## (Fight) the Fed Model

#### (Fight) the Fed Model

May 4, 2017 Research Insights
(Last Updated On: May 6, 2017)

Over the past few years, we’ve been asked questions related to the relationship between stock prices and interest rates.

Forms of the question typically look like the following:

• If interest rates rise, what happens to stock prices?
• What is the relationship between stocks prices and bond yields?

All of these questions, in one form or another, are asking about the “Fed Model.” This model compares the inverse of the stock market’s P/E ratio (the E/P ratio, or “earnings yield”) to the current yield on 10-year Treasury Bonds.

On one hand, simply looking at the P/E ratio on the market may tell you all you need to know about future expected returns. However, on the other hand, perhaps the interaction between P/E and interest rates is more telling? If interest rates are low, then perhaps stock market P/Es can be high and investors can still achieve a high expected return.

To address these sort of questions, Cliff Asness has an old article titled, “Fight the Fed Model,” which suggests that analysis comparing P/Es to interest rates is simply wrong.

## A Brief Introduction to “The Fed Model”

The Fed Model compares the earnings yield on stocks (E/P or the inverse of P/E) to the yield on a 10-year Treasury Bond. It is used among the financial crowd to generally state that stocks are “cheap” or “expensive” relative to an alternative investment–the U.S. 10-year Treasury Bond.

Exhibit 1 (below) graphs the earning’s yield (E/P) and the current 10-year Treasury Bond yield over time. As seen below, the two assets tend to move together.

Cliff goes on to document 3 “intuitive” arguments for using the Fed model, and then highlights why they are wrong. Arguments 1 and 2 deal with the issue of comparing a nominal number (Y — the 10-year Treasury yield) to a real number (E/P — the earning’s yield). Argument 3 is an evidence-based argument, or as Asness puts it: “Just look at the Data.”

Here is the core rant from the paper:[ref]I highly recommend reading this part of the paper[\ref]

Pundits using this argument assume that because they show that P/Es are usually high (low) when inflation or interest rates are low (high), the Fed model is necessarily a reasonable tool for making investment decisions. This is not the case. If investors mistakenly set the market’s P/E as a function of inflation or nominal interest rates, then Exhibit 1 is just documenting this error, not justifying it.  … The pundits often confuse the two very different tasks put to the Fed model. They often demonstrate (each with a particular favored graph or table) that P/Es and interest rates move together contemporaneously. They then jump to the conclusion that they have proven that these measure should move together, and investors are thus safe buying stocks at a very high market P/E when nominal interest rates are low.

Exhibit 2 splits the universe into quintiles by examining the end-of-month 10-year Treasury yield for all months from 1965-2011. Within the quintiles, both the past and the future 10-year real stock returns for the SP500 are then examined. Quintile 1 (on the left) are the lowest 20% yielding months while Quintile 5 (on the right) show the highest 20% yielding months. Exhibit 2 (below), shows that when interest rates are low, this yielded the highest past real stock returns. In contrast, when interest rates are low, future real returns tend to be the lowest.

This image highlights the main argument of this paper–while the Fed model may be descriptive of current prices (see Exhibit 1), it says little about future expected real returns. This is further documented using regression analysis in Exhibit 3 (below). Exhibit 3 regresses the future 10-year real return of the SP500 against the current earning’s yield (E/P), 10-year Treasury rate (Y), and the Fed model (E/P – Y). The regression results highlight that the earning’s yield (inverse of the P/E ratio) is better at predicting future returns than the Fed model (E/P – Y), which is insignificant, as well as the current nominal interest rate (Y).

## Conclusion

This is a paper I highly recommend that everyone sits down and reads the entire text. The paper is easy to read and understand–I simply gave the big picture summary in this post. Main takeaway to remember–While the Fed Model can be good at describing how the market P/E is currently set, it is no better at predicting future stock returns than a model based on long-term P/E ratios.

As many now know, expected future returns are lower today than they were in the past, due to the P/E ratio being higher than in the past. However, using the Fed model as a justification to buy stocks is not good advice–the Fed model is descriptive, not predictive.

Finally, while P/E ratios are correlated with future returns, tactically leveraging this fact is exceedingly difficult. Here is an old post where we torture the data and finally get it to submit…a little.

# Fight the Fed Model

• Clifford Asness
• A version of the paper can be found here and here.

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Definitions of common statistics used in our analysis are available here (towards the bottom)

#### Jack Vogel, Ph.D.

Jack Vogel, Ph.D., conducts research in empirical asset pricing and behavioral finance, and is a co-author of DIY FINANCIAL ADVISOR: A Simple Solution to Build and Protect Your Wealth. His dissertation investigates how behavioral biases affect the value anomaly. His academic background includes experience as an instructor and research assistant at Drexel University in both the Finance and Mathematics departments, as well as a Finance instructor at Villanova University. Dr. Vogel is currently a Managing Member of Alpha Architect, LLC, an SEC-Registered Investment Advisor, where he heads the research department and serves as the Chief Financial Officer. He has a PhD in Finance and a MS in Mathematics from Drexel University, and graduated summa cum laude with a BS in Mathematics and Education from The University of Scranton.

• dph

If you use inflation adjusted CAPE ratios and also adjust for interest rates spreads above/below risk free. Do P/E periods above certain thresholds (i.e. PE 30+ for 5 years or more) predict a 10 year forward returns which will most likely under perform the previous 5-10 years?

• Jack Vogel, PhD

Thanks for sharing the charts! The whole point of the article is that the spread between bond yields and earnings yield is no better at predicting stock returns than simple long-term earnings yield.

• Jack Vogel, PhD

In general, the higher the P/E, the lower the future the expected return over the next 10 years. However, the path is unknown.