NetworkChange

Detect a break number using different metrics

Compute the Average Loss of Hidden State Changes from Expected Break Points

Major Power Alliance Network (1816 - 2012)

Build a synthetic block-structured temporal data with breaks

Compare Log Marginal Likelihood

Changepoint analysis of a degree-corrected multilinear tensor model

Changepoint analysis of a degree-corrected multilinear tensor model with t-distributed error

Degree-corrected multilinear tensor model

Postwar Alliance Network (1846 - 2012)

Hidden State Sampler

Compare WAIC

Plot of latent node cluster

Plot of network by hidden regime

K-mean clustering of latent node positions

Printing multiple ggplots in oone file

Contour plot of latent node positions

Plot of latent node positions

Plot of layer-specific network generation rules.

Plot of network array data

Sample a starting value of hidden states

Starting values of U and V

Update transition matrix

Update latent states

Update time-constant latent node positions

Regime-specific latent node positions

Update layer specific network generation rules

Update V from a change-point network process

Update time-constant regression parameters

Update regime-changing regression parameters

Update regime-specific variance