Bayesian Package for Network Changepoint Analysis

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Documentation for package ‘NetworkChange’ version 0.8

• DESCRIPTION file.

Help Pages

BreakDiagnostic	Detect a break number using different metrics
BreakPointLoss	Compute the Average Loss of Hidden State Changes from Expected Break Points
drawPostAnalysis	Plot of latent node cluster
drawRegimeRaw	Plot of network by hidden regime
kmeansU	K-mean clustering of latent node positions
MajorAlly	Major Power Alliance Network (1816 - 2012)
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
NetworkChangeRobust	Changepoint analysis of a degree-corrected multilinear tensor model with t-distributed error
NetworkStatic	Degree-corrected multilinear tensor model
plotContour	Contour plot of latent node positions
plotnetarray	Plot of network array data
plotU	Plot of latent node positions
plotV	Plot of layer-specific network generation rules.
PostwarAlly	Postwar Alliance Network (1846 - 2012)
startS	Sample a starting value of hidden states
startUV	Starting values of U and V
ULUstateSample	Hidden State Sampler
ULUstateSample.mpfr	Hidden State Sampler with precision
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