Geometric Mean vs. Arithmetic Mean: An Overview

There are many ways to measure financial portfolio performance to determine if an investment strategy is successful. Investment professionals often use the geometric average, more commonly called the geometric mean.

The geometric mean differs from the arithmetic mean, or arithmetic average, in how it is calculated. The former takes into account the 澳洲幸运5开奖号码历史查询:compounding that occurs from period to period, whereas the latter does not. Because of this, investors usually consider the geometric mean to be the more accurate 澳洲幸运5开奖号码历史查询:measure of returns.

Arithmetic Mean

An 澳洲幸运5开奖号码历史查询:arithmetic mean is the sum of a series of numbers divided by the number of items in that seriesꦺ. The formula for the arithmetic mean is simple and is very commonly used to find an average for a data set. It is best used in calculations involving items that, while the same type, have no relationship with each other.

In finance and investing, one might use the arithmetic me꧂an to get an idea of the average earnings estimate for a series oꦓf estimates issued by a number of analysts covering a stock. Simply add up the various estimates and divide by the number of estimates.

Or, the arithmetic mean could be used to determine a moving average for a stock price. A moving average is helpful for traders and investors because, when calculated and plotted over time, it smooths out a long series of price movements to present a big picture of a price trend. Market participants can also chart long-term points of support and resistance with a moving average.

The Formula for Arithmetic Mean

 $\begin{aligned} &A = \frac{1}{n} \sum_{i =1}^n a_i = \frac{a_1 + a_2 + \dotso + a_n}{n} \\ &\textbf{where:} \\ &a_1, a_2, \dotso, a_n=\text{Portfolio returns for period } n \\ &n=\text{Number of periods} \\ \end{aligned}$​A=n1​i=1∑n​ai​=na1​+a2​+…+an​​where:a1​,a2​,…,an​=Portfolio returns for period nn=Number of periods​

How to Calculate the Arithmetic Mean

To calculate aܫ 14-day moving average for a stock, simply add up its closing price for the past 14 days and then divide that sum by 14. As an example, take ABC stock. Its closing prices and the resulting figure for the mo🌺ving average are shown below.

22 + 20 + 18 + 19 + 24 + 25 + 27 + 28 + 30 + 29 + 30 + 32 + 31 + 29 = 364

364 ÷ 14 = 26

The moving average for the past 14 d♍ays of ❀closing prices is 26.

Geometric Mean

The 澳洲幸运5开奖号码历史查询:geometric mean for a series of numbers is calculated by taking the product of these numbers and raising i🦹t to the inverse of the length of the series. The geometric mean is best used to calculate the average of a series of data where each item has some relationship to the others. That’s because the formula takes into account serial correlation.

This sort of relationship is useful when comparing p🥀ortfolio returns, bond yields, and total returns on equities. Earnings and compounding represent that correlation. They affect the return for each succe🌱eding period measured. Geometric mean accounts for that impact.

The geometric mean is considered to provide a more accurate idea of average return than aꦰ mean calculated simply by dividing a sum of items in a data set by the number of items.

The Formula for Geometric Mean

 $\begin{aligned} &\left( \prod_{i = 1}^n x_i \right)^{\frac{1}{n}} = \sqrt[n]{x_1 x_2 \dots x_n} \\ &\textbf{where:} \\ &x_1, x_2, \dots = \text{Portfolio returns for each period} \\ &n = \text{Number of periods} \\ \end{aligned}$​(i=1∏n​xi​)n1​=nx1​x2​…xn​​where:x1​,x2​,⋯=Portfolio returns for each&⭕nbsp;periodn=Number of periods​

How to Calculate the Geometric Mean

To calculate the geometric mean, we add one to each number (to avoid any problems with negative percentages). Then, multiply all the numbers together and raise their product to the power of one divided by the count of the numbers in the series. Then, we subtract one from the result.

The calculation looks like this: 

$\begin{aligned} &[ ( 1 + \text{R}_1) \times (1 + \text{R}_2) \times (1 + \text{R}_3) \dotso \times (1 + \text{R}_n) ]^{\frac {1}{n} } - 1 \\ &\textbf{where:} \\ &\text{R} = \text{Return} \\ &n = \text{Count of the numbers in the series} \\ \end{aligned}$​[(1+R1​)×(1+R2​)×(1+R3​)…×(1+Rn​)]n1​−1where:R=Returnn=Count of the num💝bers in the series​

The formula appears complex, but it’s not so difficult. Suppose you have invested your savings in the financial markets for five years. If your 澳洲幸运5开奖号码历史查询:portfolio returns each year were 90%, 10%, 20%, 30%, and -90%, your 澳洲幸运5开奖号码历史查询:average return would be the following:

$\begin{aligned} &(1.9 \times 1.1 \times 1.2 \times 1.3 \times 0.1)^{\frac{1}{5}} -1 \\ \end{aligned}$​(1.9×1.1×1.2×1.3×0.1)51​−1​

The result is an average annual return 𝔉of -20.08%.

Key Differences

Arithmetic Mean

We used an arithmetic mean for a moving average because the closing prices have no correlation. One closing price may be higher or lower than the next, but there’s no intrin🎃💮sic relationship.

However, the arithmetic mean is not an appropriate method f🌜or cal✨culating an average where the data exhibit serial correlation, or have some relationship to each other.

Consider investment returns and take the example used above for the geometric mean. If your portfolio returns for each of five years were 90%, 10%, 20%, 30%, andꦺ -90%, what would your average return be during this period using the calculation for the arithmetic mean?

That average return would be 12%. At first gl⛄ance, that appears to be impressive. But it’s not entirely 🧸accurate.

Geometric Mean

As shown previously, at -20.08%, the geometric mean provides a return that’s a lot worse than the 12% arithmetic mean. But it is the result that rep🥃resents reality in this case.

Annual investment returns over the years have an impact on each other. If you lose a substantial amount of money in a particular year, you have that much less capital witꦬh which to invest and generate returns in the following ye▨ars.

So for a more accurate measure of your 澳洲幸运5开奖号码历史查询:average annual return over🅷 time, it’s more appropriate to use the calculatioওn for geometric mean.

The Bottom Line

For investors who wish to study their 澳洲幸运5开奖号码历史查询:portfolio performance over a number of periods—e.g., years—the calculation foꦓr the geometric mean can provide a more accurate picture of return compared to that provided by the arithmetic mean.

That’s because the geometric mean formula takes into account earnings and compounding growth from one yea𝔍r to t🌊he next. The formula for the arithmetic mean does not.