I may be missing you point, but do you have a data point at 0,0, and is there any reason to expect that the estimate should pass through 0,0? If yes to both, then you might consider using a polynomial fit. Keep raising the order of the polynomial until the line comes as close to your actual data point as you want, but beware that higher orders can create pretty bizarre curves that probably don't represent reality.
Jerry