Risk-adjusted metrics

Financial Analytics in Google Sheets

David Ardia

Professor in Quantitative Methods for Finance

Sharpe ratio

  • Most popular risk-adjusted metric

  • Excess reward divided by volatility:

$$Sharpe\,\,ratio = \frac{m_G - r_f}{sd}$$

        Effective rate of return: $m_G$

        Risk-free rate: $r_f$

        Volatility of the returns: $sd$

Financial Analytics in Google Sheets

Sharpe ratio

  • Most popular risk-adjusted metric

  • Excess reward divided by volatility:

$$Sharpe\,\,ratio = \frac{m_G - r_f}{sd}$$

        Effective rate of return: $m_G$

        Risk-free rate: $r_f$ → Interest rate of the US Treasury Bill

        Volatility of the returns: $sd$

Financial Analytics in Google Sheets

Sharpe ratio

        $R_1=50\%,R_2=-20\%,R_3=5\%,R_4=-3\%$

  • Effective rate of return: $m_G = 5\%$
  • Volatility of the returns: $sd = 30\%$
  • Assume risk-free rate: $r_f = 1\%$

$$Sharpe\,\,ratio = \frac{m_G - r_f}{sd} = \frac{5\% - 1\%}{30\%} = 0.13$$

Financial Analytics in Google Sheets

Sharpe ratio with Google Sheets

Financial Analytics in Google Sheets

Volatility and Sharpe ratio

  • High volatility penalizes the Sharpe ratio
  • Is volatility bad for investors?

Financial Analytics in Google Sheets

Semideviation and Sortino ratio

  • The semideviation is a measurement of dispersion of the returns which are below the average return:

$$smd=\sqrt{\frac{(R_1^\star-m_A)^2+(R_2^\star-m_A)^2+\cdots+(R_L^\star-m_A)^2}{L}}$$

        where $R_1^\star, R_2^\star,\ldots,R_L^\star$ are the $L$ historical returns which are below $m_A$

  • The Sortino ratio replaces the volatility in the Sharpe ratio:

$$Sortino\,\,ratio = \frac{m_G - r_f}{ smd}$$

Financial Analytics in Google Sheets

Semideviation and Sortino ratio

        $R_1=50\%,R_2=-20\%,R_3=5\%,R_4=-3\%$

  • Average return: $m_A=8\%$

  • Semideviation:

$$smd=\sqrt{\frac{(-20\%-8\%)^2+(5\%-8\%)^2+(-3\%-8\%)^2}{3}}=17\%$$

Financial Analytics in Google Sheets

Semideviation and Sortino ratio

        $R_1=50\%,R_2=-20\%,R_3=5\%,R_4=-3\%$

  • Effective rate of return: $m_G=5\%$
  • Semideviation: $smd=17\%$
  • Assume risk-free rate: $r_f=1\%$

$$Sortino\,\,ratio = \frac{m_G - r_f}{smd} = \frac{5\% - 1\%}{17\%} = 0.23 $$

Financial Analytics in Google Sheets

Semideviation with Google Sheets

Financial Analytics in Google Sheets

Semideviation with Google Sheets

Financial Analytics in Google Sheets

Semideviation with Google Sheets

Financial Analytics in Google Sheets

Semideviation with Google Sheets

Financial Analytics in Google Sheets

Semideviation with Google Sheets

Financial Analytics in Google Sheets

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Financial Analytics in Google Sheets

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