kmath-stat/space.kscience.kmath.distributions/Distribution1D

Distribution1D

interface Distribution1D<T : Comparable<T>> : Distribution<T>

Functions

abstract fun cumulative(arg: T): Double

Cumulative distribution for ordered parameter (CDF)

abstract fun probability(arg: T): Double

A probability value for given argument arg. For continuous distributions returns PDF

abstract override fun sample(generator: RandomGenerator): Chain<T>

Generates a chain of samples.

Inheritors

NormalDistribution

UniformDistribution

Extensions

fun <T : Comparable<T>> Distribution1D<T>.integral(from: T, to: T): Double

Compute probability integral in an interval

Sources