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Working Paper
The Fed Takes On Corporate Credit Risk: An Analysis of the Efficacy of the SMCCF

This paper evaluates the efficacy of the Secondary Market Corporate Credit Facility, a program designed to stabilize the U.S. corporate bond market during the COVID-19 pandemic. The program announcements on March 23 and April 9, 2020, significantly reduced investment-grade credit spreads across the maturity spectrum—irrespective of the program’s maturity-eligibility criterion—and ultimately restored the normal upward-sloping term structure of credit spreads. The Federal Reserve’s actual purchases reduced credit spreads of eligible bonds 3 basis points more than those of ineligible ...
Working Papers , Paper 24-2

Working Paper
Decomposing the Monetary Policy Multiplier

Financial markets play an important role in generating monetary policy transmission asymmetries in the US. Credit spreads only adjust to unexpected increases in interest rates, causing output and prices to respond more to a monetary tightening than to an expansion. At a one year horizon, the ‘financial multiplier’ of monetary policy—defined as the ratio between the cumulative responses of employment and credit spreads—is zero for a monetary expansion, -2 for a monetary tightening, and -4 for a monetary tightening that takes place under strained credit market conditions. These results ...
Working Paper Series , Paper 2023-14

Working Paper
Credit Surfaces and Economic Uncertainty

The Credit Surface along the leverage dimension gives the bond spread as a function of the loan-to-value ratio. Empirically, we show that uncertainty shocks typically increase spreads and steepen the credit surface, profoundly affecting the supply of credit. Theoretically, we derive necessary and sufficient conditions for the convexity of the credit surface, and for changes in the anticipated distribution of collateral prices that lead to steepening of the credit surface. Finally, we show that the credit surface itself fully reveals the entire distribution of collateral prices, thus providing ...
Finance and Economics Discussion Series , Paper 2026-052

Working Paper
What Drives the Cross-Section of Credit Spreads?: A Variance Decomposition Approach

I decompose the cross-sectional variation of the credit spreads for corporate bonds into changing expected returns and changing expectation of credit losses with a model-free method. Using a log-linearized pricing identity and a vector autoregression applied to micro-level data from 1973 to 2011, I find that the expected credit loss component and the excess return component each explains about half of the variance of the credit spreads. Unlike the market-level findings in Gilchrist and Zakrajsek (2012), at the firm level, the expected credit loss is volatile and affects the firms' investment ...
Finance and Economics Discussion Series , Paper 2014-62

Working Paper
Firm Financial Conditions and the Transmission of Monetary Policy

We study how the transmission of monetary policy to firms' investment and credit spreads depends on their financial conditions, finding a major role for their excess bond premia (EBPs), the component of credit spreads in excess of default risk. While monetary policy easing shocks compress credit spreads more for firms with higher ex-ante EBPs, it is lower-EBP firms that invest more. We rationalize these findings using a model with financial frictions in which lower-EBP firms have flatter marginal product of capital curves. We also show empirically that the cross-sectional distribution of firm ...
Finance and Economics Discussion Series , Paper 2023-037

Working Paper
When Liquidity Matters: Firm Balance Sheets during Large Crises

We study how aggregate shocks shape the joint dynamics of credit spreads, debt, and liquid asset holdings for nonfinancial firms, focusing on the Great Financial Crisis (GFC) and COVID-19. Both episodes saw sharp credit spread increases and investment declines, but debt and liquidity fell during the GFC and rose during COVID-19. Cross-sectionally, leverage drove spreads and investment in the GFC, while liquidity dominated during COVID-19. We build a macro-finance model of firm capital structure with a liquidity motive for working capital. Calibrated to data, it attributes the GFC to real and ...
Working Papers , Paper 2025-019

Working Paper
When Liquidity Matters: Firm Balance Sheets during Large Crises

We study how aggregate shocks shape the joint dynamics of credit spreads, debt, and liquid asset holdings for nonfinancial firms, focusing on the Great Financial Crisis(GFC) and COVID-19. Both episodes saw sharp credit spread increases and investment declines, but debt and liquidity fell during the GFC and rose during COVID-19. Crosssectionally, leverage drove spreads and investment in the GFC, while liquidity dominated during COVID-19. We build a macro-finance model of firm capital structure with a liquidity motive for working capital. Calibrated to data, it attributes the GFC to real and ...
Working Papers , Paper 2025-019

Working Paper
When Liquidity Matters: Firm Balance Sheets during Large Crises

We study how aggregate shocks shape the joint dynamics of credit spreads, debt, and liquid asset holdings for nonfinancial firms, focusing on the Great Financial Crisis (GFC) and COVID-19. Both episodes saw sharp credit spread increases and investment declines, but debt and liquidity fell during the GFC and rose during COVID-19. Cross-sectionally, leverage drove spreads and investment in the GFC, while liquidity dominated during COVID-19. We build a macro-finance model of firm capital structure with a liquidity motive for working capital. Calibrated to data, it attributes the GFC to real and ...
Working Papers , Paper 2025-019

Working Paper
Credit and Liquidity Policies during Large Crises

We compare firms’ financials during the Great Financial Crisis (GFC) and COVID-19. While the two crises featured similar increases in credit spreads, debt and liquid assets decreased during the GFC but increased during COVID-19. In the cross-section, leverage was the primary determinant of credit spreads and investment during the GFC, but liquidity was more important during COVID-19. We augment a quantitative model of firm capital structure with a motive to hold liquid assets. The GFC resembled a combination of productivity and financial shocks, while COVID-19 also featured liquidity ...
Working Papers , Paper 2020-035

Working Paper
Credit and Liquidity Policies during Large Crises

We compare firms’ financials during the Great Financial Crisis (GFC) and COVID-19. While the two crises featured similar increases in credit spreads, debt and liquid assets decreased during the GFC but increased during COVID-19. In the cross-section, leverage was the primary determinant of credit spreads and investment during the GFC, but liquidity was more important during COVID-19. We augment a quantitative model of firm capital structure with a motive to hold liquid assets. The GFC resembled a combination of productivity and financial shocks, while COVID-19 also featured liquidity ...
Working Papers , Paper 2020-035

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