In financial/investment terminology, beta is a measurement of volatility or risk. Expressed as a numeral, it shows how the variance of an asset—anything from an individual security to an entire portfolio—relates to the covariance of that asset and the stock market (or whatever benchmark is being used) as a whole. Or as a formula:
How Do You Calculate Beta In Excel?
What Is Beta?
Let’s break down this definition further. When you have exposure to any market, whether it’s 1% of your funds or 100%, you are exposed to systematic risk. Systematic risk is undiversifiable, measurable, inherent, and unavoidable. The concept of risk is expressed as a standard deviation of return. When it comes to past returns—be they up, down, whatever—we want to determine the amount of variance in them. By finding this historical variance, we can estimate future variance. In other words, we are taking the known returns of an asset over some period and using these returns to find the variance over that period. This is the denominator in the calculation of beta.
Next, we need to compare this variance to something. The something is usually “the market.” Although “the market” really means “the entire market” (as in all risk assets in the universe), when most people refer to “the market,” they are typically referring to the U.S. stock market—and, more specifically, the S&P 500. In any event, by comparing our asset’s variance to that of “the market,” we can see its inherent amount of risk relative to the overall market’s inherent risk. This measurement is called covariance. This is the numerator in the calculation of beta.
Interpreting betas is a core component in many financial projections and investment strategies.
Calculating Beta in Excel
It may seem redundant to calculate beta because it’s a widely used and publicly available metric. But there’s one reason to do it manually: the fact that different sources use different time periods in calculating returns. Though beta always involves the measurement of variance and covariance over a period, there is no universal, agreed-upon length of that period. Therefore, one financial vendor may use five years of monthly data (60 periods over five years), while another may use one year of weekly data (52 periods over one year) in coming up with a beta number. The resultant differences in beta may not be huge, but consistency can be crucial in making comparisons.
To calculate beta in Excel:
- Download historical security prices for the asset whose beta you want to measure.
- Download historical security prices for the comparison benchmark.
- Calculate the percent change period to period for both the asset and the benchmark. If using daily data, it’s each day; for weekly data, it’s each week, etc.
- Find the variance of the benchmark using =VAR.S(all the percent changes of the benchmark).
- Find the covariance of asset to the benchmark using =COVARIANCE.S(all the percent changes of the asset and all the percent changes of the benchmark).
Issues With Beta
If something has a beta of 1, then it’s often assumed that asset will go up or down exactly as much as the market. This is definitely a bastardization of the concept. If something has a beta of 1, then it really means that, given a change in the benchmark, its sensitivity of returns is equal to that of the benchmark.
What if there aren't daily, weekly, or monthly changes to assess? For example, a rare collection of baseball cards still has a beta, but it cannot be calculated using the above method if the last collector sold it 10 years ago and you get it appraised at today’s value. By using only two data points (purchase price 10 years ago and value today), you would dramatically underestimate the true variance of those returns.
The solution is to calculate a project beta using the pure play method. This method takes the beta of a publicly traded comparable, unlevers it, then re-levers it to match the capital structure of the project.