You can also analyse the skewness and kurtosis from the interval PnL by using third and 4th times of $Y_t$ respectively. Presumably you'll conclude that for two series with similar expectation and variance, you might prefer the a person with positive skew or decreased kurtosis, but perhaps not according to the confidence of the market perspective,