netEM_unilayer function

Returns the EM object for unilayer network

netEM_unilayer(
  x,
  K,
  eps,
  num_rand_start,
  num_run_smallEM,
  max_itr_smallEM,
  burn,
  MCMC_itr,
  sigma_mult,
  alpha
)

Arguments

• x: multiple network
• K: number of clusters
• 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
• alpha: seed provided by the user

Returns

EM object