Learn R Programming

sbm

The goal of the package sbm is to regroup into a unique framework tools for estimating and manipulating variants of the stochastic blockmodel.

Installation

The last stable version is available on CRAN with:

install.packages("sbm")

You can install the development version from GitHub with:

# install.packages("devtools")
devtools::install_github("GrossSBM/sbm")

Copy Link

Version

Install

install.packages('sbm')

Monthly Downloads

617

Version

0.4.7

License

GPL (>= 3)

Maintainer

Julien Chiquet

Last Published

September 16th, 2024

Functions in sbm (0.4.7)

is_SBM

Auxiliary function to check the given class of an object
%>%

Pipe operator
estimateMultiplexSBM

Estimation for Multiplex SBM
estimateBipartiteSBM

Estimation of Bipartite SBMs
multipartiteEcologicalNetwork

Ecological multipartite interaction network
fitted.SBM

Extract model fitted values
fungusTreeNetwork

fungus-tree interaction network
estimateMultipartiteSBM

Estimation for multipartite SBM
plot.SBM

SBM Plot
plotMyMultipartiteMatrix

Plot the matrices corresponding to a Multipartite Network
plotMyMultiplexMatrix

Plot the matrices corresponding to a Multiplex Network
sampleMultipartiteSBM

Sampling of Multipartite SBMs
sampleMultiplexSBM

Sampling of Multiplex SBMs
plotAlluvial

Plot an alluvial plot between clusterings
plotMyMatrix

Plot an adjacency or incidence Matrix
estimateSimpleSBM

Estimation of Simple SBMs
sbm-package

sbm: Stochastic Blockmodels
sampleSimpleSBM

Sampling of Simple SBMs
sampleBipartiteSBM

Sampling of Bipartite SBMs
predict.SBM

Model Predictions
war

War data set
SBM

R6 virtual class for SBM representation (mother class of SimpleSBM, BipartiteSBM, MultipartiteSBM)
SimpleSBM_fit

R6 Class definition of a Simple SBM fit
MultipartiteSBM_fit

R6 Class definition of a Multipartite SBM fit
MultipartiteSBM

R6 Class definition of a Multipartite SBM
coef.SBM

Extract model coefficients
BipartiteSBM

R6 class for Bipartite SBM
BipartiteSBM_fit

R6 Class definition of an Bipartite SBM fit
MultiplexSBM_fit

R6 Class definition of a Multiplex SBM fit
SimpleSBM

R6 class for Simple SBM
defineSBM

Define a network