You can also analyse the skewness and kurtosis in the interval PnL by using third and 4th times of $Y_t$ respectively. Presumably you are going to conclude that for 2 series with equivalent expectation and variance, you might choose the a person with optimistic skew or reduce kurtosis, but probably not based on the assurance of the market check out