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Recognizing most affecting factors on respose/output?

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Hi Matlabers,
I have some variables like A,B,C,D.
A,B and C are independant parameters and D is respose of A, B and C togther with some non-linear relationship.
How can I know whoch parameter out of A,B and C affecting D in more extent ?
It will be better if I get weightage factors for these three independant parameters/variables
Thanks in advance !

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