t

breeze.stats.distributions

HasConjugatePrior

trait HasConjugatePrior[Likelihood <: Density[T], T] extends ExponentialFamily[Likelihood, T]

Trait representing conjugate priors. See Dirichlet for an example.

Linear Supertypes
ExponentialFamily[Likelihood, T], AnyRef, Any
Known Subclasses
Bernoulli, Geometric, ExpFam
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  1. HasConjugatePrior
  2. ExponentialFamily
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Type Members

  1. abstract type ConjugatePrior <: Density[Parameter]
  2. abstract type Parameter
    Definition Classes
    ExponentialFamily
  3. abstract type SufficientStatistic <: distributions.SufficientStatistic[SufficientStatistic]
    Definition Classes
    ExponentialFamily

Abstract Value Members

  1. abstract val conjugateFamily: ExponentialFamily[ConjugatePrior, Parameter]
  2. abstract def distribution(p: Parameter): Likelihood
    Definition Classes
    ExponentialFamily
  3. abstract def emptySufficientStatistic: SufficientStatistic
    Definition Classes
    ExponentialFamily
  4. abstract def likelihoodFunction(stats: SufficientStatistic): DiffFunction[Parameter]
    Definition Classes
    ExponentialFamily
  5. abstract def mle(stats: SufficientStatistic): Parameter
    Definition Classes
    ExponentialFamily
  6. abstract def posterior(prior: Parameter, evidence: TraversableOnce[T]): 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.

  7. abstract def predictive(parameter: Parameter): Density[T]

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

  8. abstract def sufficientStatisticFor(t: T): SufficientStatistic
    Definition Classes
    ExponentialFamily

Concrete 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
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  4. final def asInstanceOf[T0]: T0
    Definition Classes
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  5. def clone(): AnyRef
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    Definition Classes
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  6. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  7. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  8. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
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  9. def hashCode(): Int
    Definition Classes
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  10. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  11. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  12. final def notify(): Unit
    Definition Classes
    AnyRef
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  13. final def notifyAll(): Unit
    Definition Classes
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  14. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
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  15. def toString(): String
    Definition Classes
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  16. final def wait(arg0: Long, arg1: Int): Unit
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    Definition Classes
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    Definition Classes
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Deprecated Value Members

  1. def finalize(): Unit
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @Deprecated @deprecated @throws( classOf[java.lang.Throwable] )
    Deprecated

    (Since version ) see corresponding Javadoc for more information.

Inherited from ExponentialFamily[Likelihood, T]

Inherited from AnyRef

Inherited from Any

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