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#! /usr/bin/env python
from __future__ import print_function
from openturns import *
TESTPREAMBLE()
RandomGenerator.SetSeed(0)
try:
# Time grid creation
Tmin = 0.0
deltaT = 0.1
steps = 11
# Initialization of the time grid timeGrid1
timeGrid = RegularGrid(Tmin, deltaT, steps)
# Default aggregated process creation
myProcess = AggregatedProcess()
# We fix the time grid to the process
myProcess.setTimeGrid(timeGrid)
print("myProcess=", myProcess)
print("a realization=", myProcess.getRealization())
marginalProcess = myProcess.getMarginal(0)
print("a marginal process=", marginalProcess)
# Parameter aggregated process creation
coll = ProcessCollection()
coll.add(WhiteNoise())
coll.add(ARMA())
coll.add(TemporalNormalProcess())
myProcess = AggregatedProcess(coll)
myProcess.setTimeGrid(timeGrid)
print("myProcess=", myProcess)
print("a realization=", myProcess.getRealization())
marginalProcess = myProcess.getMarginal(1)
print("a marginal process=", marginalProcess)
print("another marginal process=", myProcess.getMarginal([0, 2]))
except:
import sys
print("t_AggregatedProcess_std.py", sys.exc_info()[0], sys.exc_info()[1])
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