Yes, you can buy like anyone else. but your mortgage requirements will be somewhat greater, i.e. larger down payment. if you have a good relationship with your home bank and they are an international bank that does business in the U.S. i.e. Citibank, you may find them more accommodating. But that said, you should still check with a few lenders.