Since the ground is a power cable, I'd run the ground on teh side with all the other power cables.
Although the ground could (should?) be connected to a heavy-duty chassis bolt, on an area that has been groung clean of any paint, dirt, debris, etc. That would save running a ground the entire length of the car.
And the ground wire running with audio signal cables could make a difference.