My understanding is that yes you can. whenever you join it starts with a 3 month free period.
My dumb question is if there are features that I can use without ever subscribing? I prefer to own, but use iTunes Radio for discovery. I would be interested in the Just For You feature if I did not have to subscribe..
The only thing you can use without paying is Beats 1.