Class/Object

io.github.mandar2812.dynaml.probability

RandomVariable

Related Docs: object RandomVariable | package probability

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abstract class RandomVariable[Domain] extends Serializable

Represents a bare bones representation of a random variable only in terms of samples.

Domain

The domain or space over which the random variable is defined; i.e. the range of values it can take

Self Type
RandomVariable[Domain]
Linear Supertypes
Serializable, Serializable, AnyRef, Any
Known Subclasses
AbstractGaussianRV, AbstractStudentsTRandVar, AdaptiveHyperParameterMCMC, ApproxBayesComputation, BayesJointProbabilityScheme, BinomialRV, BlockedMESNRV, ContinuousDistrMixture, ContinuousDistrRV, ContinuousMeasurableFunc, ContinuousMixtureRV, ContinuousRVWithDistr, ContinuousRandomVariable, DiscreteDistrRV, DiscreteRVWithDistr, EncodedContDistrRV, GaussianRV, GenericContinuousMCMC, HyperParameterHMC, HyperParameterMCMC, HyperParameterSCAM, IIDContinuousRVDistr, IIDDiscreteRVDistr, IIDRandomVarDistr, IIDRandomVariable, JointProbabilityScheme, MatrixNormalRV, MatrixTRV, MeasurableDistrRV, MeasurableFunction, MixtureRV, MultGaussianPRV, MultGaussianRV, MultStudentsTPRV, MultStudentsTRV, MultinomialRV, RandomVarWithDistr, RejectionSamplingScheme, StudentsTRV, ThreadedRandomVariable, UniformRV
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Inherited
  1. RandomVariable
  2. Serializable
  3. Serializable
  4. AnyRef
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Visibility
  1. Public
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Instance Constructors

  1. new RandomVariable()

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Abstract Value Members

  1. abstract val sample: DataPipe[Unit, Domain]

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    Generate a sample from the random variable

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](other: RandomVariable[Domain1]): RandomVariable[(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.

  4. final def ==(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  5. def >[OtherDomain](transformation: DataPipe[Domain, OtherDomain]): MeasurableFunction[Domain, OtherDomain, RandomVariable[Domain]]

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

  6. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  7. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  8. def draw: Domain

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    Alias for sample.run()

  9. final def eq(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef

  10. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  11. def finalize(): Unit

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )

  12. final def getClass(): Class[_]

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    Definition Classes
    AnyRef → Any

  13. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  14. def iid(n: Int): IIDRandomVariable[Domain, RandomVariable[Domain]]

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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.

  15. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

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

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    Definition Classes
    AnyRef

  17. final def notify(): Unit

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    Definition Classes
    AnyRef

  18. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  19. final def synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
    AnyRef

  20. def toString(): String

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    Definition Classes
    AnyRef → Any

  21. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  22. final def wait(arg0: Long, arg1: Int): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  23. final def wait(arg0: Long): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from Serializable

Inherited from Serializable

Inherited from AnyRef

Inherited from Any

Ungrouped