We are tracking payments in the statistics table, but when a payment gets reversed, the data you can get from there is not correct. We should also be tracking reversed payments so it's possible to calculate the correct amounts from the statistics table.
This is no longer valid, as the functionality it was reported against has been removed:
Bug 20629 - Remove ability to 'reverse' payments
Voiding something will be logged in action_logs.