tauKmeansSbm function

k-means for SBM

tauKmeansSbm(statistics, n, Q, directed)

Arguments

• statistics: Statistics matrix $N_{ijk}$, counting the events for the nodes pair $(i,j)$ during the subinterval $k$
• n: Total number of nodes $n$
• Q: Total number of groups $Q$
• directed: Boolean for directed (TRUE) or undirected (FALSE) case

Returns

Initial values for $\tau$

Examples

n <- 50
Q <- 3

Dmax <- 2^3

Nijk <- statistics(generated_Q3$data,n,Dmax,directed=FALSE)

tau <- tauKmeansSbm(Nijk,n,Q,FALSE)