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#! /usr/bin/env python
import openturns as ot
ot.TESTPREAMBLE()
distribution = ot.Beta(0.2, 0.4, -1.0, 2.0)
size = 10000
sample = distribution.getSample(size)
factory = ot.BetaFactory()
estimatedDistribution = factory.build(sample)
print("distribution=", repr(distribution))
print("Estimated distribution=", repr(estimatedDistribution))
distribution = ot.Beta(0.5, 0.8, -1.0, 2.0)
sample = distribution.getSample(size)
estimatedDistribution = factory.build(sample)
print("distribution=", repr(distribution))
print("Estimated distribution=", repr(estimatedDistribution))
distribution = ot.Beta(0.5, 1.8, -1.0, 2.0)
sample = distribution.getSample(size)
estimatedDistribution = factory.build(sample)
print("distribution=", repr(distribution))
print("Estimated distribution=", repr(estimatedDistribution))
distribution = ot.Beta(1.5, 2.8, -1.0, 2.0)
sample = distribution.getSample(size)
estimatedDistribution = factory.build(sample)
print("distribution=", repr(distribution))
print("Estimated distribution=", repr(estimatedDistribution))
estimatedDistribution = factory.build()
print("Default distribution=", estimatedDistribution)
estimatedDistribution = factory.build(distribution.getParameter())
print("Distribution from parameters=", estimatedDistribution)
estimatedBeta = factory.buildAsBeta(sample)
print("Beta =", distribution)
print("Estimated Beta=", estimatedBeta)
estimatedBeta = factory.buildAsBeta()
print("Default Beta=", estimatedBeta)
estimatedBeta = factory.buildAsBeta(distribution.getParameter())
print("Beta from parameters=", estimatedBeta)
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