Collapsed Latent Position Cluster Model for Social Networks
Specify parameters determining the collapsed LPCM model and MCMC fitti...
Fit a latent position cluster network model with model search
Make a summary plot of a collpcm run
Correct samples of label vectors for label switching.
Plotting a collpcm object
Print a collpcm object
Summarize a collpcm object
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>.