LEDs also require a ballast. When they are used as indicator lights in electronics device, a simple power wasting resistor is used. It's not a big deal, since a simple indicator LED doesn't require much current. LED lamps are another story. I haven't looked into how the manufacturers ballast them, but I wouldn't be surprised to find out it's some sort of active electronic circuit, which raises the possibility of early failure, and yes, harmonics.