It's also possible to analyse the skewness and kurtosis with the time period PnL by having 3rd and 4th moments of $Y_t$ respectively. Presumably you might conclude that for 2 series with similar expectation and variance, you might like the 1 with constructive skew or lessen kurtosis, but perhaps not depending upon the self-assurance of the industry