I have two explanatory variables and an OLS model fitted to an exponential curve, y = ae^(b1x1 + b2x2), so I gather the two are different. Is it still possible to derive one from the other? Or -- if that is a relationship I really want to explore -- is it better to log-transform everything to have a linear situation?