Package ch.idsia.credici.model.builder

Class CausalBuilder

java.lang.Object

ch.idsia.credici.model.builder.CausalBuilder

public class CausalBuilder
extends Object

Constructor Summary

Constructors

Constructor	Description
CausalBuilder(ch.idsia.crema.model.graphical.SparseDirectedAcyclicGraph empiricalDAG, int[] endoVarSizes)
CausalBuilder(ch.idsia.crema.model.graphical.specialized.BayesianNetwork bnet)

Method Summary

Modifier and Type	Method	Description
StructuralCausalModel	build()
ch.idsia.crema.model.graphical.SparseDirectedAcyclicGraph	getCausalDAG()
ch.idsia.crema.model.graphical.SparseDirectedAcyclicGraph	getEmpiricalDAG()
StructuralCausalModel	getModel()
static void	main(String[] args)
static CausalBuilder	of(ch.idsia.crema.model.graphical.SparseDirectedAcyclicGraph empiricalDAG, int... endoVarSizes)
static CausalBuilder	of(ch.idsia.crema.model.graphical.specialized.BayesianNetwork bnet)
static StructuralCausalModel	random(ch.idsia.crema.model.graphical.SparseDirectedAcyclicGraph empDAG, int endoVarSize, int exoVarSize)
CausalBuilder	setCausalDAG(ch.idsia.crema.model.graphical.SparseDirectedAcyclicGraph causalDAG)
CausalBuilder	setEquations(ch.idsia.crema.factor.bayesian.BayesianFactor[] equations)
CausalBuilder	setExoVarSizes(int[] exoVarSizes)
CausalBuilder	setExoVarSizes(gnu.trove.map.TIntIntMap exoVarSizes)
CausalBuilder	setFillRandomEquations(boolean fillRandomEquations)
CausalBuilder	setFillRandomExogenousFactors(int num_decimals)
static StructuralCausalModel	transformFrom(ch.idsia.crema.model.graphical.specialized.BayesianNetwork bnet)

Methods inherited from class java.lang.Object

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

Constructor Detail

CausalBuilder

public CausalBuilder(ch.idsia.crema.model.graphical.SparseDirectedAcyclicGraph empiricalDAG,
                     int[] endoVarSizes)

CausalBuilder

public CausalBuilder(ch.idsia.crema.model.graphical.specialized.BayesianNetwork bnet)

Method Detail

of

public static CausalBuilder of(ch.idsia.crema.model.graphical.SparseDirectedAcyclicGraph empiricalDAG,
                               int... endoVarSizes)

of

public static CausalBuilder of(ch.idsia.crema.model.graphical.specialized.BayesianNetwork bnet)

build

public StructuralCausalModel build()

setExoVarSizes

public CausalBuilder setExoVarSizes(gnu.trove.map.TIntIntMap exoVarSizes)

setExoVarSizes

public CausalBuilder setExoVarSizes(int[] exoVarSizes)

setFillRandomExogenousFactors

public CausalBuilder setFillRandomExogenousFactors(int num_decimals)

setFillRandomEquations

public CausalBuilder setFillRandomEquations(boolean fillRandomEquations)

getModel

public StructuralCausalModel getModel()

getCausalDAG

public ch.idsia.crema.model.graphical.SparseDirectedAcyclicGraph getCausalDAG()

getEmpiricalDAG

public ch.idsia.crema.model.graphical.SparseDirectedAcyclicGraph getEmpiricalDAG()

setCausalDAG

public CausalBuilder setCausalDAG(ch.idsia.crema.model.graphical.SparseDirectedAcyclicGraph causalDAG)

setEquations

public CausalBuilder setEquations(ch.idsia.crema.factor.bayesian.BayesianFactor[] equations)

main

public static void main(String[] args)

transformFrom

public static StructuralCausalModel transformFrom(ch.idsia.crema.model.graphical.specialized.BayesianNetwork bnet)

random

public static StructuralCausalModel random(ch.idsia.crema.model.graphical.SparseDirectedAcyclicGraph empDAG,
                                           int endoVarSize,
                                           int exoVarSize)