I will be introducing how to model the distribution of the S&P500 returns. I will be exploring the parameterized models normal, student-t, skewed normal and also non-parameteized models; KDE and TKDE. Introduction Being able to successfully model the distribution of asset returns is a important part of quantitative finance. The distribution…