rMSBM: Simulate data from the mimiSBM generative model.

In mimiSBM: Mixture of Multilayer Integrator Stochastic Block Models

Simulate data from the mimiSBM generative model.

Description

Simulate data from the mimiSBM generative model.

Usage

rMSBM(N, V, alpha_klq, pi_k, rho, sorted = TRUE, p_switch = NULL)

Arguments

N	Number of individuals.
V	Number of views.
alpha_klq	array of component-connection probability (K,K,Q).
pi_k	Vector of proportions of individuals across clusters.
rho	Vector of proportion of views across components.
sorted	Boolean for simulation reordering (clusters and components membership).
p_switch	probability of label-switching, if NULL no perturbation between true clustering and the connectivity of individuals.

Value

list with the parameters of the simulation ($params), and the simulations ($simulation).

mimiSBM documentation built on May 29, 2024, 2:48 a.m.