Package edu.cmu.tetrad.algcomparison.independence

Class SemBicTest

java.lang.Object

edu.cmu.tetrad.algcomparison.independence.SemBicTest

All Implemented Interfaces:

IndependenceWrapper, HasParameters, TetradSerializable, Serializable

@TestOfIndependence(name="SEM BIC Test",
                    command="sem-bic-test",
                    dataType={Continuous,Covariance})
@LinearGaussian
public class SemBicTest
extends Object
implements IndependenceWrapper

The SemBicTest class implements the IndependenceWrapper interface and represents a test for independence based on SEM BIC algorithm. It is annotated with the TestOfIndependence and LinearGaussian annotations.

See Also:

• Serialized Form

Constructor Summary

Constructors

Constructor	Description
SemBicTest()	Constructs a new instance of the SEM BIC test.

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 description of the test.
List<String>	getParameters()	Retrieves the parameters required for the SEM BIC test.
IndependenceTest	getTest(DataModel dataSet, Parameters parameters)	Returns an instance of IndependenceTest for the SEM BIC test.

Methods inherited from class java.lang.Object

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

Constructor Details

SemBicTest

public SemBicTest()

Constructs a new instance of the SEM BIC test.

Method Details

getTest

public IndependenceTest getTest(DataModel dataSet,
 Parameters parameters)

Returns an instance of IndependenceTest for the SEM BIC test.

Specified by:

getTest in interface IndependenceWrapper

Parameters:

dataSet - The data set to test independence against.

parameters - The parameters of the test.

Returns:

An instance of IndependenceTest for the SEM BIC test.

getDescription

public String getDescription()

Returns a short description of the test.

Specified by:

getDescription in interface IndependenceWrapper

Returns:

A short description of the test.

getDataType

public DataType getDataType()

Returns the data type that the search requires, whether continuous, discrete, or mixed.

Specified by:

getDataType in interface IndependenceWrapper

Returns:

The data type required for the search.

getParameters

public List<String> getParameters()

Retrieves the parameters required for the SEM BIC test.

Specified by:

getParameters in interface HasParameters

Specified by:

getParameters in interface IndependenceWrapper

Returns:

A list of strings representing the parameters required for the SEM BIC test.