breeze.stats.distributions

Geometric

object Geometric extends ExponentialFamily[Geometric, Int] with HasConjugatePrior[Geometric, Int] with Serializable

Linear Supertypes
Serializable, Serializable, HasConjugatePrior[Geometric, Int], ExponentialFamily[Geometric, Int], AnyRef, Any
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  1. Geometric
  2. Serializable
  3. Serializable
  4. HasConjugatePrior
  5. ExponentialFamily
  6. AnyRef
  7. Any
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Type Members

  1. type ConjugatePrior = Beta

    Definition Classes
    GeometricHasConjugatePrior
  2. type Parameter = Double

    Definition Classes
    GeometricExponentialFamily
  3. case class SufficientStatistic(sum: Double, n: Double) extends distributions.SufficientStatistic[SufficientStatistic] with Product with Serializable

Value Members

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

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

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

    Definition Classes
    AnyRef → Any
  4. final def asInstanceOf[T0]: T0

    Definition Classes
    Any
  5. def clone(): AnyRef

    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  6. val conjugateFamily: Beta.type

    Definition Classes
    GeometricHasConjugatePrior
  7. def distribution(p: Parameter): Geometric

    Definition Classes
    GeometricExponentialFamily
  8. def emptySufficientStatistic: SufficientStatistic

    Definition Classes
    GeometricExponentialFamily
  9. final def eq(arg0: AnyRef): Boolean

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

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

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

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

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

    Definition Classes
    Any
  15. def likelihoodFunction(stats: SufficientStatistic): DiffFunction[Parameter]

    Definition Classes
    GeometricExponentialFamily
  16. def mle(stats: SufficientStatistic): Double

    Definition Classes
    GeometricExponentialFamily
  17. final def ne(arg0: AnyRef): Boolean

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

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

    Definition Classes
    AnyRef
  20. def posterior(prior: Beta.Parameter, evidence: TraversableOnce[Int]): Beta.Parameter

    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
    GeometricHasConjugatePrior
  21. def predictive(parameter: Beta.Parameter): Nothing

    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
    GeometricHasConjugatePrior
  22. def sufficientStatisticFor(t: Int): SufficientStatistic

    Definition Classes
    GeometricExponentialFamily
  23. final def synchronized[T0](arg0: ⇒ T0): T0

    Definition Classes
    AnyRef
  24. def toString(): String

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

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

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from Serializable

Inherited from Serializable

Inherited from HasConjugatePrior[Geometric, Int]

Inherited from ExponentialFamily[Geometric, Int]

Inherited from AnyRef

Inherited from Any

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