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)
Parameters
Data: (sample, features).
i: current index.
PAi: parent indexes.
parameters: None.
Returns
score: Local BIC score.
- 1
Schwarz, G. (1978). Estimating the dimension of a model. The annals of statistics, 461-464.