Please Note: This article is written for users of the following Microsoft Excel versions: 97, 2000, 2002, and 2003. If you are using a later version (Excel 2007 or later), this tip may not work for you. For a version of this tip written specifically for later versions of Excel, click here: Calculating a Geometric Standard Deviation.

Calculating a Geometric Standard Deviation

by Allen Wyatt
(last updated September 24, 2014)

1

Jim has a set of data on which he needs to calculate some statistical information. He uses built-in Excel functions to calculate many of these, such as the geometric mean. He cannot seem to figure out how to calculate the geometric standard deviation, however.

The place that a geometric mean is most often used (and, therefore, a geometric standard deviation) is when calculating investment returns over time, especially when the returns involve compound interest. How you calculate the geometric mean is rather easy—you use the GEOMEAN function built into Excel. How you calculate a geometric standard deviation, however, depends on which resource you are referencing.

One reference that explains the math behind a geometric standard deviation is found on Wikipedia:

http://en.wikipedia.org/wiki/Geometric_standard_deviation

Let's assume that you have calculated the compound annual growth rate for an investment for four years. Over those four years the rate is expressed as 1.15 (+15%), 0.9 (-10%), 1.22 (+22%), and 1.3 (+30%). If you place these values in cells A1:A4, then apply the simplest form of calculating geometric standard deviation found on the Wikipedia page, you would enter the following as an array formula:

=EXP(STDEV(LN(A1:A4)))

This provides a result of 1.1745, rounded to four decimal places. However, there is some muddiness, as evidenced in this mathematical treatise at the Motley Fool:

http://www.fool.com/workshop/2000/workshop000309.htm

Note that it references the results of the above formula as the "standard deviation of the log values," insisting that you need to add the average of the log values to the standard deviation and then use the EXP function, in this manner:

=EXP(STDEV(LN(A1:A4))+AVERAGE(LN(A1:A4)))

Again, this must be entered as an array formula. It provides a result of 1.3294, which is significantly different from what is returned using the simpler formula from Wikipedia. Which is the actual geometric standard deviation is apparently a matter of debate and, perhaps, dependent on a definition of terms.

ExcelTips is your source for cost-effective Microsoft Excel training. This tip (11207) applies to Microsoft Excel 97, 2000, 2002, and 2003. You can find a version of this tip for the ribbon interface of Excel (Excel 2007 and later) here: Calculating a Geometric Standard Deviation.

Author Bio

Allen Wyatt

With more than 50 non-fiction books and numerous magazine articles to his credit, Allen Wyatt is an internationally recognized author. He  is president of Sharon Parq Associates, a computer and publishing services company. ...

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What is 2 + 1?

2016-02-07 17:12:58

Javier

I think you didn't understand what the difference is and what was the intent of Todd Beaird.

The formula in the wikipedia is the real geometric standard deviation

What happens is that the geo. std. dev. by definition is expressed in multiplicative terms, like everything relative to geometric stuff.

So Todd at fool.com just converted it to an non relative geo. std. dev. for the shake of comparison. He just multiplied the geo. std. dev. by the geo. mean to get it.

=EXP(STDEV(LN(A1:A4)))*EXP(AVERAGE(LN(A1:A4)))

is equal to:

=EXP(STDEV(LN(A1:A4))+AVERAGE(LN(A1:A4)))


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