PCBN (version 0.1.1)

PCBN_PDF: PDF of a PCBN model

Description

This function computes the Probability Density Function of a PCBN model.

Usage

PCBN_PDF(PCBN, newdata)

Value

the probability density at newdata.

Arguments

PCBN

PCBN object

newdata

new data on which the PDF should be computed

Details

This is a wrapper to logLik.PCBN.

Examples

DAG = create_empty_DAG(3)
DAG = bnlearn::set.arc(DAG, 'U1', 'U3')
DAG = bnlearn::set.arc(DAG, 'U2', 'U3')

order_hash = r2r::hashmap()
order_hash[['U3']] = c("U1", "U2")

fam = matrix(c(0, 0, 1,
               0, 0, 1,
               0, 0, 0), byrow = TRUE, ncol = 3)
tau = 0.2 * fam

my_PCBN = new_PCBN(
  DAG, order_hash,
  copula_mat = list(tau = tau, fam = fam))

mydata = PCBN_sim(my_PCBN, N = 10)

PCBN_PDF(my_PCBN, mydata)