collpcm: Collapsed Latent Position Cluster Model for Social Networks

Markov chain Monte Carlo based inference routines for collapsed latent position cluster models or social networks, which includes searches over the model space (number of clusters in the latent position cluster model). The label switching algorithm used is that of Nobile and Fearnside (2007) <doi:10.1007/s11222-006-9014-7> which relies on the algorithm of Carpaneto and Toth (1980) <doi:10.1145/355873.355883>.

Getting started

Package details

AuthorJason Wyse [aut, cre], Caitriona Ryan [aut], Nial Friel [ths]
MaintainerJason Wyse <wyseja@tcd.ie>
LicenseGPL-3
Version1.2
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("collpcm")

Try the collpcm package in your browser

Any scripts or data that you put into this service are public.

collpcm documentation built on July 14, 2021, 1:05 a.m.