can you own stores in oblivion?something came up on the loading screen and im not sure if you can or not.

No. An expert in mercantile can 'invest' 500 in a store but that only means the storekeeper has 500 more to bargain with. More info here: http://www.uesp.net/wiki/Oblivion:Mercantile