netEM_multilayer function

Returns the EM object for multilayer network

netEM_multilayer(
  y,
  K,
  p,
  eps,
  num_rand_start,
  num_run_smallEM,
  max_itr_smallEM,
  burn,
  MCMC_itr,
  sigma_mult,
  psi_mult,
  n,
  alpha
)

Arguments

• y: multiple network
• K: number of clusters
• p: number of layers
• eps: epsilon for convergence
• num_rand_start: number of random starts
• num_run_smallEM: number of runs for small EM
• max_itr_smallEM: maximum number of runs for small EM
• burn: number of runs for burn for Metropolis Hastings
• MCMC_itr: number of runs for Metropolis Hastings iterations
• sigma_mult: scaling multiplier for Sigma matrix
• psi_mult: scaling multiplier for Psi matrix
• n: number of nodes of the network
• alpha: seed provided by the user

Returns

EM object