Yes, you can apply for an ITIN and elect to treat her as a resident alien for taxes. The biggest advantage is that you can file a joint return which provides more tax benefits. However, if you make the election, she will be required to report her worldwide income, so if she has income outside the U.S. you must weigh the benefits.
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