The rear brake is very important for initial braking, in order to transfer weight to the front, which allows harder braking without locking up the front tire.
When you initially hit the brakes, your braking potential is split around 50:50. At absolute maximum potential braking force, your rear tire is near lifting, so it's around 100:0.
That said, if you only have one brake, it's better to have it on the front than the rear.