CRAN/E | bigergm

bigergm

Fit, Simulate, and Diagnose Hierarchical Exponential-Family Models for Big Networks

Installation

About

A toolbox to analyze and simulate large networks based on hierarchical exponential-family random graph models (HERGMs).'bigergm' implements the estimation for large networks efficiently on large networks building on the 'lighthergm' package. Moreover, the package contains tools for simulating networks with local dependence to assess the estimates' goodness-of-fit.

Key Metrics

Version 1.1.0
R ≥ 3.5.0
Published 2024-02-16 71 days ago
Needs compilation? yes
License GPL-3
CRAN checks bigergm results

Downloads

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Maintainer

Maintainer

Cornelius Fritz

corneliusfritz2010@gmail.com

Authors

Shota Komatsu

aut

Juan Nelson Martínez Dahbura

aut

Takanori Nishida

aut

Angelo Mele

aut

Cornelius Fritz

aut / cre

Michael Schweinberger

aut

Material

Reference manual
Package source

Vignettes

intro-bigergm

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

Windows

r-develnot available

x86_64

r-releasenot available

x86_64

r-oldrelnot available

x86_64

Depends

R ≥ 3.5.0
ergm ≥ 4.5.0
Rcpp

Imports

RcppArmadillo ≥ 0.10.5
network ≥ 1.16.0
Matrix
cachem
tidyr
statnet.common
methods
stringr
intergraph
igraph
parallel
magrittr
purrr
dplyr
tibble
glue
readr
foreach
rlang
doParallel
memoise
reticulate

Suggests

rmarkdown
knitr
testthat
sna

LinkingTo

Rcpp
RcppArmadillo ≥ 0.10.5