Although you did not have any income in 2016, you can still file Married Filing Jointly with your spouse. Your spouse does not need to claim you as a dependent separately. By filing Married Filing Jointly, you both will get your standard deduction of $12,600 to reduce your taxable income, unless you itemize to get a bigger tax break, if the total itemized deductions is more than the standard deductions.
