CRAN/E | ghypernet

ghypernet

Fit and Simulate Generalised Hypergeometric Ensembles of Graphs

Installation

About

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) . Casiraghi, G., Nanumyan, V., Scholtes, I., Schweitzer, F. (2017) doi:10.1007/978-3-319-67256-4_11. Casiraghi, G., (2017) 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.

ghyper.net

Key Metrics

Version 1.1.0
R ≥ 3.0
Published 2021-10-15 924 days ago
Needs compilation? no
License AGPL-3
CRAN checks ghypernet results
Language en-GB

Downloads

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Maintainer

Maintainer

Giona Casiraghi

giona@ethz.ch

Authors

Giona Casiraghi

aut / cre

Vahan Nanumyan

aut

Laurence Brandenberger

ctb

Giacomo Vaccario

ctb

Material

README
NEWS
Reference manual
Package source

Vignettes

Finding Significant Links with gHypEGs
An introduction to generalized hypergeometric ensembles (gHypEG) regressions.
ghypernet Tutorial

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

ghypernet archive

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