sbm
type: Item
swMATH work ID: 41955
source code repository: sbm
instance of: R package
software version identifier: 0.4.5
software version identifier: 0.2.0
software version identifier: 0.2.1
software version identifier: 0.2.2
software version identifier: 0.4.1
software version identifier: 0.4.2
software version identifier: 0.4.3
software version identifier: 0.4.4
software version identifier: 0.4.6
maintained by: Julien Chiquet
CRAN project: sbm
programmed in: R
last update: 2024-01-31T00:00:00Z
description: A collection of tools and functions to adjust a variety of stochastic blockmodels (SBM). Supports at the moment Simple, Bipartite, 'Multipartite' and Multiplex SBM (undirected or directed with Bernoulli, Poisson or Gaussian emission laws on the edges, and possibly covariate for Simple and Bipartite SBM). See Léger (2016) <arXiv:1602.07587>, 'Barbillon et al.' (2020) <doi:10.1111/rssa.12193> and 'Bar-Hen et al.' (2020) <arXiv:1807.10138>.
author: Julien Chiquet
author: Pierre Barbillon
author: Sophie Donnet
copyright license: GNU General Public License
imports: alluvial
imports: magrittr
imports: dplyr
imports: purrr
imports: blockmodels
imports: R6
imports: Rcpp
imports: igraph
imports: ggplot2
imports: GREMLINS
imports: stringr
imports: rlang
imports: reshape2
imports: prodlim
cites work: Stochastic Block Models for Multiplex Networks: An Application to a Multilevel Network of Researchers
cites work: Blockmodels: A R-package for estimating in Latent Block Model and Stochastic Block Model, with various probability functions, with or without covariates
cites work: Block models for multipartite networks.Applications in ecology and ethnobiology
MaRDI profile type: Software
depends on software: R
description: Stochastic Blockmodels