Performance evaluation measures (Sharpe, Treynor, Jensen's Alpha)
Performance Evaluation Measures Sharpe Ratio: The Sharpe ratio is a widely used measure of risk-adjusted return. It compares the annualized return of an...
Performance Evaluation Measures Sharpe Ratio: The Sharpe ratio is a widely used measure of risk-adjusted return. It compares the annualized return of an...
Sharpe Ratio:
The Sharpe ratio is a widely used measure of risk-adjusted return. It compares the annualized return of an investment with the risk-free rate (e.g., government bonds) to quantify how much extra return an investor is earning for the level of risk involved.
Formula:
Sharpe Ratio = (Average Portfolio Return - Risk-Free Rate) / Portfolio Standard Deviation
Interpretation:
A higher Sharpe ratio indicates that the portfolio is generating higher returns relative to its risk.
A lower Sharpe ratio indicates that the portfolio is generating lower returns relative to its risk.
Example:
Suppose an investor has two portfolios, Portfolio A and Portfolio B. Portfolio A has an annualized return of 15% and a standard deviation of 20%, while Portfolio B has an annualized return of 10% but a standard deviation of 15%. The Sharpe ratio for Portfolio A would be 1.25, while the Sharpe ratio for Portfolio B would be 0.67.
Treynor Ratio:
The Treynor ratio is another commonly used measure of risk-adjusted return, specifically for actively managed portfolios. It focuses on the excess return of the portfolio relative to the risk-free rate, capturing both systematic and unsystematic risk.
Formula:
Treynor Ratio = (Portfolio Return - Risk-Free Rate) / Portfolio Standard Deviation
Interpretation:
A higher Treynor ratio indicates that the portfolio is generating higher excess returns compared to the risk-free rate.
A lower Treynor ratio indicates that the portfolio is generating lower excess returns compared to the risk-free rate.
Example:
Similar to the Sharpe ratio, the Treynor ratio for Portfolio A would be higher than the Treynor ratio for Portfolio B.
Jensen's Alpha:
Jensen's alpha measures the excess return of a portfolio relative to a specific benchmark, such as the market or a risk-free rate. It helps to control for the risk of the benchmark and provides a more accurate measure of risk-adjusted return.
Formula:
Jensen's Alpha = (Portfolio Return - Benchmark Return) / Portfolio Standard Deviation
Interpretation:
A higher Jensen's alpha indicates that the portfolio has a higher excess return compared to the benchmark.
A lower Jensen's alpha indicates that the portfolio has a lower excess return compared to the benchmark.
Example:
Similar to the Sharpe and Treynor ratios, calculating Jensen's alpha would also help determine the extent to which the portfolio is outperforming the benchmark