Correct. Just use a DisplayPort cable.
Also the adapter you ordered from Newegg doesn't look like an Active adapter. It should say Active on it if it is, and it should cost $25-$30 for a single link active adapter. If you still can, you should cancel that order, and order a DisplayPort...