Since it's otherwise undocumented, I'll add:
You perform a factory reset by pressing the Home button, tag the "gears" icon, tap "Device Information." There you will see the button to perform the factory reset. Note that a reset will undo all of the Updates, so you will have to use the Kobo desktop software again to re-configure and update the Kobo.
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