Package edu.cmu.tetrad.algcomparison.independence

Interface IndependenceWrapper

All Superinterfaces:
HasParameters, Serializable, TetradSerializable
All Known Implementing Classes:
BDeuTest, CciLingamTest, CciTest, ChiSquare, Codec, ConditionalGaussianLRT, DegenerateGaussianLRT, DiscreteBicTest, DSeparationTest, FisherZ, GSquare, Kci, KimEtAlScoreTests, MagSemBicTest, MNLRLRT, MultinomialLogisticRegressionWald, MVPLRT, PositiveCorr, ProbabilisticTest, SemBicDTest, SemBicTest, TeyssierTest
public interface IndependenceWrapper extends HasParameters, TetradSerializable
Interface that algorithm must implement.
Author:
jdramsey

  • Field Details

  • 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.