Yes. Since you are a U.S. resident for tax purposes, you can elect to file jointly with your spouse. The IRS will tax all your worldwide income. Filing together will probably be beneficial if your spouse is a student with little or no income.
Your other choice is to file separately. In that case, your spouse may not have to file a return if she had no income.
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