Real World Framework

Old World New World 
   
Normal (Gaussian) Distributions Fat-tailed Distributions
Correlation Tail & Asymmetric Dependence
Standard Deviation Expected Tail Loss
Sharpe Ratios STARR Performance
Mean-Variance Optimal Portfolios Fat-tailed ETL Optimal Portfolios