Depending on which state you are, so be careful

Some states prohibit landlords from refusing the federal vouchers, but in Virginia, landlords can refuse to rent to people in the Section 8 program.

Well, if the renter has a good credit score and can keep your house in good shape, then why not.

One other trick is to visit the applicants current residence to make the decision.