Hello Simon,


Please have a look at the ANCOVA algorithm.


Julien


De : [email protected] <[email protected]> de la part de Simon Rittel <[email protected]>
Envoyé : jeudi 13 juin 2019 17:23:28
À : [email protected]
Objet : [ot-users] reply: usage of
 

Hello,

with one of the four implemented "SobolIndicesAlgorithm"s one can 
compute the Sobol coefficients for a function with independent inputs.
Am I correct that there's no direct method implemented to calculate 
these coefficients for dependent input variables?

To cope with dependent inputs one could apply the well-known 
Rosenblatt transformation before the sensitivity analysis. I saw that 
there are already isoprobabilistic transformations implemented, but 
from the documentation I couldn't figure out how exactly they are 
meant to work (the theory, however, I do understand) and therefore 
also how to use them. Maybe you could provide me a short example or 
explain briefly how to generate a independent input vector with the 
help of the implemented Rosenblatt transformation?

I would appreciate your help on these two questions.

Thank you,
Simon Rittel


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