Package edu.cmu.tetrad.algcomparison.score

Class ZhangShenBoundScore

java.lang.Object
edu.cmu.tetrad.algcomparison.score.ZhangShenBoundScore
All Implemented Interfaces:
ScoreWrapper, HasParameters, TetradSerializable, Serializable
@Score(name="ZS Bound Score", command="zsbound-score", dataType={Continuous,Covariance}) @LinearGaussian public class ZhangShenBoundScore extends Object implements ScoreWrapper
Wrapper for linear, Gaussian Extended BIC score (Chen and Chen).
Version:
$Id: $Id
Author:
josephramsey
See Also:

  • Constructor Details

    • ZhangShenBoundScore

      public ZhangShenBoundScore()
      This class represents the constructor for the ZhangShenBoundScore class. It is used to create an instance of the ZhangShenBoundScore class.

  • Method Details

    • getScore

      public Score getScore(DataModel dataSet, Parameters parameters)
      Calculates the score based on the given data set and parameters.
      Specified by:
      getScore in interface ScoreWrapper
      Parameters:
      dataSet - The data set to test independence against.
      parameters - The parameters of the test.
      Returns:
      The calculated score.
      Throws:
      IllegalArgumentException - If the data set is neither a dataset nor a covariance matrix.

    • getDescription

      public String getDescription()
      Returns the description of the Zhang-Shen Bound Score.
      Specified by:
      getDescription in interface ScoreWrapper
      Returns:
      the description of the score

    • getDataType

      public DataType getDataType()
      Returns the data type of the score.
      Specified by:
      getDataType in interface ScoreWrapper
      Returns:
      the data type of the score

    • getParameters

      public List<String> getParameters()
      Returns the list of parameters required for the Zhang-Shen Bound Score.
      Specified by:
      getParameters in interface HasParameters
      Specified by:
      getParameters in interface ScoreWrapper
      Returns:
      The list of parameters required for the score.

    • getVariable

      public Node getVariable(String name)
      Retrieves the variable with the given name from the data set.
      Specified by:
      getVariable in interface ScoreWrapper
      Parameters:
      name - the name of the variable to retrieve.
      Returns:
      the variable as a Node object.