Kurtosis empirical evidence

[vasvet]

Hi All,

If we are given Loss RV as :


How to prove that kurtosis is 3?


Additionally if Volatility is stochastic:


How to prove that the distribution is fat tailed (kurtosis is greater than 3) assuming and are independent?

Thank you