Package edu.cmu.tetrad.algcomparison.independence

Interface IndependenceWrapper

All Superinterfaces:
HasParameters, Serializable, TetradSerializable
All Known Subinterfaces:
BlockIndependenceWrapper
All Known Implementing Classes:
BasisFunctionBlocksIndTest, BasisFunctionLrt, BlocksIndTest, BlocksIndTestLemma10, BlocksIndTestTs, CciTest, ChiSquare, ConditionalGaussianLrt, DegenerateGaussianLrt, DgBicTest, FisherZ, Gin, GSquare, Kci, MSeparationTest, MultinomialLogisticRegressionWald, Mvplrt, PoissonBicTest, ProbabilisticTest, RankIndependenceTestLemma10Singletons, RankIndependenceTestTs, RankIndependenceTestTsSingletons, RankIndependenceTestWilkesSingletons, Rcit, SemBicTest
public interface IndependenceWrapper extends HasParameters, TetradSerializable
Interface that algorithm must implement.
Version:
$Id: $Id
Author:
josephramsey

  • Field Summary

    Fields
    Modifier and Type
    Field
    Description
    static final long
    serialVersionUID
    Constant serialVersionUID=23L

  • Method Summary

    Modifier and Type
    Method
    Description
    DataType
    getDataType()
    Returns the data type that the search requires, whether continuous, discrete, or mixed.
    String
    getDescription()
    Returns a short of this independence test.
    List<String>
    getParameters()
    Returns the parameters that this search uses.
    IndependenceTest
    getTest(DataModel dataSet, Parameters parameters)
    Returns true iff x and y are independent conditional on z for the given data set.

  • Field Details

    • serialVersionUID

      static final long serialVersionUID
      Constant serialVersionUID=23L
      See Also:

  • Method Details

    • getTest

      IndependenceTest getTest(DataModel dataSet, Parameters parameters)
      Returns true iff x and y are independent conditional on z for the given data set.
      Parameters:
      dataSet - The data set to test independence against.
      parameters - The paramters of the test.
      Returns:
      True iff independence holds.

    • getDescription

      String getDescription()
      Returns a short of this independence test.
      Returns:
      This description.

    • getDataType

      DataType getDataType()
      Returns the data type that the search requires, whether continuous, discrete, or mixed.
      Returns:
      This type.

    • getParameters

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