> The current performance index is some what redundant because it can be
> derived from profit factor. it is equal to 100% * (f-1)/(f+1) where f
> is profit factor. If profit factor is 1.5, you will see a performance
> index of 20%
>
> I suggest to add Sharpe Ratio for risk adjustment as a new risk index
> or as a replacement for the old performance index.
>
> Sharpe Ratio = average profit per trade / standard deviation of all
> the gain and loss
>
> The standard deviation represents the risk. If the gain/loss
> distribution is Gaussian, cumulative distribution function can be used
> to determine the profit possibility. For example, if Sharpe Ratio is
> 1, the possibility of loss in a trade is (1-2 * 34.1%) / 2 = 16%.


Yes, performance index (PI) is redundant. The problem with Sharpe
Ratio is that it doesn't take an opportunity cost into account. For
example, compare two strategies:
Strategy A: 1000 trades, average profit per trade is $100, standard
deviation is $200, Sharpe's Ratio is 0.5
Strategy B: 100 trades, average profit per trade is $100, standard
deviation is $200, Sharpe's Ratio is 0.5

As can be seen, strategy A would make 10 times the net profit
compared to what strategy B would make, even though their Sharpe's
ratios are the same. To correct this problem, we could make an
adjustment that Kelvin suggested, but I am not sure if it makes
statistical sense.
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