If you go with US or UA, you can fly nonstop on US to Florida, Phoenix, Vegas and much of the East Coast from DCA, which for me is significantly more convenient then IAD. Not only is it closer, but the airport is easier to navigate.
Unless you want to connect most places, AA doesn't seem like a great option, unless you fly to AA hubs.