It's also possible to analyse the skewness and kurtosis with the time period PnL by getting third and 4th moments of $Y_t$ respectively. Presumably you may conclude that for 2 series with equivalent expectation and variance, you might want the one particular with positive skew or lower kurtosis, but perhaps not based on the assurance of the marketp