An LM317 and a pass transistor hould do it. But it will only do 1.5 A, you might need a pass transistor to get more current.
http://www.fairchildsemi.com/ds/LM/LM317.pdf
Depending on the requirement, a zener and moderately high voltage NPN transistor should do nicely.
Look at the "example linear regulator here: