pnl Options
You may as well 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 collection with similar expectation and variance, you might favor the one particular with favourable skew or reduce kurtosis, but possibly not based on the self confidence of the m