dynsbm (version 0.7)

Dynamic Stochastic Block Models

Description

Dynamic stochastic block model that combines a stochastic block model (SBM) for its static part with independent Markov chains for the evolution of the nodes groups through time, developed in Matias and Miele (2016) .

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Version

Install

install.packages('dynsbm')

Monthly Downloads

612

Version

0.7

License

GPL-3

Maintainer

Vincent Miele

Last Published

February 28th, 2020

Functions in dynsbm (0.7)

antsMersch

Dynamic contact network of ants

select.dynsbm

Dynamic stochastic block model estimation for different number of groups.

adjacency.plot

Heatmap plot of the reorganized adjacency matrices associated to a dynamic stochastic block model.

simdataT5Q4N40binary

Dataset generated by a dynamic stochastic block model - binary case

foodwebWoodward

Broadstone Stream seasonal food webs

alluvial.plot

Alluvial plot showing the dynamics of the group memberships associated to a dynamic stochastic block model.

dynsbm-package

Dynamic stochastic block model estimation

simdataT5Q4N40discrete

Dataset generated by a dynamic stochastic block model - discrete case

simdataT5Q4N40continuous

Dataset generated by a dynamic stochastic block model - continuous case

sociopatternsPC2011

High school dynamic contact networks in the PC class in 2011 - Sociopatterns collaboration

connectivity.plot

Plot the connectivity characteristics between groups associated to a dynamic stochastic block model.