These are great choices for the Hatter's Ball or Deadly Derby. Grab an inexpensive felt tophat or
sunhat and hot-glue anything to it, and make your hat unique!
Also, for most other mystery party characters, you could wear any clothing you wish and a hat within your character's theme! There's no need for elaborate costumes unless you want to do that.