It can be noticed that log-returns of Lukoil and Norilsk Nickel have positive mean, while returns of Gazprom display negative mean. All the returns are left tailed and posses large kurtosis, which is a clear implication of non-normality of our log-returns. Small p-values of Jarque-Bera test for normality of our log-returns confirm that. (Table 9)