1. Asset Valuations
Asset valuations remained elevated relative to fundamentals
Since the April report, valuations continued to rise in U.S. equity markets from already high levels and remained stretched in corporate debt markets. Across equity and some debt markets, liquidity remained low, which can amplify the impact of shocks on financial asset valuations. Indeed, there is some evidence that investors seeking to exit a trading strategy known as the yen-carry trade contributed to a temporary spike in market volatility at the start of August. The yen-carry trade is a leveraged trade relying on a large amount of borrowing in Japanese yen. Investors then use the borrowed funds to invest in other currencies to take advantage of interest rate differentials. Following the Bank of Japan's interest rate increase and weaker-than-expected labor market indicators in the U.S., investors sought to deleverage their yen-carry trades, leading to heightened volatility across many markets.
In U.S. property markets, residential real estate valuations remained near the peak levels seen in the mid-2000s. CRE market conditions continued to deteriorate, especially for the office and multifamily sectors. Farmland prices were historically elevated relative to rents, reflecting limited inventories of land.
Table 1.1 shows the sizes of the asset markets discussed in this section. The two largest asset markets are those for equities and residential real estate, which are substantially larger than the next two biggest markets, Treasury securities and CRE. The table also shows recent and historical growth rates for each asset class, because assets experiencing strong growth can be a sign of high risk appetite with respect to that sector.
Table 1.1. Size of selected asset markets
Item | Outstanding (billions of dollars) |
Growth, 2023:Q2–2024:Q2 (percent) |
Average annual growth, 1998–2024:Q2 (percent) |
---|---|---|---|
Equities | 64,379 | 20.5 | 8.7 |
Residential real estate | 59,774 | 6.0 | 6.4 |
Treasury securities | 26,903 | 8.6 | 8.4 |
Commercial real estate | 21,828 | −10.8 | 5.8 |
Investment-grade corporate bonds | 7,820 | 6.2 | 7.9 |
Farmland | 3,515 | 6.6 | 5.8 |
High-yield and unrated corporate bonds | 1,627 | −1.6 | 6.1 |
Leveraged loans1 | 1,392 | −.1 | 12.4 |
Price growth (real) | |||
Commercial real estate2 | −2.0 | 3.0 | |
Residential real estate3 | 1.7 | 2.7 |
Note: The data extend through 2024:Q2. Outstanding amounts are in nominal terms. Growth rates are nominal and are measured from Q2 of the year immediately preceding the period through Q2 of the final year of the period. Equities, real estate, and farmland are at nominal market value; bonds and loans are at nominal book value.
1. The amount outstanding shows institutional leveraged loans and generally excludes loan commitments held by banks. For example, lines of credit are generally excluded from this measure. Average annual growth of leveraged loans is from 2001 to 2024:Q2, as this market was fairly small before then. Return to table
2. One-year growth of commercial real estate prices is from June 2023 to June 2024, and average annual growth is from June 1999 to June 2024. Both growth rates are calculated from equal-weighted nominal prices deflated using the consumer price index (CPI). Return to table
3. One-year growth of residential real estate prices is from June 2023 to June 2024, and average annual growth is from June 1998 to June 2024. Nominal prices are deflated using the CPI. Return to table
Source: For leveraged loans, PitchBook Data, Leveraged Commentary & Data; for corporate bonds, Mergent, Inc., Fixed Income Securities Database; for farmland, Department of Agriculture; for residential real estate price growth, CoreLogic, Inc.; for commercial real estate price growth, CoStar Group, Inc., CoStar Commercial Repeat Sale Indices; for all other items, Federal Reserve Board, Statistical Release Z.1, "Financial Accounts of the United States."
Treasury yields fell but remained high relative to the past 15 years
Since the April report, the Treasury yield curve steepened, with the 2-year Treasury yield falling below the 10-year yield, owing in part to expectations that monetary policy would become less restrictive. However, yields remained well above their average levels over the past 15 years (figure 1.1). A model-based estimate of the nominal Treasury term premium—a measure of the compensation that investors require to hold longer-term Treasury securities rather than shorter-term ones—was near the top of its range since 2010 (figure 1.2). Interest rate volatility implied by options remained elevated by historical norms (figure 1.3), reflecting, in part, high uncertainty about the economic outlook and the associated path of monetary policy as well as heightened sensitivity to news about output growth, inflation, and the supply of Treasury securities.
Figure 1.1. Nominal Treasury yields fell but remained high
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Note: Treasury rates are the 2-year and 10-year constant maturity yields based on the most actively traded securities.
Source: Federal Reserve Board, Statistical Release H.15, "Selected Interest Rates."
Figure 1.2. An estimate of the nominal Treasury term premium was near the top of its range since 2010
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Note: Term premiums are estimated from a 3-factor term structure model using Treasury yields and Blue Chip interest rate forecasts.
Source: Department of the Treasury; Wolters Kluwer, Blue Chip Financial Forecasts; Federal Reserve Bank of New York; Federal Reserve Board staff estimates.
Figure 1.3. Interest rate volatility remained well above its median since 2005
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Note: The data begin in April 2005. Implied volatility on the 10-year swap rate, 1 month ahead, is derived from swaptions.
Source: For data through July 13, 2022, Barclays and S&P Global; for data from July 14, 2022, onward, ICAP, Swaptions and Interest Rate Caps and Floors Data.
Equity market valuations are elevated
The ratio of equity prices to expected 12-month earnings, or the P/E ratio, which at the time of the April report was already in the upper end of its range since 1989, continued to climb (figure 1.4). The difference between the forward P/E ratio and the real 10-year Treasury yield—a measure of the additional return that investors require for holding stocks relative to risk-free bonds (the equity premium)—remained well below its historical median (figure 1.5).2 Option-implied equity market volatility rose, on net, after briefly spiking in early August (figure 1.6).3 That said, it remains near the median of its historical distribution.
Figure 1.4. The price-to-earnings ratio of S&P 500 firms climbed to the upper end of its historical range
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Note: The figure shows the aggregate forward price-to-earnings ratio of Standard & Poor's (S&P) 500 firms, based on expected earnings for 12 months ahead.
Source: Refinitiv, Institutional Brokers' Estimate System, North American Summary & Detail Estimates, Level 2, Current & History Data, Adjusted and Unadjusted, https://www.lseg.com/en/data-analytics/financial-data/company-data/ibes-estimates.
Figure 1.5. An estimate of the equity premium remained well below its long-run median
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Note: The data begin in October 1991. The figure shows the difference between the aggregate forward earnings-to-price ratio of Standard and Poor's 500 firms and the expected real Treasury yields, based on expected earnings for 12 months ahead. Expected real Treasury yields are calculated from the 10-year consumer price index inflation forecast, and the smoothed nominal yield curve is estimated from off-the-run securities.
Source: Refinitiv, Institutional Brokers' Estimate System, North American Summary & Detail Estimates, Level 2, Current & History Data, Adjusted and Unadjusted, https://www.lseg.com/en/data-analytics/financial-data/company-data/ibes-estimates.
Figure 1.6. Volatility in equity markets remained near its historical median
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Note: Realized volatility is computed from an exponentially weighted moving average of 5-minute daily realized variances with 75 percent of the weight distributed over the past 20 business days. Median refers to the median option-implied volatility.
Source: Cboe Volatility Index® (VIX®) accessed via Bloomberg Finance L.P.; Federal Reserve Board staff estimates.
Spreads in corporate debt markets remained low
Yields for investment- and speculative-grade bonds fell moderately since the April report (figure 1.7) and more than comparable-maturity Treasury securities, resulting in slightly lower spreads. Corporate bond spreads remained low relative to their historical distributions (figure 1.8). However, the excess bond premium for all nonfinancial corporate bonds—a measure of the risk premium required by bond investors after controlling for bond characteristics and credit quality—stayed around its long-run mean (figure 1.9). In addition, nonprice indicators did not suggest elevated risk appetite. For example, the share of deep junk corporate bond issuance—the fraction of bonds rated B- or lower relative to total non-investment-grade issuance—hovered around low levels in the second quarter of 2024. Market-based forecasts of one-year-ahead default probabilities (a forward-looking indicator of credit quality) of nonfinancial firms remained somewhat elevated by historical standards.
Figure 1.7. Corporate bond yields fell somewhat and were near their median for the past 30 years
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Note: The triple-B series reflects the effective yield of the ICE Bank of America Merrill Lynch (BofAML) triple-B U.S. Corporate Index (C0A4), and the high-yield series reflects the effective yield of the ICE BofAML U.S. High Yield Index (H0A0).
Source: ICE Data Indices, LLC, used with permission.
Figure 1.8. Corporate bond spreads went down a little and were at low levels
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Note: The triple-B series reflects the option-adjusted spread of the ICE Bank of America Merrill Lynch (BofAML) triple-B U.S. Corporate Index (C0A4), and the high-yield series reflects the option-adjusted spread of the ICE BofAML U.S. High Yield Index (H0A0).
Source: ICE Data Indices, LLC, used with permission.
Figure 1.9. The excess bond premium remained just below its long-run average
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Note: The excess bond premium (EBP) is a measure of bond market investors' risk sentiment. It is derived as the residual of a regression that models corporate bond spreads after controlling for expected default losses. By construction, its historical mean is zero. Positive (negative) EBP values indicate that investors' risk appetite is below (above) its historical mean.
Source: Federal Reserve Board staff calculations based on Lehman Brothers Fixed Income Database (Warga); Intercontinental Exchange, Inc., ICE Data Services; Center for Research in Security Prices, CRSP/Compustat Merged Database, Wharton Research Data Services; S&P Global, Compustat.
Since the last report, the average spread on leveraged loans in the secondary market stayed moderately below its average over the past decade (figure 1.10), and the year-ahead expected default rate remained somewhat elevated relative to its historical average level.
Figure 1.10. Spreads on leveraged loans stayed moderately below their averages over the past decade
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Note: The data show secondary-market discounted spreads to maturity. Spreads are the constant spread used to equate discounted loan cash flows to the current market price. B-rated spreads begin in July 1997. The black dashed line represents the data transitioning from monthly to weekly in November 2013.
Source: PitchBook Data, Leveraged Commentary & Data.
Market liquidity remained low by historical standards
Market liquidity refers to the ease of buying and selling an asset. Low liquidity can amplify the volatility of asset prices and result in larger price moves in response to shocks. In extreme cases, low liquidity can threaten continued market functioning, leading to a situation in which participants are unable to trade without incurring a significant cost.
Treasury market liquidity is important because of the key role these securities play in the financial system. Various measures of market liquidity, such as market depth, suggested that liquidity in the Treasury cash market remained low by historical standards, especially in the on-the-run segment (figures 1.11 and 1.12). However, liquidity is affected by volatility, and recent levels of liquidity partly reflected elevated measures of interest rate volatility. The effect of low levels of market depth on price impact has been limited because market participants split trades into smaller quantities, and liquidity providers have responded to orders quickly enough to prevent trades from exhausting best-price quotes and amplifying volatility in Treasury markets. Overall, liquidity conditions in the Treasury cash market appear challenged and could amplify shocks.
Figure 1.11. Treasury market depth remained below historical norms
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Note: Market depth is defined as the average top 3 bid and ask quote sizes for on-the-run Treasury securities.
Source: Inter Dealer Broker Community.
Figure 1.12. On-the-run market depth continued to be below historical norms
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Note: The data show the time-weighted average market depth at the best quoted prices to buy and sell, for 2-year and 10-year Treasury notes. OTR is on-the-run.
Source: BrokerTec; Federal Reserve Board staff calculations.
In other markets, liquidity conditions present a mixed picture. Liquidity in corporate bond markets remained in line with the average level observed in recent years, and bid-ask spreads stayed close to their lowest levels since the 2007–09 financial crisis. In contrast, liquidity conditions in equity markets remained low relative to their longer-term distribution since the financial crisis and deteriorated somewhat further after the early August spike in equity volatility (figure 1.13).
Figure 1.13. A measure of liquidity in equity markets remained below its average
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Note: The data show the depth at the best quoted prices to buy and sell, defined as the ask size plus the bid size divided by 2, for E-mini Standard & Poor's 500 futures.
Source: Refinitiv, DataScope Tick History; Federal Reserve Board staff calculations.
Commercial real estate prices were little changed
Aggregate CRE prices measured in inflation-adjusted terms were little changed since the April report, with the previous pace of declines appearing to have slowed over the past six months broadly across CRE sectors (figure 1.14). However, these transaction-based prices still may not fully reflect the deterioration in CRE market prices because, rather than realizing losses, many owners wait for more favorable conditions to put their properties on the market. The strains on the office sector resulting from an ongoing post-pandemic adjustment have continued to mount. Vacancy rates for offices located in central business districts increased further, albeit at a slower pace, and nominal rents were about flat since the April report. Vacancy rates also have risen for multifamily and industrial properties, and rent growth has weakened for these types of properties. Capitalization rates at the time of property purchase, which measure the annual income of commercial properties relative to their prices, remained near the low end of the historical distribution, but the high uncertainty about lags in the declines registered by CRE price indexes and fundamentals across CRE markets makes them less reliable in assessing CRE valuation pressures (figure 1.15). In the July 2024 Senior Loan Officer Opinion Survey on Bank Lending Practices (SLOOS), banks reported having tightened standards for all CRE loan categories again in the second quarter of 2024 (figure 1.16).4 Most banks indicated that the current levels of standards for CRE loans were at least somewhat tighter than the midpoint of their historical distribution over the past 20 years.
Figure 1.14. Commercial real estate prices adjusted for inflation were little changed
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Note: The data are deflated using the consumer price index. The dashed line at 100 indicates the index to January 2001 values.
Source: Real Capital Analytics; consumer price index, Bureau of Labor Statistics via Haver Analytics.
Figure 1.15. Income of commercial properties relative to prices increased but remained below its historical average
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Note: The data are a 12-month moving average of weighted capitalization rates in the industrial, retail, office, and multifamily sectors, based on national square footage in 2009.
Source: Real Capital Analytics; Andrew C. Florance, Norm G. Miller, Ruijue Peng, and Jay Spivey (2010), "Slicing, Dicing, and Scoping the Size of the U.S. Commercial Real Estate Market," Journal of Real Estate Portfolio Management, vol. 16 (May–August), pp. 101–18.
Figure 1.16. Banks reported having tightened lending standards for commercial real estate loans
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Note: Banks' responses are weighted by their commercial real estate loan market shares. Survey respondents to the Senior Loan Officer Opinion Survey on Bank Lending Practices are asked about the changes over the quarter. The shaded bars with top caps indicate periods of business recession as defined by the National Bureau of Economic Research: March 2001–November 2001, December 2007–June 2009, and February 2020–April 2020.
Source: Federal Reserve Board, Senior Loan Officer Opinion Survey on Bank Lending Practices; Federal Reserve Board staff calculations.
Residential real estate prices remained high relative to fundamentals
Valuations in the residential real estate sector continued to increase since the April report from levels that were already elevated relative to historical standards. The growth of house prices continued through August of this year (figure 1.17). A model of house price valuation based on prices relative to market rents and the real 10-year Treasury yield suggests that valuations in housing markets remained stretched. Moreover, an alternative measure of valuation pressures (which uses owners' equivalent rent instead of market rents and has a longer history) also suggested elevated valuations (figure 1.18). The median price-to-rent ratio measured across a wide distribution of geographic areas was little changed over the first half of 2024, around its previous peak in the mid-2000s (figure 1.19). In contrast to the early-to-mid 2000s, lenders have not shown the high risk appetite that fueled excessive borrowing in that earlier period, suggesting that weak credit standards are not driving recent house price growth. For example, banks reported in the SLOOS that standards for residential real estate loans were on the tighter end of their historical range since 2005.
Figure 1.17. Nominal house prices continued to increase in recent months
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Note: The data extend through September 2024 for Zillow, August 2024 for CoreLogic, and July 2024 for Case-Shiller.
Source: Zillow, Inc., Real Estate Data; CoreLogic, Inc., Real Estate Data; S&P Case-Shiller Home Price Indices.
Figure 1.18. Model-based measures of house price valuations climbed to historically high levels
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Note: The owners' equivalent rent value for 2024:Q3 is based on monthly data through August 2024. The data for the market-based rents model begin in 2004:Q1 and extend through 2024:Q3. Valuation is measured as the deviation from the long-run relationship between the price-to-rent ratio and the real 10-year Treasury yield.
Source: For house prices, Zillow, Inc., Real Estate Data; for rent data, Bureau of Labor Statistics.
Figure 1.19. House price-to-rent ratios remained elevated across geographic areas
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Note: The data are seasonally adjusted. Percentiles are based on 19 large metropolitan statistical areas.
Source: For house prices, Zillow, Inc., Real Estate Data; for rent data, Bureau of Labor Statistics.
Farmland valuations remained high relative to farm income
Farmland valuations remained elevated, as in 2024 U.S. farmland prices continued to rise past the previous peak of the historical distribution (figure 1.20). Farmland price-to-rent ratios hovered around a level roughly twice the median of their historical distribution (figure 1.21). Prices continued to be sustained in the short run by limited farmland inventory despite declining farm income, elevated interest rates, and higher operating costs.
Figure 1.20. Inflation-adjusted farmland prices rose further from already-elevated levels
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Note: The data for the U.S. begin in 1997. Midwest index is a weighted average of Corn Belt and Great Plains states derived from staff calculations. Values are given in real terms.
Source: Department of Agriculture; Federal Reserve Bank of Minneapolis staff calculations.
Figure 1.21. Farmland prices relative to rents increased to historical highs
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Note: The data for the U.S. begin in 1998. Midwest index is a weighted average of Corn Belt and Great Plains states derived from staff calculations.
Source: Department of Agriculture; Federal Reserve Bank of Minneapolis staff calculations.
References
2. This estimate is constructed based on expected corporate earnings for 12 months ahead. Return to text
3. Realized volatility also briefly spiked in August (figure 1.6, blue line), and market-based perceptions of downside risk, which are measured as the cost of insurance against a 10 percent price decline in equities over a monthly horizon, rose, on net, since the April report. Return to text
4. The SLOOS results reported in the this report are based on banks' responses weighted by each bank's outstanding loans in the respective loan category and might therefore differ from the results reported in the published SLOOS, which are based on banks' unweighted responses. Return to text