Settings > Twitter > Tap on your user name > Delete Account
Unfortunately, for me anyway, it will sign me out, but after an hour or so, I'm signed back in. It's an old account that I have actually deleted and can't use any more, but there doesn't seem to be a way to stay signed out. Good luck!
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