More specifically, when analyzing weighted sample data employing svy the suite of commands in Stata the conventional Pearson χ2 statistic test of independence is converted into “ an F statistic with noninteger degrees of freedom by using a second - order Rao and Scott (1981 [22], 1984 [23]) correction ”. [24]