sampleData function

sampleData

Sample binary data from different Bayes nets

sampleData(
  k_clust = 3,
  n_vars = 20,
  n_bg = 0,
  n_samples = NULL,
  bgedges = "different",
  equal_cpt_bg = TRUE
)

Arguments

• k_clust: Number of clusters
• n_vars: Number of variables
• n_bg: number of conditioned covariates
• n_samples: number of samples
• bgedges: type of background edges
• equal_cpt_bg: specify if conditional probability table of the background edges is constant across clusters

Returns

sampled binary data

Examples

# sample data
simulation_data <- sampleData(k_clust = 3, n_vars = 15, n_samples = c(200,200,200))
sampled_data <- simulation_data$sampled_data
head(sampled_data)