Class

io.github.mandar2812.dynaml.probability

RejectionSamplingScheme

Related Doc: package probability

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abstract class RejectionSamplingScheme[ConditioningSet, Domain, Dist <: Density[ConditioningSet] with Rand[ConditioningSet], DistL <: Density[Domain] with Rand[Domain], JointDist <: Density[(ConditioningSet, Domain)] with Rand[(ConditioningSet, Domain)]] extends RandomVariable[(ConditioningSet, Domain)] with RandomVarWithDistr[(ConditioningSet, Domain), JointDist] with BayesJointProbabilityScheme[ConditioningSet, Domain, RandomVarWithDistr[ConditioningSet, Dist], RandomVarWithDistr[Domain, DistL]]

Created by mandar on 26/7/16.

Self Type
RejectionSamplingScheme[ConditioningSet, Domain, Dist, DistL, JointDist]
Linear Supertypes
BayesJointProbabilityScheme[ConditioningSet, Domain, RandomVarWithDistr[ConditioningSet, Dist], RandomVarWithDistr[Domain, DistL]], JointProbabilityScheme[ConditioningSet, Domain, RandomVarWithDistr[ConditioningSet, Dist], RandomVarWithDistr[Domain, DistL]], RandomVarWithDistr[(ConditioningSet, Domain), JointDist], HasDistribution[(ConditioningSet, Domain)], RandomVariable[(ConditioningSet, Domain)], Serializable, Serializable, AnyRef, Any
Known Subclasses
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Inherited
  1. RejectionSamplingScheme
  2. BayesJointProbabilityScheme
  3. JointProbabilityScheme
  4. RandomVarWithDistr
  5. HasDistribution
  6. RandomVariable
  7. Serializable
  8. Serializable
  9. AnyRef
  10. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new RejectionSamplingScheme(p: RandomVarWithDistr[ConditioningSet, Dist], c: DataPipe[ConditioningSet, RandomVarWithDistr[Domain, DistL]])

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Abstract Value Members

  1. abstract val underlyingDist: JointDist

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    The actual probability density function is represented as a breeze Density object.

    The actual probability density function is represented as a breeze Density object.

    Definition Classes
    RandomVarWithDistrHasDistribution

Concrete Value Members

  1. final def !=(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any
  2. final def ##(): Int

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    Definition Classes
    AnyRef → Any
  3. def :*[Domain1, Dist1 <: Density[Domain1] with Rand[Domain1]](other: RandomVarWithDistr[Domain1, Dist1]): RandomVarWithDistr[((ConditioningSet, Domain), Domain1), GenericDistribution[((ConditioningSet, Domain), Domain1)]]

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    Cartesian product with another random variables which has a defined probability distribution.

    Cartesian product with another random variables which has a defined probability distribution.

    Definition Classes
    RandomVarWithDistr
  4. def :*[Domain1](other: RandomVariable[Domain1]): RandomVariable[((ConditioningSet, Domain), Domain1)]

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    Outputs the cartesian product between two random variables.

    Outputs the cartesian product between two random variables.

    Domain1

    The domain of the other random variable

    other

    The random variable which forms the second component of the cartesian product.

    Definition Classes
    RandomVariable
  5. final def ==(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any
  6. def >[OtherDomain](transformation: DataPipe[(ConditioningSet, Domain), OtherDomain]): MeasurableFunction[(ConditioningSet, Domain), OtherDomain, RandomVariable[(ConditioningSet, Domain)]]

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    Transform the current random variable on Domain to a morphed random variable on OtherDomain

    Transform the current random variable on Domain to a morphed random variable on OtherDomain

    Definition Classes
    RandomVariable
  7. var Max_Candidates: Int

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  8. var Max_Estimations: Int

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  9. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any
  10. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  11. def draw: (ConditioningSet, Domain)

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    Alias for sample.run()

    Alias for sample.run()

    Definition Classes
    RandomVariable
  12. final def eq(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  13. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any
  14. def finalize(): Unit

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  15. final def getClass(): Class[_]

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    Definition Classes
    AnyRef → Any
  16. def hashCode(): Int

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    Definition Classes
    AnyRef → Any
  17. def iid(n: Int): RandomVariable[Stream[(ConditioningSet, Domain)]] with IIDRandomVariable[(ConditioningSet, Domain), RandomVarWithDistr[(ConditioningSet, Domain), JointDist]]

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    Create an iid random variable from the current (this)

    Create an iid random variable from the current (this)

    n

    The number of iid samples of the base random variable.

    Definition Classes
    RandomVarWithDistrRandomVariable
  18. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any
  19. val likelihood: DataPipe[ConditioningSet, RandomVarWithDistr[Domain, DistL]]

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  20. final def ne(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  21. final def notify(): Unit

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    Definition Classes
    AnyRef
  22. final def notifyAll(): Unit

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    Definition Classes
    AnyRef
  23. val posterior: DataPipe[Domain, RandomVariable[ConditioningSet]]

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  24. val prior: RandomVarWithDistr[ConditioningSet, Dist]

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  25. val sample: DataPipe[Unit, (ConditioningSet, Domain)]

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    Generate a sample from the random variable

    Generate a sample from the random variable

    Definition Classes
    RejectionSamplingSchemeJointProbabilitySchemeRandomVariable
  26. final def synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
    AnyRef
  27. def toString(): String

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    Definition Classes
    AnyRef → Any
  28. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  29. final def wait(arg0: Long, arg1: Int): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  30. final def wait(arg0: Long): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from BayesJointProbabilityScheme[ConditioningSet, Domain, RandomVarWithDistr[ConditioningSet, Dist], RandomVarWithDistr[Domain, DistL]]

Inherited from JointProbabilityScheme[ConditioningSet, Domain, RandomVarWithDistr[ConditioningSet, Dist], RandomVarWithDistr[Domain, DistL]]

Inherited from RandomVarWithDistr[(ConditioningSet, Domain), JointDist]

Inherited from HasDistribution[(ConditioningSet, Domain)]

Inherited from RandomVariable[(ConditioningSet, Domain)]

Inherited from Serializable

Inherited from Serializable

Inherited from AnyRef

Inherited from Any

Ungrouped