You can also analyse the skewness and kurtosis in the period PnL by taking third and 4th times of $Y_t$ respectively. Presumably you are going to conclude that for 2 series with equivalent expectation and variance, you may like the a single with good skew or decrease kurtosis, but it's possible not depending upon the self-assurance of the market ch