I have non-negative numbers $x_1, \dots, x_n$. These numbers are all percentages rounded to the nearest tenth of a percentage. Unfortunately, I don't have any of the numerators or denominators driving these percentages.
The true percentages, $t_1, \dots, t_n$, are unknown and should obviously sum up to $100$. But this is not the case for the numbers $x_1, \dots, x_n$, due to rounding error.
Since these are rounded to the nearest tenth, I propose that I should add uniform random variables $U_1, \dots, U_n$ drawn from a uniform distribution in the interval $(-0.5, 0.5)$.