1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20
|
#! /usr/bin/env python
import openturns as ot
ot.TESTPREAMBLE()
distribution = ot.Multinomial(5, [0.25] * 3)
size = 10000
sample = distribution.getSample(size)
factory = ot.MultinomialFactory()
estimatedDistribution = factory.build(sample)
print("distribution=", repr(distribution))
print("Estimated distribution=", repr(estimatedDistribution))
estimatedDistribution = factory.build()
print("Default distribution=", estimatedDistribution)
estimatedMultinomial = factory.buildAsMultinomial(sample)
print("Multinomial =", distribution)
print("Estimated multinomial=", estimatedMultinomial)
estimatedMultinomial = factory.buildAsMultinomial()
print("Default multinomial=", estimatedMultinomial)
|