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It's also possible to analyse the skewness and kurtosis on the time period PnL by getting third and 4th moments of $Y_t$ respectively. Presumably you may conclude that for 2 series with identical expectation and variance, you might choose the just one with good skew or reduced kurtosis, but probably not based on the assurance of the market watch, a