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You may as well analyse the skewness and kurtosis with the time period PnL by getting third and 4th moments of $Y_t$ respectively. Presumably you might conclude that for 2 series with similar expectation and variance, you can desire the a single with positive skew or decreased kurtosis, but perhaps not depending on the self esteem of the market per