Bayesian Package for Network Changepoint Analysis

Documentation for package ‘NetworkChange’ version 0.3

MakeBlockNetworkChange	Build a synthetic block-structured temporal data with breaks
MarginalCompare	Compare Log Marginal Likelihood
multiplot	Printing multiple ggplots in oone file
NetworkChange	Changepoint analysis of a degree-corrected multilinear tensor model
NetworkStatic	Degree-corrected multilinear tensor model
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
ULUstateSample	Hidden State Sampler
updateb	Update time-constant regression parameters
updatebm	Update regime-changing regression parameters
updateP	Update transition matrix
updateS	Update latent states
updates2m	Update regime-specific variance
updateU	Update time-constant latent node positions
updateUm	Regime-specific latent node positions
updateV	Update layer specific network generation rules
updateVm	Update V from a change-point network process
WaicCompare	Compare WAIC