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Report
Evaluating the quality of fed funds lending estimates produced from Fedwire payments data
A number of empirical analyses of interbank lending rely on indirect inferences from individual interbank transactions extracted from payments data using algorithms. In this paper, we conduct an evaluation to assess the ability of identifying overnight U.S. fed funds activity from Fedwire payments data. We find evidence that the estimates extracted from the data are statistically significantly correlated with banks' fed funds borrowing as reported on the FRY-9C. We find similar associations for fed funds lending, although the correlations are lower. To be conservative, we believe that the ...
Report
Doing well by doing good? Community development venture capital
This paper examines the investments and performance of community development venture capital (CDVC). We find substantial differences between CDVC and traditional venture capital (VC) investments: CDVC investments are far more likely to be in nonmetropolitan regions and in regions with little prior venture capital activity. Moreover, CDVC is likely to be in earlier-stage investments and in industries outside the venture capital mainstream that have lower probabilities of successful exit. Even after we control for this unattractive transaction mix, the probability of a CDVC investment being ...
Report
Cyber Risk and the U.S. Financial System: A Pre-Mortem Analysis
We model how a cyber attack may be amplified through the U.S. financial system, focusing on the wholesale payments network. We estimate that the impairment of any of the five most active U.S. banks will result in significant spillovers to other banks, with 38 percent of the network affected on average. The impact varies and can be larger on particular days and geographies. When banks respond to uncertainty by liquidity hoarding, the potential impact in forgone payment activity is dramatic, reaching more than 2.5 times daily GDP. In a reverse stress test, interruptions originating from banks ...
Report
The Market Events of Mid-September 2019
This paper studies the mid-September 2019 stress in U.S. money markets: On September 16 and 17, unsecured and secured funding rates spiked up and, on September 17, the effective federal funds rate broke the ceiling of the Federal Open Market Committee (FOMC) target range. We highlight two factors that may have contributed to these events. First, reserves may have become scarce for at least some depository institutions, in the sense that these institutions’ reserve holdings may have been close to, or lower than, their desired level. Moreover, frictions in the interbank market may have ...
Report
It’s What You Say and What You Buy: A Holistic Evaluation of the Corporate Credit Facilities
We evaluate the impact of the Federal Reserve corporate credit facilities (PMCCF and SMCCF). A third of the positive effect on prices and liquidity occurred on the announcement date. We document immediate pass-through into primary markets, particularly for eligible issuers. Improvements continue as additional information is shared and purchases begin, with the impact of bond purchases larger than the impact of purchases of ETFs. Exploiting cross-sectional evidence, we see the greatest impact on investment grade bonds and in industries less affected by COVID, concluding that the improvement in ...
Report
Bank Capital and Real GDP Growth
We study the relationship between bank capital ratios and the distribution of future real GDP growth. Growth in the aggregate bank capital ratio corresponds to a smaller left tail of GDP—smaller crisis probability—but at the cost of a smaller right tail of growth outcomes—smaller probability of exuberant growth. This trade-off persists at horizons of up to eight quarters, highlighting the long-range consequences of changes in bank capital. We show that the predictive information in bank capital ratio growth is over and above that contained in real credit growth, suggesting importance ...
Report
Measuring Corporate Bond Market Dislocations
We measure dislocations in the market for corporate bonds in real time with the Corporate Bond Market Distress Index (CMDI), allowing for the aggregation of a broad set of measures of market functioning from primary and secondary bond markets into a single measure. The index quantifies dislocations from a preponderance-of-metrics perspective, ensuring that the measure of market distress is not driven by any one statistic. We document that the index correctly identifies periods of dislocations, is robust to alternative choices of the aggregation procedure, and provides differential predictive ...
Discussion Paper
The Private Premium in Public Bonds?
In a 2012 New York Fed study, Chenyang Wei and I find that interest rate spreads on publicly traded bonds issued by companies with privately traded equity are about 31 basis points higher on average than spreads on bonds issued by companies with publicly traded equity, even after controlling for risk and other factors. These differences are economically and statistically significant and they persist in the secondary market. We control for many factors associated with bond pricing, including risk, liquidity, and covenants. Although these controls account for some of the absolute pricing ...
Discussion Paper
Doing Well by Doing Good? Community Development Venture Capital
In a new working paper, Josh Lerner and I explore how the venture capital (VC) model can be harnessed to achieve socially targeted ends by examining the investment record of community development venture capital (CDVC) firms. Our results are mixed. Investments made by CDVC firms are less likely to succeed than are investments made by traditional VC firms. This lower probability of success persists even after controlling for the fact that CDVC firms invest in industries and geographies that have, on average, lower success rates. However, we do find that CDVC firms have the benefit of bringing ...
Discussion Paper
Data Link Helps Shed Light on Banks and Public Equity
In this post, we offer comparisons between banks with and without publicly traded equity. Our post uses the link produced by the New York Fed containing regulatory identification numbers (RSSD ID) from the National Information Center (NIC) to the permanent company number (PERMCO) used by the Center for Research in Security Prices (CRSP). The list available via the data link allows researchers to match regulatory information on U.S. bank holding companies (BHCs) with equity market information, including security prices. The link can be used to assist academic papers that conduct event studies ...