HedgeCo.Net Columnists
Aaron Wormus is the managing director of HedgeCo Networks, and part-time financial and technology blogger for Wormus.com.
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Alex Akesson is the author of Hedgefunds-Weblog.com, providing breaking news and interviews for the hedge fund industry.
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Peter J. de Marigny is Portfolio Manager of DITMo® Strategies, an Equity Hedge, Aggressive-Income Objective, Buy/Write Portfolio for an Aggressive-Income Objective used as an Enhanced Cash investment vehicle. Pj is also Head of Risk Alternative Strategies for Newport Beach, CA advisor Renovatio Asset Management. » View Peter J. de Marigny
Ryan Conner is Principal at HedgeCo Securities. As an experienced industry veteran, Ryan Conner offers his opinions on the hedge fund industry and hedge fund strategies.
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Rashida Fleet is involved with consulting and working with managers during the fund launch phase. Her work includes; interviewing managers, collecting information for the HedgeCo database and contributing to the HedgeCo News feed.
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Tim Seymour is co-founder and managing partner of Red Star Asset Management, as well as Chief Operating Officer of the $116 million Red Star Double Alpha Fund.
» View Tim Seymour
Richard Heller Richard Heller is a partner at the New York City law firm of Thompson Hine LLP. His experience is in the formation of private offerings for hedge funds as well as the formation of registered broker-dealers and RIAs.
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Bret Rosenthal Principal of RCM, LLC, and founding partner of the Fortune's Favor Family of Funds.
» View Bret Rosenthal
Cameron Hight, CFA, is an investment industry veteran with experience from both buy and sell-side firms, including CIBC, DLJ, Lehman Brothers and Afton Capital. He is currently the Founder and President of Alpha Theory™, a Portfolio Management Platform designed to give fundamental money managers the ability to create their own repeatable discipline to organize the complex process of portfolio management.
» View Cameron Hight





Having the Hedge Fund Calculator built into every product we develop is great. As we develop the platform, we get suggestions from our clients which help us enhance the number of statistics we calculate as well as the speed at which they are generated.

One of the issues that we have with statistics is that regardless of how close we stick to any given standard we find someone who interprets something  differently and gets different results. Often others “tweak” the algorithm simply out of a misunderstanding of the algorithm, other times as we will discuss later, choosing an alternate calculation intentionally creates better results.

The Sharpe ratio is one of the simplest ratios, it is also one of the ratios which is most often miscalculated. I will explain what the Sharpe ratio is, the correct way to calculate the ratio as well as a couple of the most common errors made when performing this calculation.

What is it?

The Sharpe ratio was created to answer the question “Given the same amount of risk, which investment provides me with the highest reward.” To do this the Sharpe ratio balances the returns in excess of a risk free benchmark with the standard deviation of the return set. This provides a uniform risk platform which funds with different risk levels can benchmark against.

We’re going to start our example with our return sets:

Investment Monthly Returns

Jan Feb Mar Apr May June Jul Aug Sep Oct Nov Dec
1.64 5.85 9.22 3.51 -0.88 1.07 13.03 9.4 10.49 -5.08 n/a n/a

Risk Free Rate

The annual risk free rate which we will use for our example will be 5%. Generally the RFR will be the average yield of a risk free investment (such as a TBill) over the same time span as the investment. Since we are calculating the returns for thousands of hedge funds, many of which are not correlated to any specific index, at HedgeCo we have chosen to use the same RFR for all our funds.

Sharpe Ratio

The Sharpe ratio is defined as: Average Return – RFR / Standard Deviation. We are using monthly returns as our base so the formula looks like:

We want to get the annualized returns, so we multiply the Sharpe by the square root of 12 to get our final result of 4.517 2.567.

Where it can go wrong

As seen above, the Sharpe ratio is very simple, however many times it is overcomplicated and miscalculated. I will quickly go over a couple of the different common issues which cause discrepancies between our calculations and the individual calculations of independent hedge fund managers.

1. Different Risk Free Rate

The most common reason why our calculations may not match is because we are using a different risk free rate. This is not an error in calculation.

2. Geometric Averages & CAGR

Using a geometric average or the Compounded Annual Growth Rate as your average for the sake of the Sharpe ratio will overstate your average monthly returns and give you a better Sharpe ratio. Some will argue that compounding returns is more accurate – for the sake of this ratio I disagree.

3. Reporting Frequency

Weekly reports will probably provide a higher Standard Deviation than Monthly reports. Similarly Quarterly reports will likely smooth out the risks and provide lower standard deviation than monthly reports. Even though the year-end return may be the same, the Sharpe ratio of a fund that reports weekly may be different than the same fund when calculated using monthly reports.

4. Timing

Finally on HedgeCo.Net our statistics are crunched every 4 hours – if an update to the returns are made, the sharpe ratio will not be updated immediately. The Hedge Fund Calculator and HedgeCo Hedge Fund Website platform do not have these time restrictions, please call us if you would like more information about these platforms.

[Updated]
5. STDEV vs. STDEVP

One other gotcha that you may see if you are using Excel is the difference between STDEV and STDEVP. The difference between these two functions are described here. If you want to use excel to calculate you Sharpe, use STDEV.

In Conclusion

This has been another long blog entry, but I hope it helps to give a clear understanding for how the Sharpe ratio is calculated. I will slowly work my way through the various statistics and ratios commonly used with hedge funds and try to bring more information out to you.

If you want to play with the Sharpe ratio, and many more useful ratios and statistics, sign up at HedgeFundCalculator.com and get a free 7-day trial.


Leave a Comment:


Reader Comments:


  1. July 30th, 2008
    12:45 pm

    Hi, this is an innocent question. In your second equation above you divide a smaller number (4.825 minus 5 12ths) by a larger number (5.757) and somehow get a result greater than 1. Oddly, the inverse of this operation provides the answer you display (1.304). Is there a typo in your example or am I missing something fundamental? Thank you in advance. Ian

    - Comment by Ian


  2. July 30th, 2008
    1:15 pm

    Ian you’re absolutely right – was playing with google spreadsheet and somehow managed to swap the numbers.

    You can see the calculations here:

    http://spreadsheets.google.com/pub?key=p6ANaTAJHTuvyorB6Vx5RCw

    I’ve fixed the post now! Thanks for the comment!

    - Comment by Aaron Wormus


  3. August 4th, 2008
    4:32 am

    [...] quick update on my last post on the sharpe ratio; The other day I bumped into this page that lists Scholarly Articles on the Sharpe Ratio. Good [...]



  4. September 9th, 2008
    1:21 pm

    good illustration and I am 75% of the way there.

    Is the StDev of the returns or the excess of the returns over the risk-free rate?

    thanks

    - Comment by tom g


  5. September 9th, 2008
    1:29 pm

    tom, it’s the excess of the returns (average monthly – rfr) over the stdev

    - Comment by Aaron Wormus


  6. November 16th, 2011
    1:05 pm

    Here’s a spreadsheet that calculates the investment weights in a Sharpe Optimal Portfolio:
    http://investexcel.net/216/calculating-a-sharpe-optimal-portfolio-with-excel/

    - Comment by Liby