I did just that.
I bought my first plane, a C-150 (midtime airframe, 550 hour engine, nice radios and overall condition) in December '02 for $18,000. Sold it in March '04, after I put about 325 hours on it for $20,000.

-Bryan
U.S.C.G. licensed captain