Neil Gaiman does it. J. K. Rowling, too. Truman Capote, Charles Dickens, William Shakespeare— most of the greats of English literature have done it.
Yet when I tell people that I write my novels in longhand they react as though I am some kind of exotic creature. Writerii masochisteria, perhaps.