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You can also analyse the skewness and kurtosis of the time period PnL by using 3rd and 4th moments of $Y_t$ respectively. Presumably you are going to conclude that for 2 sequence with identical expectation and variance, you are going to choose the one with optimistic skew or lower kurtosis, but it's possible not according to the self confidence of