If the coat is washable, put some baby shampoo on the area and kind of rub it in. Let it sit for 2 or 3 minutes and then wash the coat as usual. You may have to do this a few times, but usually the graese will come out.
Be careful not to let it sit too long with the baby shampoo on it, because some fabrics can get discolored.