You can also analyse the skewness and kurtosis from the interval PnL by using third and 4th moments of $Y_t$ respectively. Presumably you'll conclude that for 2 collection with equivalent expectation and variance, you are going to prefer the one particular with constructive skew or decrease kurtosis, but perhaps not based on the self-assurance of t