Yeah, this one I wasn't really sure how to treat.
According to Wikipedia: Morrison became a Catholic at the age of 12 and took the baptismal name Anthony (after Anthony of Padua), which led to her nickname, Toni.
And I understand she got the Morrison from her husband, Harold Morrison.