Create a conditional random vector

In this example we are going to build a conditional random vector

import openturns as ot

Create the random vector (parameters of )

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 distribution

XgivenThetaDist = ot.Exponential()

Create the distribution

XDist = ot.ConditionalRandomVector(XgivenThetaDist, thetaRV)

Draw a sample

XDist.getSample(5)

	X0
0	1.063651
1	0.3375136
2	1.11396
3	0.23037
4	0.744067