Well, I found something that essentially is something like this. Correct me if I am wrong.
Let Q = stiffness in lbs/inch
C = Constant
D = Roll bar diameter
L = Length of bar
A = Length of lever arm
Q = C * D^4/[L*A^2]
So stiffness is directly proportional to diameter ^4
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