Risk return analysis

Mean, variance, exponential variance, downside deviation, skewness, kurtosis, drawdown, value at risk, Sharpe Ratio, Sortino Ratio.

Relative performance analysis

Treynor ratio, alpha / beta analysis.

Risk diversification analysis

up/down returns analysis, correlation, worst / best returns ranking.