The White Feather is an equippable artifact that appears in Silent Hill: Book of Memories. The artifact can be purchased from Howard's Shop with a price tag of 5,000 MR. Equipping this artifact for the final boss fight along with dog tag and the channeling stone will unlock the Joke ending.
It does not affect stats.