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Working Paper
Constructing high-frequency monetary policy surprises from SOFR futures
Eurodollar futures were the bedrock for constructing high-frequency series of monetary policy surprises, so their discontinuation poses a challenge for the continued empirical study of monetary policy. We propose an approach for updating the series of Gurkaynak et al. (2005) and Nakamura and Steinsson (2018) with SOFR futures in place of Eurodollar futures that is conceptually and materially consistent. We recommend using SOFR futures from January 2022 onward based on regulatory developments and trading volumes. The updatedseries suggest that surprises over the recent tightening cycle are ...
Journal Article
Labor's declining share of income and rising inequality
Labor income has been declining as a share of total income earned in the United States for the past three decades. We look at the past effect of the labor share decline on income inequality, and we study the likely future path of the labor share and its implications for inequality.
Working Paper
Debt Flexibility
This paper documents new facts on the modification of bank loans using FR Y-14Q regulatory data on C&I loans. We find that loan-level modifications of key contractual terms, such as interest and maturity, occur at least once for 41% of loans. Cross sectional differences in modifications are substantial and amplified by borrower distress. Relative to single-lender loans, syndicated loans are 1.5 times more likely to be modified and interest rate changes are twice as likely. Our findings call into question whether 1) creditor dispersion makes loan modifications more challenging and 2) ...
Journal Article
The Overhang of Structures before and since the Great Recession
Investment in structures is still 29 percent below its pre-recession peak. Using a new indicator of the level of structures that would be warranted by economic conditions, we find evidence that the level of investment was too high in the first half of the 2000s. This overinvestment created an overhang of structures which has held down the growth of investment in structures during the recovery.
Working Paper
Recovery of 1933
When Roosevelt abandoned the gold standard in April 1933, he converted government debt from a tax-backed claim to gold to a claim to dollars, opening the door to unbacked fiscal expansion. Roosevelt followed a state-contingent fiscal rule that ran nominal-debt-financed primary deficits until the price level rose and economic activity recovered. Theory suggests that government spending multipliers can be substantially larger when fiscal expansions are unbacked than when they are tax-backed. VAR estimates using data on "emergency" unbacked spending and "ordinary" backed spending confirm this ...
Working Paper
Monetary Policy Shocks: Data or Methods?
Different series of high-frequency monetary shocks can have a correlation coefficient as low as 0.3 and the same sign in only one half of observations. Both data and methods drive these differences, which are starkest when the federal funds rate is at its effective lower bound. After documenting differences in monetary shock series, we explore their consequence for inference in several specifications. We find that empirical estimates of monetary policy transmission have few qualitative differences. We caution that inference may not be entirely robust to all shock constructions because ...
Working Paper
Beliefs, Aggregate Risk, and the U.S. Housing Boom
Endogenously optimistic beliefs about future house prices can account for the increase, time-path, and volatility of house prices in the U.S. housing boom of the 2000s without shocks to housing preferences. In a general equilibrium model with incomplete markets and aggregate risk, heterogeneous agents endogenously form beliefs about future house prices in response to shocks to fundamentals. When fundamentals like credit conditions loosen, agents can only partially revise up their beliefs, resulting in increasingly optimistic beliefs that are consistent with both novel and existing empirical ...