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© 2002-2021 · LAMP/EPFL
© 2002-2021 · LAMP/EPFL
vector/ai.dragonfly.math.stats.probability.distributions

ai.dragonfly.math.stats.probability.distributions

package ai.dragonfly.math.stats.probability.distributions

Members list

Concise view

Type members

Classlikes

object Beta

Attributes

Companion:
class
Source:
Beta.scala
Graph
Supertypes
trait Product
trait Mirror
class Object
trait Matchable
class Any
Self type
Beta.type
case class Beta(α: Double, β: Double, min: Double, MAX: Double) extends ParametricProbabilityDistribution[Double]

Attributes

Companion:
object
Source:
Beta.scala
Graph
Supertypes
trait Product
trait Equals
class Object
trait Matchable
class Any
object Binomial

Attributes

Companion:
class
Source:
Binomial.scala
Graph
Supertypes
trait Product
trait Mirror
class Object
trait Matchable
class Any
Self type
case class Binomial(n: Long, P: Double) extends ParametricProbabilityDistribution[Long]

Binomial Distribution: https://en.wikipedia.org/wiki/Binomial_distribution

Binomial Distribution: https://en.wikipedia.org/wiki/Binomial_distribution

Attributes

P

probability of a successful outcome on any single trial.

n

number of trials in process or experiment with two possible outcomes, i.e. a boolean valued random function.

Companion:
object
Source:
Binomial.scala
Graph
Supertypes
trait Product
trait Equals
class Object
trait Matchable
class Any
object DiscreteUniform

Attributes

Companion:
class
Source:
DiscreteUniform.scala
Graph
Supertypes
trait Product
trait Mirror
class Object
trait Matchable
class Any
Self type
case class DiscreteUniform(interval: Interval[Long]) extends ParametricProbabilityDistribution[Long]

Attributes

Companion:
object
Source:
DiscreteUniform.scala
Graph
Supertypes
trait Product
trait Equals
class Object
trait Matchable
class Any
case class EstimatedBeta(idealized: Beta, ℕ: Double) extends EstimatedProbabilityDistribution[Double, Beta]

Attributes

Source:
Beta.scala
Graph
Supertypes
trait Product
trait Equals
class Object
trait Matchable
class Any
case class EstimatedBinomial(interval: Interval[Long], idealized: Binomial, ℕ: Long) extends EstimatedProbabilityDistribution[Long, Binomial]

Attributes

Source:
Binomial.scala
Graph
Supertypes
trait Product
trait Equals
class Object
trait Matchable
class Any
case class EstimatedDiscreteUniform(interval: Interval[Long], idealized: DiscreteUniform, ℕ: Long) extends EstimatedProbabilityDistribution[Long, DiscreteUniform]

Attributes

Source:
DiscreteUniform.scala
Graph
Supertypes
trait Product
trait Equals
class Object
trait Matchable
class Any
case class EstimatedGaussian(interval: Interval[Double], idealized: Gaussian, ℕ: Double) extends EstimatedProbabilityDistribution[Double, Gaussian]

Attributes

Source:
Gaussian.scala
Graph
Supertypes
trait Product
trait Equals
class Object
trait Matchable
class Any
case class EstimatedLogNormal(interval: Interval[Double], idealized: LogNormal, ℕ: Double) extends EstimatedProbabilityDistribution[Double, LogNormal]

Attributes

Source:
LogNormal.scala
Graph
Supertypes
trait Product
trait Equals
class Object
trait Matchable
class Any
case class EstimatedPERT(idealized: PERT, ℕ: Double) extends EstimatedProbabilityDistribution[Double, PERT]

Attributes

Source:
PERT.scala
Graph
Supertypes
trait Product
trait Equals
class Object
trait Matchable
class Any
case class EstimatedPoisson(interval: Interval[Long], idealized: Poisson, ℕ: Long) extends EstimatedProbabilityDistribution[Long, Poisson]

Attributes

Source:
Poisson.scala
Graph
Supertypes
trait Product
trait Equals
class Object
trait Matchable
class Any
trait EstimatedProbabilityDistribution[DOMAIN, PPD <: ParametricProbabilityDistribution[DOMAIN]]

Attributes

Source:
EstimatedProbabilityDistribution.scala
Graph
Supertypes
class Object
trait Matchable
class Any
Known subtypes
case class EstimatedUniform(idealized: Uniform, ℕ: Double) extends EstimatedProbabilityDistribution[Double, Uniform]

Attributes

Source:
Uniform.scala
Graph
Supertypes
trait Product
trait Equals
class Object
trait Matchable
class Any
object Gaussian

Attributes

Companion:
class
Source:
Gaussian.scala
Graph
Supertypes
trait Product
trait Mirror
class Object
trait Matchable
class Any
Self type
case class Gaussian(μ: Double, σ²: Double) extends ParametricProbabilityDistribution[Double]

Attributes

Companion:
object
Source:
Gaussian.scala
Graph
Supertypes
trait Product
trait Equals
class Object
trait Matchable
class Any
object LogNormal

Attributes

Companion:
class
Source:
LogNormal.scala
Graph
Supertypes
trait Product
trait Mirror
class Object
trait Matchable
class Any
Self type
case class LogNormal(μ: Double, σ²: Double) extends ParametricProbabilityDistribution[Double]

Attributes

Companion:
object
Source:
LogNormal.scala
Graph
Supertypes
trait Product
trait Equals
class Object
trait Matchable
class Any
object PERT

Attributes

Companion:
class
Source:
PERT.scala
Graph
Supertypes
trait Product
trait Mirror
class Object
trait Matchable
class Any
Self type
PERT.type
case class PERT(boundedMean: BoundedMean[Double]) extends ParametricProbabilityDistribution[Double]

Attributes

Companion:
object
Source:
PERT.scala
Graph
Supertypes
trait Product
trait Equals
class Object
trait Matchable
class Any
trait ParametricProbabilityDistribution[DOMAIN] extends ProbabilityDistribution[DOMAIN]

Attributes

Source:
ProbabilityDistribution.scala
Graph
Supertypes
trait Sampleable[DOMAIN]
class Object
trait Matchable
class Any
Known subtypes
class Beta
class Binomial
class Gaussian
class LogNormal
class PERT
class Poisson
class Uniform
object Poisson

Attributes

Companion:
class
Source:
Poisson.scala
Graph
Supertypes
trait Product
trait Mirror
class Object
trait Matchable
class Any
Self type
Poisson.type
case class Poisson(λ: Double) extends ParametricProbabilityDistribution[Long]

🐟

🐟

Attributes

Companion:
object
Source:
Poisson.scala
Graph
Supertypes
trait Product
trait Equals
class Object
trait Matchable
class Any
trait ProbabilityDistribution[DOMAIN] extends Sampleable[DOMAIN]

Attributes

Source:
ProbabilityDistribution.scala
Graph
Supertypes
trait Sampleable[DOMAIN]
class Object
trait Matchable
class Any
Known subtypes
class Beta
class Binomial
class Gaussian
class LogNormal
class PERT
class Poisson
class Uniform
trait Sampleable[DOMAIN]

Attributes

Source:
Sampleable.scala
Graph
Supertypes
class Object
trait Matchable
class Any
Known subtypes
class Interval[DOMAIN]
class Beta
class Binomial
class Gaussian
class LogNormal
class PERT
class Poisson
class Uniform
object Uniform

Attributes

Companion:
class
Source:
Uniform.scala
Graph
Supertypes
trait Product
trait Mirror
class Object
trait Matchable
class Any
Self type
Uniform.type
case class Uniform(interval: Interval[Double]) extends ParametricProbabilityDistribution[Double]

Attributes

Companion:
object
Source:
Uniform.scala
Graph
Supertypes
trait Product
trait Equals
class Object
trait Matchable
class Any
Generated with
© 2002-2021 · LAMP/EPFL
© 2002-2021 · LAMP/EPFL