#! /usr/bin/env python

from openturns import *

TESTPREAMBLE()
RandomGenerator().SetSeed(0)

try :
    distribution = Logistic(2.0, 2.5)
    size = 10000
    sample = distribution.getSample(size)
    factory = LogisticFactory()
    estimatedDistribution = factory.build(sample)
    print "distribution=", repr(distribution)
    print "Estimated distribution=", repr(estimatedDistribution)
    estimatedDistribution = factory.build()
    print "Default distribution=", estimatedDistribution
    estimatedDistribution = factory.build(distribution.getParametersCollection())
    print "Distribution from parameters=", estimatedDistribution
    estimatedLogistic = factory.buildAsLogistic(sample)
    print "Logistic          =", distribution
    print "Estimated logistic=", estimatedLogistic
    estimatedLogistic = factory.buildAsLogistic()
    print "Default logistic=", estimatedLogistic
    estimatedLogistic = factory.buildAsLogistic(distribution.getParametersCollection())
    print "Logistic from parameters=", estimatedLogistic

except :
    import sys
    print "t_LogisticFactory_std.py", sys.exc_type, sys.exc_value
