Missing Madness is a quest found in Epic Mickey: Power of Illusion given by Alice. It is available after completing the Tea Time Trouble Too quest.
Alice asks Mickey to find the Mad Hatter. He can be found in the Under the Sea level. The reward for completing the quest is a Room Star and 703 e-tickets.