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Investment shocks and the commodity basis spread

Journal of Financial Economics 2013 110(1), 164-184 open access
I identify a “slope” factor in the cross section of commodity futures returns: high-basis commodity futures have higher loadings on this factor than low-basis commodity futures. Combined with a level factor (an index of commodity futures), this slope factor explains most of the average excess returns of commodity futures portfolios sorted by basis. More importantly, I find that this factor is significantly correlated with investment shocks, which represent the technological progress in producing new capital. I investigate a competitive dynamic equilibrium model of commodity production to endogenize this correlation. The model reproduces the cross-sectional futures returns and many asset pricing tests.

Optimal Capital Structure and Risk Management Policies of Banks That Use CoCo Futures to Hedge Financial-Sector Risk

Review of Finance 2024 28(1), 235-270 open access
Abstract We investigate the joint optimal risk management and capital structure decisions of banks when they use contingent-convertible (CoCo) futures contracts to hedge financial-sector risk. In spite of banks choosing significantly higher leverage ratios, their default probabilities drop appreciably while their equity values increase, allowing banks to compete more favorably with the shadow-banking system. Banks’ value-maximizing decision to hedge financial-sector risk unintentionally leads to an economy with extremely low aggregate bank default rates across all future states of nature. Thus, CoCo futures offer a powerful microprudential and macroprudential policy tool. That banks choose not to hedge financial-sector risk in practice is consistent with managers internalizing bank bailouts.

External Equity Financing Shocks, Financial Flows, and Asset Prices

Review of Financial Studies 2019 32(9), 3500-3543
Abstract We develop a dynamic model with time variation in external equity financing costs and show that variation in these costs is important for the model to quantitatively capture the joint dynamics of firms’ asset prices, real quantities, and financial flows in the U.S. economy. Growth firms and high investment firms are less risky in equilibrium, because they can substitute more easily debt financing for equity financing when it becomes more costly to raise external equity, which are high marginal utility states. Using a model-implied proxy of aggregate equity issuance cost shocks, we provide empirical support for the model’s economic mechanism. Received August 7, 2017; editorial decision September 24, 2018 by Editor Stijn Van Nieuwerburgh. Authors have furnished an Internet Appendix, which is available on the Oxford University Press Web site next to the link to the final published paper online

Is the credit spread puzzle a myth?

Journal of Financial Economics 2020 137(2), 297-319
We revisit Feldhütter and Schaefer (FS, 2018), who report evidence of a “credit spread puzzle” for high-yield but not investment-grade bonds. We show their results are reversed when their model is calibrated to market values of debt (as required by theory) rather than book values. We then demonstrate that using credit spreads rather than historical default rates to identify the default boundary provides the statistical power necessary to reject their assumption that firm dynamics follow geometric Brownian motion. A large market price of jump risk is required to match historical default rates, which generates a credit spread puzzle for investment-grade but not high-yield bonds.

The leverage effect and the basket-index put spread

Journal of Financial Economics 2019 131(1), 186-205
Benchmark models that exogenously specify equity dynamics cannot explain the large spread in prices between put options written on individual banks and options written on the bank index during the financial crisis. However, theory requires that asset dynamics be specified exogenously and that endogenously determined equity dynamics exhibit a “leverage effect” that increases put prices by fattening the left tail of the distribution. The leverage effect is larger for puts on individual stocks than for puts on the index, thus increasing the basket-index spread. Time-series and cross-sectional variation in the leverage effect explains option prices well.

Estimating Discrete Games with Many Firms and Many Decisions: An Application to Merger and Product Variety

Journal of Political Economy 2025 133(6), 1886-1931
This paper presents a method for estimating discrete games based on bounds of conditional choice probabilities. The bounds are probabilities that an action is dominant and that it is not dominated. Because the bounds are easy to compute, our method is scalable to models with many firms and discrete decisions. We apply the method to study the effects of a hypothetical merger on firm entry and product variety in local retail craft beer markets in California. We find that the merger induces firm entry. The net effect on product variety is ambiguous once a fixed cost efficiency is taken into account.

The impact of cultural distance on fund transfers in the internal capital market

Journal of Banking & Finance 2024 165, 107224 open access
This paper examines how cultural distance affects fund transfers in the internal capital market of multinational firms. The results show that a larger cultural distance significantly reduces internal fund transfers to foreign subsidiaries. These results are robust to alternative measures of cultural distance and different econometric specifications. External shocks do not affect the results. Further analysis shows that the negative cultural impact is driven mainly by the dimensions of power distance, individualism, and uncertainty avoidance. Furthermore, the effect of cultural distance on internal fund transfers is independent of subsidiary productivity, and a larger cultural distance exacerbates the negative impact of corporate diversification on firm value. Overall, our findings highlight the important role that culture plays in multinationals’ global operations.

On the Relative Pricing of Long‐Maturity Index Options and Collateralized Debt Obligations

Journal of Finance 2012 67(6), 1983-2014 open access
ABSTRACT We investigate a structural model of market and firm‐level dynamics in order to jointly price long‐dated S&P 500 index options and CDO tranches of corporate debt. We identify market dynamics from index option prices and idiosyncratic dynamics from the term structure of credit spreads. We find that all tranches can be well priced out‐of‐sample before the crisis. During the crisis, however, our model can capture senior tranche prices only if we allow for the possibility of a catastrophic jump. Thus, senior tranches are nonredundant assets that provide a unique window into the pricing of catastrophic risk.

CEO early-life disaster experience and stock price crash risk

Journal of Corporate Finance 2021 68, 101928
We study the impact of CEO early-life disaster experience on stock price crash risk. Using a longitudinal sample of U.S. firms, we document that firms led by CEOs with early-life disaster experience have higher stock price crash risk. Our findings are consistent with CEOs who experienced early-life disasters being more risk tolerant, and thus more willing to accept the risks associated with bad news hoarding, engendering formation of stock price crashes. In cross-sectional analyses, we find that the effect of CEO disaster experience is amplified when a CEO has greater equity compensation-based incentives and power over corporate board to hoard bad news. Reinforcing bad news hoarding narrative, we also find that stocks of the firms led by CEOs with early-life disaster experience exhibit stronger asymmetric response to bad versus good news disclosures and are more likely to experience crashes accompanied by breaks in the strings of uninterrupted earnings increases. Further, consistent with early-life disaster experience making CEOs more risk tolerant, we find that firms led by CEOs with early-life disaster experience tend to have higher cash-flow volatility and stock return volatility. Evidence from supplemental analysis suggests that the impact of CEO early-life disaster experience on crash risk varies in a curvilinear manner with the severity of disaster.

Firm-Specific Variation and Openness in Emerging Markets

The Review of Economics and Statistics 2004 86(3), 658-669
This paper compares the comovement of individual stock returns across emerging markets. Campbell et al. and Morck et al. have shown that the United States saw rising firm-specific stock return variations, and thus declining comovement, over the second half of the twentieth century. We detect a similar, albeit weaker, pattern in most, but not all, emerging markets. We further find that higher firm-specific variation is associated with greater capital market openness, but not goods market openness. Moreover, this relationship is magnified by institutional integrity (good government). Goods market openness is associated with higher marketwide variation.