Visualize pairwise propensity distribution

Source: R/visualize_propensity_dist.R

Investigate the results of cluster stability from MCMC sweeps. Shows the empirical CDF of the pairwise probability/proportion of two nodes residing in the same block over the given MCMC sweeps.

visualize_propensity_dist(sbm)

Arguments

sbm

Object of class sbm_network.

Value

GGplot2 plot containing ECDF of the pairwise propensities of residing in same block for MCMC sweeps.

Details

sbmR::mcmc_sweep(sbm, track_pairs = TRUE, ...) must be run on object before this function.

See also

Other visualizations: visualize_collapse_results(), visualize_mcmc_trace(), visualize_network(), visualize_propensity_network()

Examples


# Simulate a model
net <- sim_basic_block_network(n_blocks = 3, n_nodes_per_block = 25) %>%
  initialize_blocks(3) %>%
  mcmc_sweep(num_sweeps = 75, track_pairs = TRUE)

# Plot results
visualize_propensity_dist(net)