docs.javahelp.manual.boxes.search.sem_bic.html Maven / Gradle / Ivy
Scores: SEM BIC
Score: SEM BIC
Calculates a linear, Gaussian BIC score score for continuous variables.
The score decomposes for a DAG into the sum of the BIC scores for each
variable given its parents. The child is regressed onto its parents and
a residual calculated. The likelihood is calculated as function of the
standard deviation of this residual. The usual BIC penalty is multipled
by a constant c which we call the 'penalty discount'. This parameter
controls for the sparsity of the output.
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