Hi Gustavo,
First I want to be clear that I'm no expert in this sort of thing (I'm a computer programmer, not a population/statistics guy), but from what I've seen, the margin of error applies to household & people counts, not to incomes. What you are doing wouldn't affect person/household counts, so if I understand this correctly (and please feel free to correct me otherwise!), margin of error would be handled the same as if you hadn't done the adjustments.
- John Grumbine