breeze.stats.distributions.Multinomial

ExpFam

class ExpFam[T, I] extends ExponentialFamily[Multinomial[T, I], I] with HasConjugatePrior[Multinomial[T, I], I]

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  1. ExpFam
  2. HasConjugatePrior
  3. ExponentialFamily
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Instance Constructors

  1. new ExpFam(exemplar: T)(implicit space: TensorSpace[T, I, Double], dav: DefaultArrayValue[T])

Type Members

  1. type ConjugatePrior = Dirichlet[T, I]

    Definition Classes
    ExpFamHasConjugatePrior
  2. type Parameter = T

    Definition Classes
    ExpFamExponentialFamily
  3. case class SufficientStatistic(t: T) extends distributions.SufficientStatistic[SufficientStatistic] with Product with Serializable

    Definition Classes
    ExpFamExponentialFamily

Value Members

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

    Definition Classes
    AnyRef
  2. final def !=(arg0: Any): Boolean

    Definition Classes
    Any
  3. final def ##(): Int

    Definition Classes
    AnyRef → Any
  4. final def ==(arg0: AnyRef): Boolean

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

    Definition Classes
    Any
  6. final def asInstanceOf[T0]: T0

    Definition Classes
    Any
  7. def clone(): AnyRef

    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  8. val conjugateFamily: Dirichlet.ExpFam[T, I]

    Definition Classes
    ExpFamHasConjugatePrior
  9. def distribution(p: Parameter): Multinomial[T, I]

    Definition Classes
    ExpFamExponentialFamily
  10. def emptySufficientStatistic: SufficientStatistic

    Definition Classes
    ExpFamExponentialFamily
  11. final def eq(arg0: AnyRef): Boolean

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

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

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

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

    Definition Classes
    AnyRef → Any
  16. final def isInstanceOf[T0]: Boolean

    Definition Classes
    Any
  17. def likelihoodFunction(stats: SufficientStatistic): DiffFunction[T]

    Definition Classes
    ExpFamExponentialFamily
  18. def mle(stats: SufficientStatistic): T

    Definition Classes
    ExpFamExponentialFamily
  19. final def ne(arg0: AnyRef): Boolean

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

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

    Definition Classes
    AnyRef
  22. def posterior(prior: Dirichlet.ExpFam.Parameter, evidence: TraversableOnce[I]): T

    Gives a new parameter for this conjugate prior after observing the evidence.

    Gives a new parameter for this conjugate prior after observing the evidence. See Dirichlet for an example.

    Definition Classes
    ExpFamHasConjugatePrior
  23. def predictive(parameter: Dirichlet.ExpFam.Parameter): Polya[Dirichlet.ExpFam.Parameter, I]

    Returns a distribtution over T's after integrating out the intermediate distributions.

    Returns a distribtution over T's after integrating out the intermediate distributions.

    Definition Classes
    ExpFamHasConjugatePrior
  24. def sufficientStatisticFor(t: I): SufficientStatistic

    Definition Classes
    ExpFamExponentialFamily
  25. final def synchronized[T0](arg0: ⇒ T0): T0

    Definition Classes
    AnyRef
  26. def toString(): String

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

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

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from HasConjugatePrior[Multinomial[T, I], I]

Inherited from ExponentialFamily[Multinomial[T, I], I]

Inherited from AnyRef

Inherited from Any

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