Degree-corrected multilinear tensor model
Compare Log Marginal Likelihood
Detect a break number using different metrics
Major Power Alliance Network (1816 - 2012)
Changepoint analysis of a degree-corrected multilinear tensor model
Changepoint analysis of a degree-corrected multilinear tensor model with t-distributed error
Compute the Average Loss of Hidden State Changes from Expected Break Points
Build a synthetic block-structured temporal data with breaks
Contour plot of latent node positions
Postwar Alliance Network (1846 - 2012)
Hidden State Sampler
Plot of network array data
Plot of layer-specific network generation rules.
Regime-specific latent node positions
Update regime-specific variance
Update time-constant latent node positions
Plot of latent node cluster
Sample a starting value of hidden states
Plot of network by hidden regime
Starting values of U and V
Hidden State Sampler with precision
Update time-constant regression parameters
Plot of latent node positions
K-mean clustering of latent node positions
Update regime-changing regression parameters
Printing multiple ggplots in oone file
Update layer specific network generation rules
Update transition matrix
Compare WAIC
Update latent states
Update V from a change-point network process