Negative income tax seems quite hard to administer when compared to a basic income. Why bother with all the bureaucracy required to deal with accounting for millions of minuscule incomes, when a simple flat payment would do the same job?
You have to do the income tax anyway, you might as well run the two programs together.
http://www.city-journal.org/2011/21_1_income-tax.html