LargeMeanPoissonSampler

class LargeMeanPoissonSampler(mean: Double) : Sampler<Int>

Sampler for the Poisson distribution.

  • For large means, we use the rejection algorithm described in Devroye, Luc. (1981).The Computer Generation of Poisson Random Variables Computing vol. 26 pp. 197-207.

This sampler is suitable for mean >= 40.

Based on Commons RNG implementation. See https://commons.apache.org/proper/commons-rng/commons-rng-sampling/apidocs/org/apache/commons/rng/sampling/distribution/LargeMeanPoissonSampler.html.

Constructors

LargeMeanPoissonSampler
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common
fun LargeMeanPoissonSampler(mean: Double)

Types

Companion
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common
object Companion

Functions

sample
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common
open override fun sample(generator: RandomGenerator): BlockingIntChain
Generates a chain of samples.
toString
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common
open override fun toString(): String

Properties

mean
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common
val mean: Double