Closing Preview documents without confirmation dialog AND without quitting Preview
Try using ⌘-⌫ (Command-Delete). I read the list of system keyboard shortcuts for documents, and it is near the very end, and I just tried it, as I have had the same question for a few years now. Previously, I had not read far enough before giving up.