Hi,
at a first sight it could seem that your material is complex enough so a simple variation of E is about meaningless. But as Gfbotha said, it could also be a matter of Poisson ratio.
But the question is: are you absolutely sure of the "extension" of the field in which linearity / elasticity can be assumed? Do you have knowledge of what your material "mean" by being viscoelastic?
Bear in mind that, if there is some condition (APART from material characteristics) in the real experiment which violates linearity, your linear analysis will not be correct, but a non-linear analysis uniquely focused on the material won't be correct as well!
Don't be scared by non-linear analysis: if you find you need it, do it!!! It will be a little more difficult, and slower to solve, that's all.
Regards