I think the WTS explanation is that Joshua wrote a small part of the Torah.
A couple of good books by Richard Elliott Friedman:
The Bible with Sources Revealed (excellent for seeing the evidence behind the documentary hypothesis, a topic skirted by the WTS)
The Hidden Book of the Bible (very, very interesting, if you happen to be into this sort of thing)