Although it’s not actually a book about Root Cause Analysis, the book titled "Psychology Intelligence Analysis" has really good material that impacts how well someone will perform when doing RCA.  I paid for the book (well worth it) but a client found it could be downloaded for free on the CIA website (thanks, Vince).