If you are married, you may choose to file one tax return jointly with your spouse. A joint tax return combines the incomes and deductions of each spouse. In order to file jointly, both you and your spouse must agree to file a joint tax return, and both must sign the return. Married Filing Jointly (MFJ) provides more tax benefits than filing separately.