz, r-oldrel (x86_64): ghypernet_1.1.0.tgz
Old sources: ghypernet archive


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