Bayesian Package for Network Changepoint Analysis

Documentation for package ‘NetworkChange’ version 0.1

MakeBlockNetworkChange	Build a synthetic block-structured temporal data with breaks
MarginalCompare	Compare log marginal likelihoods
multiplot	Printing multiple ggplots in oone file
NetworkChange	Changepoint analysis of a degree-corrected multilinear tensor model
NetworkStatic	A degree-corrected multilinear tensor decomposition
plotContour	Contour plot of latent node positions
plotU	Plot of latent node positions
plotV	Plot of layer-specific network generation rules.
startS	Sample a starting value of hidden states
startUV	Starting values of U and V
updateb	Update time-constant beta.
updatebm	Update regime-changing beta
updateP	Update P.
updateS	Update latent states.
updates2m	Update regime-changing regression variances.
updateU	Update time-constant latent node positions.
updateUm	Update regime-changing latent node positions.
updateV	Update layer specific network generation rules
updateVm	Update V from a change-point network process
WaicCompare	Compare WAIC