I guess that it's named for this religious group (our group), because just like the stereotypical Methodist, Methodist cake isn't flash and unlike the sparkle of a freshly baked fruit cake.
It's a contrast to another holiday delicacy - rum cake, knowing the propensity for Methodists to be teetotalers.