sampleData {clustNet}

sampleData

Description

Sample binary data from different Bayes nets

Usage

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

Value

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)