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Nonlinearity and flight to safety in the risk-return trade-off for stocks and bonds
Vogt, Erik; Adrian, Tobias; Crump, Richard K. (2015-04-01)
We document a highly significant, strongly nonlinear dependence of stock and bond returns on past equity market volatility as measured by the VIX. We propose a new estimator for the shape of the nonlinear forecasting relationship that exploits additional variation in the cross section of returns. The nonlinearities are mirror images for stocks and bonds, revealing flight to safety: expected returns increase for stocks when volatility increases from moderate to high levels, while they decline for Treasury securities. These findings provide support for dynamic asset pricing theories where the ...
Staff Reports , Paper 723

Working Paper
The Collateral Premium and Levered Safe-Asset Production
Ross, Chase P. (2022-07-12)
Banks are vital suppliers of money-like safe assets, which they produce by issuing short-term liabilities and pledging collateral. But their ability to create safe assets varies over time as leverage constraints fluctuate. I present a model to describe private safe-asset production when intermediaries face leverage constraints. I measure bank leverage constraints using bank-intermediated basis trades. The collateral premium â€” a strategy long Treasuries used more often as repo collateral and short Treasuries used less often â€” has a positive expected return of 22 basis points per ...
Finance and Economics Discussion Series , Paper 2022-046

Working Paper
A Likelihood-Based Comparison of Macro Asset Pricing Models
Chen, Andrew Y.; Wasyk, Rebecca; Winkler, Fabian (2017-03)
We estimate asset pricing models with multiple risks: long-run growth, long-run volatility, habit, and a residual. The Bayesian estimation accounts for the entire likelihood of consumption, dividends, and the price-dividend ratio. We find that the residual represents at least 80% of the variance of the price-dividend ratio. Moreover, the residual tracks most recognizable features of stock market history such as the 1990's boom and bust. Long run risks and habit contribute primarily in crises. The dominance of the residual comes from the low correlation between asset prices and consumption ...
Finance and Economics Discussion Series , Paper 2017-024

Working Paper
Investor Sentiment and the (Discretionary) Accrual-return Relation
Sun, Bo; Jiang, Jiajun; Liu, Qi (2020-09-18)
Discretionary accruals are positively associated with stock returns at the aggregate level but negatively so in the cross section. Using Baker-Wurgler investor sentiment index, we find that a significant presence of sentiment-driven investors is important in accounting for both patterns. We document that the aggregate relation is only prominent during periods of high investor sentiment. Similarly, the cross-section relation is considerably stronger in high-sentiment periods in both economic magnitude and statistical significance. We then embed investor sentiment into a stylized model of ...
International Finance Discussion Papers , Paper 1300

Working Paper
How Markets Process Macro News: The Importance of Investor Attention
Kroner, Niklas (2025-03-26)
I provide evidence that investors' attention allocation plays a critical role in how financial markets incorporate macroeconomic news. Using intraday data, I document a sharp increase in the market reaction to Consumer Price Index (CPI) releases during the 2021-2023 inflation surge. Bond yields, market-implied inflation expectations, and other asset prices exhibit significantly stronger responses to CPI surprises, while reactions to other macroeconomic announcements remain largely unchanged. The joint reactions of these asset prices point to an attention-based explanation–an interpretation ...
Finance and Economics Discussion Series , Paper 2025-022

Working Paper
Liquidity and Investment in General Equilibrium
Caramp, Nicolas; Kozlowski, Julian; Teeple, Keisuke (2023-05-02)
This paper studies the implications of trading frictions in financial markets for firms' investment and dividend choices, and their aggregate consequences. When equity shares trade in frictional asset markets, the firm's problem is time-inconsistent, and it is as if it faces quasi-hyperbolic discounting. The transmission of trading frictions to the real economy crucially depends on the firms' ability to commit. In a calibrated economy without commitment, larger trading frictions imply lower capital and production. In contrast, if firms can commit, trading frictions affect asset prices but ...
Working Papers , Paper 2022-022

Report
Risk appetite and exchange Rates
Shin, Hyun Song; Etula, Erkko; Adrian, Tobias (2009)
We present evidence that the growth of U.S.-dollar-denominated banking sector liabilities forecasts appreciations of the U.S. dollar, both in-sample and out-of-sample, against a large set of foreign currencies. We provide a theoretical foundation for a funding liquidity channel in a global banking model where exchange rates fluctuate as a function of banks? balance sheet capacity. We estimate prices of risk using a cross-sectional asset pricing approach and show that the U.S. dollar funding liquidity forecasts exchange rates because of its association with time-varying risk premia. Our ...
Staff Reports , Paper 361

Report
Equity Volatility Term Premia
Van Tassel, Peter (2018-09-01)
This paper estimates the term-structure of volatility risk premia for the stock market. Realized variance term premia are increasing in systematic risk and predict variance swap returns. Implied volatility term premia are decreasing in risk initially, but then increase at a lag, predicting VIX futures returns. By modeling the logarithm of realized variance, the paper derives a closed-form relationship between the prices of variance swaps and VIX futures. The model provides accurate pricing and highlights periods of dislocation between the index options and VIX futures markets. Term premia ...
Staff Reports , Paper 867

Working Paper
The Anatomy of Financial Vulnerabilities and Crises
Lee, Seung Jung; Posenau, Kelly E.; Stebunovs, Viktors (2017-02)
We extend the framework used in Aikman, Kiley, Lee, Palumbo, and Warusawitharana (2015) that maps vulnerabilities in the U.S. financial system to a broader set of advanced and emerging economies. Our extension tracks a broader set of vulnerabilities and, therefore, captures signs of different types of crises. The typical anatomy of the evolution of vulnerabilities before and after a financial crisis is as follows. Pressures in asset valuations materialize, and a build-up of imbalances in the external, financial, and nonfinancial sectors follows. A financial crisis is typically followed by a ...
International Finance Discussion Papers , Paper 1191

Working Paper
Level Shifts in Beta, Spurious Abnormal Returns and the TARP Announcement
Saxena, Konark; Reeves, Jonathan J.; Prono, Todd; Phin, Andrew (2018-11-30)
Using high frequency data, we develop an event study method to test for level shifts in beta and measure abnormal returns for events that produce such level shifts. Using this method, we estimate abnormal returns for the Troubled Asset Relief Program (TARP) announcement and find that its abnormal returns are largely realized on the first day. The abnormal returns in the remaining post event period, which show up as a drift using standard methodology, are attributed to level shifts in beta.
Finance and Economics Discussion Series , Paper 2018-081

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