The normal distribution plays a significant role in “mean-variance” models, and it has the following characteristics:
Skew or skewness refers to the distribution being not symmetrical. The skews could either be:
Kurtosis measures the sharpness of the peaks (of the distribution). The following are quick charateristics of the degrees of Kurtosis. Higher the kurtosis, higher the deviation.