Yes, you
should file jointly as it is the most beneficial filing status for married
taxpayers. The fact that your wife has no income will help your income (while
file jointly) to be reduced by 'joint' deductions, which may increase your
refund/ lower your tax liability.
For a detailed comparison of both
statuses, please click here.