I don't see why not; I give the same treatment to my favourite books and movies all the time. You'll likely notice a lot of subtle details that you missed the first time (depending on the author I suppose). Heck, I had to read Dune three times just to understand it all.

Also, it's a violation of the unwritten rules to make a post like this and not tell us what your favourite book is.