R: Bayesian Package for Network Changepoint Analysis

# Bayesian Package for Network Changepoint Analysis

## Documentation for package ‘NetworkChange’ version 1.1.0

- 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 one file (DEPRECATED)
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)
scale_color_networkchange | NetworkChange Discrete Color Scale
scale_color_networkchange_c | NetworkChange Continuous Color Scale
scale_fill_networkchange | NetworkChange Discrete Fill Scale
startS | Sample a starting value of hidden states
startUV | Starting values of U and V
theme_networkchange | NetworkChange ggplot2 Theme
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