If your wanting to take out one of these guys out I highly recommend an argy with at least 3000 health and 400 melee (and of course stamina) Just make sure you don't get hit too many times and you'll be absolutely fine. I find that they won't do the roar if you already attack without them seeing/fighting something else.

More Rex Encountering Tips