slash.stats.probability.distributions
Members list
Packages
Type members
Classlikes
object Beta
Attributes
- Companion
- class
- Source
- Beta.scala
- Supertypes
- Self type
-
Beta.type
Attributes
- Companion
- object
- Source
- Beta.scala
- Supertypes
-
trait Serializabletrait Producttrait Equalstrait ProbabilityDistribution[Double]trait Sampleable[Double]class Objecttrait Matchableclass AnyShow all
object Binomial
Attributes
- Companion
- class
- Source
- Binomial.scala
- Supertypes
- Self type
-
Binomial.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
Value parameters
- P
-
probability of a successful outcome on any single trial.
- n
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number of trials in process or experiment with two possible outcomes, i.e. a boolean valued random function.
Attributes
- Companion
- object
- Source
- Binomial.scala
- Supertypes
-
trait Serializabletrait Producttrait Equalstrait ProbabilityDistribution[Long]trait Sampleable[Long]class Objecttrait Matchableclass AnyShow all
object DiscreteUniform
Attributes
- Companion
- class
- Source
- DiscreteUniform.scala
- Supertypes
- Self type
-
DiscreteUniform.type
case class DiscreteUniform(interval: Interval[Long]) extends ParametricProbabilityDistribution[Long]
Attributes
- Companion
- object
- Source
- DiscreteUniform.scala
- Supertypes
-
trait Serializabletrait Producttrait Equalstrait ProbabilityDistribution[Long]trait Sampleable[Long]class Objecttrait Matchableclass AnyShow all
object EstimatedBeta
Attributes
- Companion
- class
- Source
- Beta.scala
- Supertypes
- Self type
-
EstimatedBeta.type
case class EstimatedBeta(idealized: Beta, sampleMass: BigDecimal) extends EstimatedProbabilityDistribution[Double, Beta]
Attributes
- Companion
- object
- Source
- Beta.scala
- Supertypes
-
trait Serializabletrait Producttrait Equalstrait SampledPointStatistics[Double]trait SampledVariancetrait SampledBoundedMean[Double]trait SampledMasstrait SampledMeantrait SampledBounds[Double]trait ProbabilityDistribution[Double]trait Sampleable[Double]class Objecttrait Matchableclass AnyShow all
case class EstimatedBinomial(bounds: Interval[Long], idealized: Binomial, sampleMass: BigDecimal) extends EstimatedProbabilityDistribution[Long, Binomial]
Attributes
- Source
- Binomial.scala
- Supertypes
-
trait Serializabletrait Producttrait Equalstrait SampledPointStatistics[Long]trait SampledVariancetrait SampledBoundedMean[Long]trait SampledMasstrait SampledMeantrait SampledBounds[Long]trait ProbabilityDistribution[Long]trait Sampleable[Long]class Objecttrait Matchableclass AnyShow all
case class EstimatedDiscreteUniform(bounds: Interval[Long], idealized: DiscreteUniform, sampleMass: BigDecimal) extends EstimatedProbabilityDistribution[Long, DiscreteUniform]
Attributes
- Source
- DiscreteUniform.scala
- Supertypes
-
trait Serializabletrait Producttrait Equalstrait SampledPointStatistics[Long]trait SampledVariancetrait SampledBoundedMean[Long]trait SampledMasstrait SampledMeantrait SampledBounds[Long]trait ProbabilityDistribution[Long]trait Sampleable[Long]class Objecttrait Matchableclass AnyShow all
case class EstimatedGaussian(bounds: Interval[Double], idealized: Gaussian, sampleMass: BigDecimal) extends EstimatedProbabilityDistribution[Double, Gaussian]
Attributes
- Source
- Gaussian.scala
- Supertypes
-
trait Serializabletrait Producttrait Equalstrait SampledPointStatistics[Double]trait SampledVariancetrait SampledBoundedMean[Double]trait SampledMasstrait SampledMeantrait SampledBounds[Double]trait ProbabilityDistribution[Double]trait Sampleable[Double]class Objecttrait Matchableclass AnyShow all
case class EstimatedLogNormal(bounds: Interval[Double], idealized: LogNormal, sampleMass: BigDecimal) extends EstimatedProbabilityDistribution[Double, LogNormal]
Attributes
- Source
- LogNormal.scala
- Supertypes
-
trait Serializabletrait Producttrait Equalstrait SampledPointStatistics[Double]trait SampledVariancetrait SampledBoundedMean[Double]trait SampledMasstrait SampledMeantrait SampledBounds[Double]trait ProbabilityDistribution[Double]trait Sampleable[Double]class Objecttrait Matchableclass AnyShow all
case class EstimatedPoisson(bounds: Interval[Long], idealized: Poisson, sampleMass: BigDecimal) extends EstimatedProbabilityDistribution[Long, Poisson]
Attributes
- Source
- Poisson.scala
- Supertypes
-
trait Serializabletrait Producttrait Equalstrait SampledPointStatistics[Long]trait SampledVariancetrait SampledBoundedMean[Long]trait SampledMasstrait SampledMeantrait SampledBounds[Long]trait ProbabilityDistribution[Long]trait Sampleable[Long]class Objecttrait Matchableclass AnyShow all
trait EstimatedProbabilityDistribution[DOMAIN, PPD <: ParametricProbabilityDistribution[DOMAIN]] extends ProbabilityDistribution[DOMAIN], SampledPointStatistics[DOMAIN]
Attributes
- Source
- EstimatedProbabilityDistribution.scala
- Supertypes
-
trait SampledPointStatistics[DOMAIN]trait SampledBoundedMean[DOMAIN]trait SampledMasstrait SampledMeantrait SampledBounds[DOMAIN]trait SampledVariancetrait ProbabilityDistribution[DOMAIN]trait Sampleable[DOMAIN]class Objecttrait Matchableclass AnyShow all
- Known subtypes
-
class EstimatedBetaclass EstimatedBinomialclass EstimatedDiscreteUniformclass EstimatedGaussianclass EstimatedLogNormalclass EstimatedPoissonclass EstimatedUniformShow all
case class EstimatedUniform(idealized: Uniform, sampleMass: BigDecimal) extends EstimatedProbabilityDistribution[Double, Uniform]
Attributes
- Source
- Uniform.scala
- Supertypes
-
trait Serializabletrait Producttrait Equalstrait SampledPointStatistics[Double]trait SampledVariancetrait SampledBoundedMean[Double]trait SampledMasstrait SampledMeantrait SampledBounds[Double]trait ProbabilityDistribution[Double]trait Sampleable[Double]class Objecttrait Matchableclass AnyShow all
object Gaussian
Attributes
- Companion
- class
- Source
- Gaussian.scala
- Supertypes
- Self type
-
Gaussian.type
case class Gaussian(μ: Double, σ²: Double) extends ParametricProbabilityDistribution[Double]
Attributes
- Companion
- object
- Source
- Gaussian.scala
- Supertypes
-
trait Serializabletrait Producttrait Equalstrait ProbabilityDistribution[Double]trait Sampleable[Double]class Objecttrait Matchableclass AnyShow all
object LogNormal
Attributes
- Companion
- class
- Source
- LogNormal.scala
- Supertypes
- Self type
-
LogNormal.type
case class LogNormal(μ: Double, σ²: Double) extends ParametricProbabilityDistribution[Double]
Attributes
- Companion
- object
- Source
- LogNormal.scala
- Supertypes
-
trait Serializabletrait Producttrait Equalstrait ProbabilityDistribution[Double]trait Sampleable[Double]class Objecttrait Matchableclass AnyShow all
Attributes
- Source
- PERT.scala
- Supertypes
-
trait Serializabletrait Producttrait Equalstrait ProbabilityDistribution[Double]trait Sampleable[Double]class Objecttrait Matchableclass AnyShow all
trait ParametricProbabilityDistribution[DOMAIN] extends ProbabilityDistribution[DOMAIN]
Attributes
- Source
- ProbabilityDistribution.scala
- Supertypes
-
trait ProbabilityDistribution[DOMAIN]trait Sampleable[DOMAIN]class Objecttrait Matchableclass Any
- Known subtypes
object Poisson
Attributes
- Companion
- class
- Source
- Poisson.scala
- Supertypes
- Self type
-
Poisson.type
case class Poisson(λ: Double) extends ParametricProbabilityDistribution[Long]
🐟
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Attributes
- Companion
- object
- Source
- Poisson.scala
- Supertypes
-
trait Serializabletrait Producttrait Equalstrait ProbabilityDistribution[Long]trait Sampleable[Long]class Objecttrait Matchableclass AnyShow all
trait ProbabilityDistribution[DOMAIN] extends Sampleable[DOMAIN]
Attributes
- Source
- ProbabilityDistribution.scala
- Supertypes
- Known subtypes
-
class EstimatedBetaclass EstimatedBinomialclass EstimatedDiscreteUniformclass EstimatedGaussianclass EstimatedLogNormalclass EstimatedPoissonclass EstimatedUniformtrait ParametricProbabilityDistribution[DOMAIN]class Betaclass Binomialclass DiscreteUniformclass Gaussianclass LogNormalclass PERTclass Poissonclass UniformShow all
case class SampleBoundedMean[DOMAIN](sampleMean: Double, bounds: Interval[DOMAIN], sampleMass: BigDecimal)(implicit evidence$1: ClassTag[DOMAIN]) extends SampledBoundedMean[DOMAIN]
Attributes
- Source
- SamplePointStatistics.scala
- Supertypes
-
trait Serializabletrait Producttrait Equalstrait SampledBoundedMean[DOMAIN]trait SampledMasstrait SampledMeantrait SampledBounds[DOMAIN]class Objecttrait Matchableclass AnyShow all
case class SampleBounds[DOMAIN](bounds: Interval[DOMAIN])(implicit evidence$1: ClassTag[DOMAIN]) extends SampledBounds[DOMAIN]
Attributes
- Source
- SamplePointStatistics.scala
- Supertypes
-
trait Serializabletrait Producttrait Equalstrait SampledBounds[DOMAIN]class Objecttrait Matchableclass AnyShow all
case class SampleMean(sampleMean: Double) extends SampledMean
Attributes
- Source
- SamplePointStatistics.scala
- Supertypes
-
trait Serializabletrait Producttrait Equalstrait SampledMeanclass Objecttrait Matchableclass AnyShow all
case class SampleMeanAndVariance(sampleMean: Double, sampleVariance: Double, sampleMass: BigDecimal) extends SampledMass, SampledMean, SampledVariance
Attributes
- Source
- SamplePointStatistics.scala
- Supertypes
-
trait Serializabletrait Producttrait Equalstrait SampledVariancetrait SampledMeantrait SampledMassclass Objecttrait Matchableclass AnyShow all
case class SamplePointStatistics[DOMAIN](sampleMean: Double, sampleVariance: Double, bounds: Interval[DOMAIN], sampleMass: BigDecimal)(implicit evidence$1: ClassTag[DOMAIN]) extends SampledPointStatistics[DOMAIN]
Attributes
- Source
- SamplePointStatistics.scala
- Supertypes
-
trait Serializabletrait Producttrait Equalstrait SampledPointStatistics[DOMAIN]trait SampledVariancetrait SampledBoundedMean[DOMAIN]trait SampledMasstrait SampledMeantrait SampledBounds[DOMAIN]class Objecttrait Matchableclass AnyShow all
case class SampleVariance(sampleVariance: Double) extends SampledVariance
Attributes
- Source
- SamplePointStatistics.scala
- Supertypes
-
trait Serializabletrait Producttrait Equalstrait SampledVarianceclass Objecttrait Matchableclass AnyShow all
Attributes
- Source
- Sampleable.scala
- Supertypes
- Known subtypes
-
class Tetrahedrontrait Interval[DOMAIN]class ContinuousIntervaltrait DiscreteInterval[DOMAIN]class IntIntervalclass LongIntervalclass FloatIntervaltrait ProbabilityDistribution[DOMAIN]class EstimatedBetaclass EstimatedBinomialclass EstimatedDiscreteUniformclass EstimatedGaussianclass EstimatedLogNormalclass EstimatedPoissonclass EstimatedUniformtrait ParametricProbabilityDistribution[DOMAIN]class Betaclass Binomialclass DiscreteUniformclass Gaussianclass LogNormalclass PERTclass Poissonclass Uniformclass UnivariateGenerativeModel[T]Show all
trait SampledBoundedMean[DOMAIN] extends SampledBounds[DOMAIN], SampledMean, SampledMass
Attributes
- Source
- SamplePointStatistics.scala
- Supertypes
-
trait SampledMasstrait SampledMeantrait SampledBounds[DOMAIN]class Objecttrait Matchableclass AnyShow all
- Known subtypes
-
class SampleBoundedMean[DOMAIN]trait SampledPointStatistics[DOMAIN]class EstimatedBetaclass EstimatedBinomialclass EstimatedDiscreteUniformclass EstimatedGaussianclass EstimatedLogNormalclass EstimatedPoissonclass EstimatedUniformclass SamplePointStatistics[DOMAIN]Show all
Attributes
- Source
- SamplePointStatistics.scala
- Supertypes
- Known subtypes
-
class SampleBounds[DOMAIN]trait SampledBoundedMean[DOMAIN]class SampleBoundedMean[DOMAIN]trait SampledPointStatistics[DOMAIN]class EstimatedBetaclass EstimatedBinomialclass EstimatedDiscreteUniformclass EstimatedGaussianclass EstimatedLogNormalclass EstimatedPoissonclass EstimatedUniformclass SamplePointStatistics[DOMAIN]Show all
trait SampledMass
Attributes
- Source
- SamplePointStatistics.scala
- Supertypes
- Known subtypes
-
class SampleMeanAndVariancetrait SampledBoundedMean[DOMAIN]class SampleBoundedMean[DOMAIN]trait SampledPointStatistics[DOMAIN]class EstimatedBetaclass EstimatedBinomialclass EstimatedDiscreteUniformclass EstimatedGaussianclass EstimatedLogNormalclass EstimatedPoissonclass EstimatedUniformclass SamplePointStatistics[DOMAIN]Show all
trait SampledMean
Attributes
- Source
- SamplePointStatistics.scala
- Supertypes
- Known subtypes
-
class SampleMeanclass SampleMeanAndVariancetrait SampledBoundedMean[DOMAIN]class SampleBoundedMean[DOMAIN]trait SampledPointStatistics[DOMAIN]class EstimatedBetaclass EstimatedBinomialclass EstimatedDiscreteUniformclass EstimatedGaussianclass EstimatedLogNormalclass EstimatedPoissonclass EstimatedUniformclass SamplePointStatistics[DOMAIN]Show all
trait SampledPointStatistics[DOMAIN] extends SampledVariance, SampledBoundedMean[DOMAIN]
Attributes
- Source
- SamplePointStatistics.scala
- Supertypes
-
trait SampledBoundedMean[DOMAIN]trait SampledMasstrait SampledMeantrait SampledBounds[DOMAIN]trait SampledVarianceclass Objecttrait Matchableclass AnyShow all
- Known subtypes
-
class EstimatedBetaclass EstimatedBinomialclass EstimatedDiscreteUniformclass EstimatedGaussianclass EstimatedLogNormalclass EstimatedPoissonclass EstimatedUniformclass SamplePointStatistics[DOMAIN]Show all
trait SampledVariance
Attributes
- Source
- SamplePointStatistics.scala
- Supertypes
- Known subtypes
-
class SampleMeanAndVarianceclass SampleVariancetrait SampledPointStatistics[DOMAIN]class EstimatedBetaclass EstimatedBinomialclass EstimatedDiscreteUniformclass EstimatedGaussianclass EstimatedLogNormalclass EstimatedPoissonclass EstimatedUniformclass SamplePointStatistics[DOMAIN]Show all
object Uniform
Attributes
- Companion
- class
- Source
- Uniform.scala
- Supertypes
- Self type
-
Uniform.type
case class Uniform(interval: Interval[Double]) extends ParametricProbabilityDistribution[Double]
Attributes
- Companion
- object
- Source
- Uniform.scala
- Supertypes
-
trait Serializabletrait Producttrait Equalstrait ProbabilityDistribution[Double]trait Sampleable[Double]class Objecttrait Matchableclass AnyShow all
Types
Attributes
- Source
- SamplePointStatistics.scala
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