taurhoInitial function

Sparse setup - $\rho$ parameter

taurhoInitial(tau, data, n, Q, directed = TRUE)

Arguments

• tau: $\tau$
• data: Data : only needs the $N_{ijk}$ field of data
• n: Total number of nodes
• Q: Total number of groups
• directed: Boolean for directed (TRUE) or undirected (FALSE) case

Returns

Both $\tau$ and $\rho$.

Examples

# Generate first initial tau for generated_Q3 data

n <- 50
Dmax <- 2^3
Q <- 3
d_part <- 1 # less than 3 (owing to Dmax)
n_perturb <- 2
perc_perturb <- 0.2
n_random <- 1
directed <- FALSE

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

tau <- tauInitial(data,n,Q,d_part,n_perturb,perc_perturb,n_random,directed)

taurho <- taurhoInitial(tau[[1]],data,n,Q,directed=FALSE)