Package edu.cmu.tetrad.algcomparison.score

Class MVPBicScore

java.lang.Object

edu.cmu.tetrad.algcomparison.score.MVPBicScore

All Implemented Interfaces:

ScoreWrapper, HasParameters, TetradSerializable, Serializable

@Experimental
@Score(name="Mixed Variable Polynomial BIC Score",
       command="mvp-bic-score",
       dataType=Mixed)
public class MVPBicScore
extends Object
implements ScoreWrapper

Wrapper for MVP BIC Score.

Version:

$Id: $Id

Author:

Bryan Andrews

See Also:

• Serialized Form

Constructor Summary

Constructors

Constructor	Description
MVPBicScore()	Constructs a new instance of the score.

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

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

Constructor Details

MVPBicScore

public MVPBicScore()

Constructs a new instance of the score.

Method Details

getScore

public Score getScore(DataModel dataSet,
 Parameters parameters)

Returns true iff x and y are independent conditional on z for the given data set.

Returns the MVP BIC score.

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()

Returns a short of this independence test.

Returns the description of the MVP BIC score.

Specified by:

getDescription in interface ScoreWrapper

Returns:

This description.

getDataType

public DataType getDataType()

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

Returns the data type of the MVP BIC score.

Specified by:

getDataType in interface ScoreWrapper

Returns:

This type.

getParameters

public List<String> getParameters()

Returns the parameters that this search uses.

Returns the parameters of the MVP BIC score.

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)

Returns the variable with the given name.

Returns the variable of the MVP BIC score by name.

Specified by:

getVariable in interface ScoreWrapper

Parameters:

name - the name.

Returns:

the variable.