Package edu.cmu.tetrad.algcomparison.independence

Class Kci

java.lang.Object

edu.cmu.tetrad.algcomparison.independence.Kci

All Implemented Interfaces:

IndependenceWrapper, HasParameters, TetradSerializable, Serializable

@TestOfIndependence(name="KCI-Test (Kernel Conditional Independence Test)",
                    command="kci-test",
                    dataType=Continuous)
@General
public class Kci
extends Object
implements IndependenceWrapper

Wrapper for KCI test.

Author:

josephramsey

See Also:

• Serialized Form

Constructor Summary

Constructors

Constructor	Description
Kci()

Method Summary

Modifier and Type	Method	Description
DataType	getDataType()	Returns the data type of the test, which is continuous.
String	getDescription()	Returns the name of the test.
List<String>	getParameters()	Returns the parameters of the test.
IndependenceTest	getTest(DataModel dataSet, Parameters parameters)	Returns a KCI test.

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Details

Kci

public Kci()

Method Details

getTest

public IndependenceTest getTest(DataModel dataSet,
 Parameters parameters)

Returns a KCI test.

Specified by:

getTest in interface IndependenceWrapper

Parameters:

dataSet - The data set to test independence against.

parameters - The paramters of the test.

Returns:

A KCI test.

getDescription

public String getDescription()

Returns the name of the test.

Specified by:

getDescription in interface IndependenceWrapper

Returns:

The name of the test.

getDataType

public DataType getDataType()

Returns the data type of the test, which is continuous.

Specified by:

getDataType in interface IndependenceWrapper

Returns:

The data type of the test, which is continuous.

See Also:

• DataType

getParameters

public List<String> getParameters()

Returns the parameters of the test.

Specified by:

getParameters in interface HasParameters

Specified by:

getParameters in interface IndependenceWrapper

Returns:

The parameters of the test.