I have a couple questions regarding reversals... when are the stats available ? a month after ?

For example lets say

u download your stats

u had

10 sales

a month later they get reversed how do they look in your downloaded reports ?

i dont really run any programs that had sales reversed but i notice its a big problem so i wanted to get my feet wet before i jump in ...

Thanks in advance...