Class MvpLikelihood

java.lang.Object
edu.cmu.tetrad.search.score.MvpLikelihood

public class MvpLikelihood extends Object

Calculates Mixed Variables Polynomial likelihood. The reference is here:

Andrews, B., Ramsey, J., & Cooper, G. F. (2018). Scoring Bayesian networks of mixed variables. International journal of data science and analytics, 6, 3-18.

Author:
Bryan Andrews
  • Constructor Details

    • MvpLikelihood

      public MvpLikelihood(DataSet dataSet, double structurePrior, int fDegree, boolean discretize)
  • Method Details

    • getLik

      public double getLik(int child_index, int[] parents)
    • getDoF

      public double getDoF(int child_index, int[] parents)
    • getStructurePrior

      public double getStructurePrior(int k)
    • getEBICprior

      public double getEBICprior()