Class BasisFunctionBicScoreTabular

java.lang.Object
edu.cmu.tetrad.algcomparison.score.BasisFunctionBicScoreTabular
All Implemented Interfaces:
ScoreWrapper, HasParameters, TetradSerializable, Serializable
public class BasisFunctionBicScoreTabular extends Object implements ScoreWrapper
Wrapper for the full-sample (tabular) Basis Function BIC Score, delegating to BasisFunctionBicScoreFullSample. Unlike the covariance-based BasisFunctionBicScore wrapper, this version computes each regression on the full sample rather than from a covariance matrix.

This wrapper intentionally carries no @Score annotation, so it does not appear in the interface's score dropdown; it exists for programmatic use, in particular py-tetrad's use_basis_function_bic_fs, which instantiates it by this class name.

Version:
$Id: $Id
Author:
josephramsey, bryanandrews
See Also:

  • Constructor Details

    • BasisFunctionBicScoreTabular

      public BasisFunctionBicScoreTabular()
      Initializes a new instance of the BasisFunctionBicScoreTabular wrapper.

  • Method Details

    • getScore

      public Score getScore(DataModel dataSet, Parameters parameters)
      Returns true, iff x and y are independent, conditional on z for the given data set.
      Specified by:
      getScore in interface ScoreWrapper
      Parameters:
      dataSet - The data set to test independence against.
      parameters - The parameters of the test.
      Returns:
      True iff independence holds.

    • getDescription

      public String getDescription()
      Returns a short of this independence test.
      Specified by:
      getDescription in interface ScoreWrapper
      Returns:
      This description.

    • getDataType

      public DataType getDataType()
      Returns the data type that the search requires, whether continuous, discrete, or mixed.
      Specified by:
      getDataType in interface ScoreWrapper
      Returns:
      This type.

    • getParameters

      public List<String> getParameters()
      Returns the parameters that this search uses.
      Specified by:
      getParameters in interface HasParameters
      Specified by:
      getParameters in interface ScoreWrapper
      Returns:
      A list for String names of parameters.

    • getVariable

      public Node getVariable(String name)
      Returns the variable with the given name.
      Specified by:
      getVariable in interface ScoreWrapper
      Parameters:
      name - the name.
      Returns:
      the variable.