object MetropolisHastings

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  1. case class RejectState (state: State) extends Throwable with Product with Serializable

    Thrown any time a state is rejected (either pre-maturely or after all updates have been made).

    Thrown any time a state is rejected (either pre-maturely or after all updates have been made). It is handled by undoing the modified state, returning it to its original form.

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. def apply(numSamples: Int, scheme: ProposalScheme, burnIn: Int, interval: Int, targets: Element[_]*)(implicit universe: Universe): OneTimeMetropolisHastings

    Create a one-time Metropolis-Hastings sampler using the given number of samples, proposal scheme, number of burn-in samples, and interval between samples with the given target query elements.

  5. def apply(scheme: ProposalScheme, burnIn: Int, interval: Int, targets: Element[_]*)(implicit universe: Universe): AnytimeMetropolisHastings

    Create an anytime Metropolis-Hastings sampler using the given proposal scheme, number of burn-in samples, and interval between samples with the given target query elements.

  6. def apply(numSamples: Int, scheme: ProposalScheme, burnIn: Int, targets: Element[_]*)(implicit universe: Universe): OneTimeMetropolisHastings

    Create a one-time Metropolis-Hastings sampler using the given number of samples, proposal scheme, and number of burn-in samples with the given target query elements.

  7. def apply(scheme: ProposalScheme, burnIn: Int, targets: Element[_]*)(implicit universe: Universe): AnytimeMetropolisHastings

    Create an anytime Metropolis-Hastings sampler using the given proposal scheme and number of burn-in samples with the given target query elements.

  8. def apply(numSamples: Int, scheme: ProposalScheme, targets: Element[_]*)(implicit universe: Universe): OneTimeMetropolisHastings

    Create a one-time Metropolis-Hastings sampler using the given number of samples and proposal scheme with the given target query elements.

  9. def apply(scheme: ProposalScheme, targets: Element[_]*)(implicit universe: Universe): AnytimeMetropolisHastings

    Create an anytime Metropolis-Hastings sampler using the given proposal scheme with the given target query elements.

  10. final def asInstanceOf[T0]: T0
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  11. def clone(): AnyRef
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  12. final def eq(arg0: AnyRef): Boolean
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  13. def equals(arg0: Any): Boolean
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  14. def finalize(): Unit
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  15. final def getClass(): Class[_]
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  16. def hashCode(): Int
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  17. final def isInstanceOf[T0]: Boolean
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  18. final def ne(arg0: AnyRef): Boolean
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  19. final def notify(): Unit
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  20. final def notifyAll(): Unit
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  21. def probability[T](target: Element[T], value: T): Double

    Use MH to compute the probability that the given element has the given value.

  22. def probability[T](target: Element[T], predicate: (T) ⇒ Boolean): Double

    Use MH to compute the probability that the given element has the given value.

  23. def sampleJointPosterior(targets: Element[_]*)(implicit universe: Universe): Stream[List[Any]]

    Use MH to sample the joint posterior distribution of several variables

  24. final def synchronized[T0](arg0: ⇒ T0): T0
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  25. def toString(): String
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  26. final def wait(): Unit
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  27. final def wait(arg0: Long, arg1: Int): Unit
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  28. final def wait(arg0: Long): Unit
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