BIC score

Calculate the local score with Bayesian Information Criterion (BIC [1]) for the linear Gaussian case.

Usage

from causallearn.score.LocalScoreFunction import local_score_BIC
score = local_score_BIC(Data, i, PAi, parameters)

Data: (sample, features).

i: current index.

PAi: parent indexes.

parameters: None.

score: Local BIC score.