Object/Class

breeze.stats.distributions

Bernoulli

Related Docs: class Bernoulli | package distributions

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object Bernoulli extends ExponentialFamily[Bernoulli, Boolean] with HasConjugatePrior[Bernoulli, Boolean] with Serializable

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  1. Bernoulli
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Type Members

  1. type ConjugatePrior = Beta

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    Definition Classes
    BernoulliHasConjugatePrior
  2. type Parameter = Double

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

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Value Members

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

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  2. final def ##(): Int

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

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  4. final def asInstanceOf[T0]: T0

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  5. def clone(): AnyRef

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    protected[java.lang]
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    @throws( ... )
  6. val conjugateFamily: Beta.type

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    Definition Classes
    BernoulliHasConjugatePrior
  7. def distribution(p: Double): Bernoulli

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    Definition Classes
    BernoulliExponentialFamily
  8. def emptySufficientStatistic: SufficientStatistic

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

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  10. def equals(arg0: Any): Boolean

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  11. def finalize(): Unit

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

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  13. def hashCode(): Int

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  14. final def isInstanceOf[T0]: Boolean

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

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

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

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    Definition Classes
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  18. final def notify(): Unit

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  19. final def notifyAll(): Unit

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  20. def posterior(prior: Beta.Parameter, evidence: TraversableOnce[Boolean]): Beta.Parameter

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    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
    BernoulliHasConjugatePrior
  21. def predictive(parameter: Beta.Parameter): Polya[Counter[Boolean, Double], Boolean]

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    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
    BernoulliHasConjugatePrior
  22. def sufficientStatisticFor(t: Boolean): SufficientStatistic

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

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  24. def toString(): String

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  25. final def wait(): Unit

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

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

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