Package ch.idsia.credici.inference

Class CausalVE

java.lang.Object

ch.idsia.credici.inference.CausalInference<StructuralCausalModel,ch.idsia.crema.factor.bayesian.BayesianFactor>

ch.idsia.credici.inference.CausalVE

public class CausalVE
extends CausalInference<StructuralCausalModel,ch.idsia.crema.factor.bayesian.BayesianFactor>

Field Summary

Fields inherited from class ch.idsia.credici.inference.CausalInference

model, target

Constructor Summary

Constructors

Constructor	Description
CausalVE(StructuralCausalModel model)

Method Summary

Modifier and Type	Method	Description
int[]	getElimOrder()
StructuralCausalModel	getInferenceModel(Query q, boolean simplify)
ch.idsia.crema.factor.bayesian.BayesianFactor	probNecessityAndSufficiency(int cause, int effect, int trueState, int falseState)
ch.idsia.crema.factor.bayesian.BayesianFactor	run(Query q)
CausalVE	setElimOrder(int[] elimOrder)

Methods inherited from class ch.idsia.credici.inference.CausalInference

causalQuery, counterfactualQuery, doQuery, doQuery, getInferenceModel, getModel, probNecessity, probNecessity, probNecessityAndSufficiency, probSufficiency, probSufficiency, query, query, query, query, query, query

Methods inherited from class java.lang.Object

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

Constructor Detail

CausalVE

public CausalVE(StructuralCausalModel model)

Method Detail

getInferenceModel

public StructuralCausalModel getInferenceModel(Query q,
                                               boolean simplify)

Specified by:

getInferenceModel in class CausalInference<StructuralCausalModel,ch.idsia.crema.factor.bayesian.BayesianFactor>

run

public ch.idsia.crema.factor.bayesian.BayesianFactor run(Query q)

Specified by:

run in class CausalInference<StructuralCausalModel,ch.idsia.crema.factor.bayesian.BayesianFactor>

getElimOrder

public int[] getElimOrder()

setElimOrder

public CausalVE setElimOrder(int[] elimOrder)

probNecessityAndSufficiency

public ch.idsia.crema.factor.bayesian.BayesianFactor probNecessityAndSufficiency(int cause,
                                                                                 int effect,
                                                                                 int trueState,
                                                                                 int falseState)
                                                                          throws InterruptedException,
                                                                                 ExecutionControl.NotImplementedException

Overrides:

probNecessityAndSufficiency in class CausalInference<StructuralCausalModel,ch.idsia.crema.factor.bayesian.BayesianFactor>

Throws:

InterruptedException

ExecutionControl.NotImplementedException