In 2008, the EPA revised fuel economy ratings. They have since issued revised ratings for older vehicles, here is what they show for the 2007 Edge:
http://www.fueleconomy.gov/feg/Find.do?action=sbs&id=23898
As you can see, they give 16 mpg city. If you accelerate quickly or do not drive smoothly, you could easily do worse. Other factors are carrying a bunch of extra weight around or having under inflated tires.
Lastly, you have a Front Wheel Drive, right? The AWD is even worse.