Package edu.cmu.tetrad.algcomparison.score

Class ZhangShenBoundScore

java.lang.Object

edu.cmu.tetrad.algcomparison.score.ZhangShenBoundScore

All Implemented Interfaces:

ScoreWrapper, HasParameters, TetradSerializable, Serializable

@Score(name="ZS Bound Score",
       command="zsbound-score",
       dataType={Continuous,Covariance})
@LinearGaussian
public class ZhangShenBoundScore
extends Object
implements ScoreWrapper

Wrapper for linear, Gaussian Extended BIC score (Chen and Chen).

Author:

josephramsey

See Also:

• Serialized Form

Constructor Summary

Constructors

Constructor	Description
ZhangShenBoundScore()

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.
Score	getScore(DataModel dataSet, Parameters parameters)	Returns true iff x and y are independent conditional on z for the given data set.
Node	getVariable(String name)	Returns the variable with the given name.

Methods inherited from class java.lang.Object

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

Constructor Details

ZhangShenBoundScore

public ZhangShenBoundScore()

Method Details

getScore

public Score getScore(DataModel dataSet,
 Parameters parameters)

Description copied from interface: ScoreWrapper

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 paramters of the test.

Returns:

True iff independence holds.

getDescription

public String getDescription()

Description copied from interface: ScoreWrapper

Returns a short of this independence test.

Specified by:

getDescription in interface ScoreWrapper

Returns:

This description.

getDataType

public DataType getDataType()

Description copied from interface: ScoreWrapper

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()

Description copied from interface: ScoreWrapper

Returns the parameters that this search uses.

Specified by:

getParameters in interface HasParameters

Specified by:

getParameters in interface ScoreWrapper

Returns:

A list of String names of parameters.

getVariable

public Node getVariable(String name)

Description copied from interface: ScoreWrapper

Returns the variable with the given name.

Specified by:

getVariable in interface ScoreWrapper

Parameters:

name - the name.