discrete

Type Members

class AtomicBinomial extends Element[Int] with Atomic[Int] with ValuesMaker[Int] with ProbFactorMaker with Cacheable[Int] with OneShifter

A binomial distribution in which the parameters are constants.
class AtomicGeometric extends Element[Int] with Atomic[Int] with OneShifter with Cacheable[Int]

A geometric distribution representing the number of trials until the first success.
class AtomicPoisson extends Element[Int] with Atomic[Int] with OneShifter with Cacheable[Int]

A Poisson distribution in which the parameter is constant.
class AtomicSwitchingFlip extends AtomicFlip with SwitchingFlip

A Flip that switches its randomness (true to false or false to true) every time it is proposed.
class AtomicUniform[T] extends AtomicSelect[T] with Atomic[T] with Cacheable[T]

A discrete uniform distribution over a sequence of options, each of which is a constant.
class BinomialFixedNumTrials extends NonCachingChain[Double, Int]

A binomial distribution in which the number of trials is fixed and the success probability is an element.
class CompoundAtomic extends NonCachingChain[Double, Int]

A Possion distribution in which the parameter is an element.
class CompoundBinomial extends CachingChain[Int, Int]

A binomial distribution in which the parameters are elements.
class CompoundGeometric extends NonCachingChain[Double, Int]

A geometric distribution representing the number of trials until the first success.
class CompoundSwitchingFlip extends CompoundFlip with SwitchingFlip

A Flip that switches its randomness (true to false or false to true) every time it is proposed.
class CompoundUniform[T] extends CachingChain[List[T], T]

A discrete uniform distribution over a sequence of options, each of which is an element over values.
class FromRange extends AtomicUniform[Int]

A uniform distribution over integers in range from lower (inclusive) to upper (exclusive).
trait OneShifter extends Element[Int] with Atomic[Int]

Atomic elements over integers with integer randomness whose proposal distribution shifts the value by 1.
class ParameterizedBinomialFixedNumTrials extends CachingChain[Double, Int] with Parameterized[Int]

A binomial with a fixed number of trials parameterized by a beta distribution.
trait SwitchingFlip extends Element[Boolean] with Flip

A Flip that switches its randomness (true to false or false to true) every time it is proposed.

Value Members

object Binomial extends Creatable
object FromRange
object Geometric extends Creatable
object Poisson extends Creatable
object SwitchingFlip extends Creatable
object Uniform
object Util

package discrete

Type Members

class AtomicBinomial extends Element[Int] with Atomic[Int] with ValuesMaker[Int] with ProbFactorMaker with Cacheable[Int] with OneShifter

class AtomicGeometric extends Element[Int] with Atomic[Int] with OneShifter with Cacheable[Int]

class AtomicPoisson extends Element[Int] with Atomic[Int] with OneShifter with Cacheable[Int]

class AtomicSwitchingFlip extends AtomicFlip with SwitchingFlip

class AtomicUniform[T] extends AtomicSelect[T] with Atomic[T] with Cacheable[T]

class BinomialFixedNumTrials extends NonCachingChain[Double, Int]

class CompoundAtomic extends NonCachingChain[Double, Int]

class CompoundBinomial extends CachingChain[Int, Int]

class CompoundGeometric extends NonCachingChain[Double, Int]

class CompoundSwitchingFlip extends CompoundFlip with SwitchingFlip

class CompoundUniform[T] extends CachingChain[List[T], T]

class FromRange extends AtomicUniform[Int]

trait OneShifter extends Element[Int] with Atomic[Int]

class ParameterizedBinomialFixedNumTrials extends CachingChain[Double, Int] with Parameterized[Int]

trait SwitchingFlip extends Element[Boolean] with Flip

Value Members

object Binomial extends Creatable

object FromRange

object Geometric extends Creatable

object Poisson extends Creatable

object SwitchingFlip extends Creatable

object Uniform

object Util

Ungrouped