Note
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Create a conditional random vectorΒΆ
In this example we are going to build a conditional random vector
import openturns as ot
create the random vector Theta (parameters of X)
gammaDist = ot.Uniform(1.0, 2.0)
alphaDist = ot.Uniform(0.0, 0.1)
thetaDist = ot.JointDistribution([gammaDist, alphaDist])
thetaRV = ot.RandomVector(thetaDist)
create the XgivenTheta distribution
XgivenThetaDist = ot.Exponential()
create the X distribution
XDist = ot.ConditionalRandomVector(XgivenThetaDist, thetaRV)
draw a sample
XDist.getSample(5)