There is another, more subtle problem with the max DD measure, which is that 
by reshuffling the same trades of the same strategy you would get 
drastically different max DD figures. It's as though the same strategy 
suddenly changes from "good" to "bad" by simply rearranging the trades in 
time. In reality, it's still exactly the same strategy, with exactly the 
same risk/reward profile.

If this doesn't click in, think about this experiment. You have two coins, A 
and B, and you suspect that one of them is a fair coin, while the other one 
is a loaded one. So, you flip each one 1 million times. The results are: 
500,000 heads and 500,000 tails for each coin. However coin A had a a 
maximum streak of 10 heads in a row, while coin B had a maximum of 5 heads 
in a row. Based on the Sterling Ratio adapted for coins, coin B would be 
determined to be 2 times more "fair" than coin A, when in reality, both 
coins are perfectly and equally fair. On the other hand, if you use the PI 
measure, it would be identical for coins A and B.


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