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Discussion Paper
Municipal Debt Markets and the COVID-19 Pandemic
Cipriani, Marco; Haughwout, Andrew F.; La Spada, Gabriele; Kovner, Anna; Nee, Shawn; http://fedora:8080/fcrepo/rest/objects/authors/; Hyman, Benjamin (2020-06-29)
In March, with the outbreak of the COVID-19 pandemic in the United States, the market for municipal securities was severely stressed: mutual fund redemptions sparked unprecedented selling of municipal securities, yields increased sharply, and issuance dried up. In this post, we describe the evolution of municipal bond market conditions since the onset of the COVID-19 crisis. We show that conditions in municipal markets have improved significantly, in part a result of the announcement and implementation of several Federal Reserve facilities. Yields have decreased substantially, mutual funds ...
Liberty Street Economics , Paper 20200629

Discussion Paper
Are BHCs Mimicking the Fed's Stress Test Results?
Kovner, Anna; Hirtle, Beverly; Deng, Angela (2015-09-21)
In March, the Federal Reserve and thirty-one large bank holding companies (BHCs) disclosed their annual Dodd-Frank Act stress test (DFAST) results. This is the third year in which both the BHCs and the Fed have published their projections. In a previous post, we looked at whether the Fed’s and the BHCs’ stress test results are converging in the aggregate and found mixed results. In this post, we look at stress test projections made by individual BHCs. If the Fed’s projections are very different from a BHC’s in one year, do the BHC projections change in the following year to close this ...
Liberty Street Economics , Paper 20150921

Working Paper
The private premium in public bonds
Wei, Chenyang; Kovner, Anna (2012)
This paper is the first to document the presence of a private premium in public bonds. We find that spreads are 31 basis points higher for public bonds of private companies than for bonds of public companies, even after controlling for observable differences, including rating, financial performance, industry, bond characteristics and issuance timing. The estimated private premium increases to 40 to 50 basis points when a propensity matching methodology is used or when we control for fixed issuer effects. Despite the premium pricing, bonds of private companies are no more likely to default or ...
Working Papers , Paper 12-7

Discussion Paper
Comparing Bank and Supervisory Stress Testing Projections
Kovner, Anna; Hirtle, Beverly (2014-01-08)
Stress tests are important tools for assessing whether financial institutions have enough capital to operate in bad economic conditions. In addition to being useful for understanding capital weaknesses at individual firms, coordinated stress tests can also provide insight into the vulnerabilities facing the banking industry as a whole. In this post, we look at 2013 stress test projections made by eighteen large U.S. bank holding companies under the requirements of the Dodd-Frank Wall Street Reform and Consumer Protection Act and compare them with supervisory projections made by the Federal ...
Liberty Street Economics , Paper 20140108

Working Paper
Corporate Bond Market Distress
Boyarchenko, Nina; Crump, Richard K.; Kovner, Anna; Shachar, Or (2024-09)
We link bond market functioning to future economic activity through a new measure, the Corporate Bond Market Distress Index (CMDI). The CMDI coalesces metrics from primary and secondary markets in real time, offering a unified measure to capture access to debt capital markets. The index correctly identifies periods of distress and predicts future realizations of commonly used measures of market functioning, while the converse is not the case. We show that disruptions in access to corporate bond markets have an economically material, statistically significant impact on the real economy, even ...
Working Paper , Paper 24-09

Discussion Paper
Do Big Banks Have Lower Operating Costs?
Zhou, Lily; Kovner, Anna; Vickery, James (2014-03-25)
Despite recent financial reforms, there is still widespread concern that large banking firms remain “too big to fail.” As a solution, some reformers advocate capping the size of the largest banking firms. One consideration, however, is that while early literature found limited evidence for economies of scale, recent academic research has found evidence of scale economies in banking, even for the largest banking firms, implying that such caps could impose real costs on the economy. In our contribution to the volume on large and complex banks, we extend this line of research by studying the ...
Liberty Street Economics , Paper 201404325a

Discussion Paper
State-of-the-Field Conference on Cyber Risk to Financial Stability
Mosser, Patricia C.; Healey, Jason; Kovner, Anna; Gennaro, Jennifer; Lee, Michael Junho (2021-02-24)
The Federal Reserve Bank of New York partnered with Columbia University’s School of International and Public Affairs (SIPA) for the second annual State-of-the-Field Conference on Cyber Risk to Financial Stability on December 14-15, 2020. Hosted virtually due to the COVID-19 pandemic, the conference took place amidst the unfolding news of a cyberattack against a major cybersecurity vendor and software vendor, underscoring vulnerabilities from cyber risk.
Liberty Street Economics , Paper 20210224

Discussion Paper
How Is the Corporate Bond Market Functioning as Interest Rates Increase?
Kovner, Anna; Boyarchenko, Nina; Crump, Richard K.; Shachar, Or (2022-11-30)
The Federal Open Market Committee (FOMC) has increased the target interest rate by 3.75 percentage points since March 17, 2022. In this post we examine how corporate bond market functioning has evolved along with the changes in monetary policy through the lens of the U.S. Corporate Bond Market Distress Index (CMDI). We compare this evolution to the 2015 tightening cycle for context on how bond market conditions have evolved as rates increase. The overall CMDI has deteriorated but remains close to historical medians. The investment-grade CMDI index has deteriorated more than the high-yield, ...
Liberty Street Economics , Paper 20221130

Journal Article
Opinion: Digital Assets and Blockchain Through an Economics Lens
Kovner, Anna (2025-03-06)
It seems like everyone is talking about "crypto" these days. The word spans a diverse array of financial products and services, which collectively I'll refer to as "digital assets." Digital assets have developed into a complicated ecosystem, with a foundation in blockchain technology. Blockchain is a decentralized and distributed database, similar to a massive virtual ledger where each block is an entry. A blockchain can often be public and permanent, meaning no one owns it, everyone can see everyone's accounts, and transactions, which are updated in real time, cannot be reversed once they ...
Econ Focus , Volume 25 , Issue 1Q/2Q , Pages 32

Working Paper
Bank Capital and Real GDP Growth
Boyarchenko, Nina; Giannone, Domenico; Kovner, Anna (2024-09)
We find evidence that bank capital matters for the distribution of future GDP growth but not its central tendency. Growth in the aggregate bank capital ratio compresses the tails of expected GDP growth, a relationship that is particularly robust in reducing the probability of the worst GDP outcomes. These results suggest a role for regulation to mitigate financial crises, with an additional 100 basis points of bank capital reducing the probability of negative GDP growth by 10 percent at the one-year horizon, even controlling for credit growth and financial conditions, and without a ...
Working Paper , Paper 24-08

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