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Discussion Paper
What Is Corporate Bond Market Distress?
Boyarchenko, Nina; Crump, Richard K.; Kovner, Anna; Shachar, Or (2022-06-29)
Corporate bonds are a key source of funding for U.S. non-financial corporations and a key investment security for insurance companies, pension funds, and mutual funds. Distress in the corporate bond market can thus both impair access to credit for corporate borrowers and reduce investment opportunities for key financial sub-sectors. In a February 2021 Liberty Street Economics post, we introduced a unified measure of corporate bond market distress, the Corporate Bond Market Distress Index (CMDI), then followed up in early June 2022 with a look at how corporate bond market functioning evolved ...
Liberty Street Economics , Paper 20220629

Discussion Paper
Is U.S. Monetary Policy Seasonal?
Lucca, David O.; Crump, Richard K. (2012-10-01)
Many economic time series display periodic and predictable patterns within each calendar year, generally referred to as seasonal effects. For example, retail sales tend to be higher in December than in other months. These patterns are well-known to economists, who apply statistical filters to remove seasonal effects so that the resulting series are more easily comparable across months. Because policy decisions are based on seasonally adjusted series, we wouldn’t expect the decisions to exhibit any seasonal behavior. Yet, in this post we find that the Federal Reserve has been much more ...
Liberty Street Economics , Paper 20121001

Report
On binscatter
Cattaneo, Matias D.; Crump, Richard K.; Farrell, Max H.; Feng , Yingjie (2019-02-01)
Binscatter is a popular method for visualizing bivariate relationships and conducting informal specification testing. We study the properties of this method formally and develop enhanced visualization and econometric binscatter tools. These include estimating conditional means with optimal binning and quantifying uncertainty. We also highlight a methodological problem related to covariate adjustment that can yield incorrect conclusions. We revisit two applications using our methodology and find substantially different results relative to those obtained using prior informal binscatter methods. ...
Staff Reports , Paper 881

Discussion Paper
Changing Risk-Return Profiles
Crump, Richard K.; Hundtofte , Sean; Giannone, Domenico (2018-10-04)
Are stock returns predictable? This question is a perennially popular subject of debate. In this post, we highlight some results from our recent working paper, where we investigate the matter. Rather than focusing on a single object like the forecasted mean or median, we look at the entire distribution of stock returns and find that the realized volatility of stock returns, especially financial sector stock returns, has strong predictive content for the future distribution of stock returns. This is a robust feature of the data since all of our results are obtained with real-time analyses ...
Liberty Street Economics , Paper 20181004

Report
The Term Structure of Expectations
Moench, Emanuel; Eusepi, Stefano; Preston, Bruce; Crump, Richard K. (2021-11-01)
Economic theory predicts that intertemporal decisions depend critically on expectations about future outcomes. Using the universe of professional survey forecasts for the United States, we document the behavior of the entire term structure of expectations for output growth, inflation, and the policy rate. We show that a simple unobserved components model of the trend and cycle explains the joint behavior of both consensus measures of expectations and the observed disagreement among individual forecasters. Importantly, univariate models of each variable are outperformed by a multivariate model ...
Staff Reports , Paper 992

Report
COVID Response: The Commercial Paper Funding Facility
Boyarchenko, Nina; Crump, Richard K.; Kovner, Anna; Leonard, Deborah (2021-09-01)
The Federal Reserve reestablished the Commercial Paper Funding Facility (CPFF 2020) in response to the disruptions in the commercial paper market triggered by the COVID-19 pandemic and subsequent economic shutdowns. The CPFF 2020 was designed to support market functioning and provide a liquidity backstop for the commercial paper market. This paper provides an overview of the CPFF 2020, including detailing the facility’s design, documenting its usage, and describing its impact on commercial paper markets. In addition, we compare the market conditions and facility design in CPFF 2020 to that ...
Staff Reports , Paper 982

Report
A unified approach to measuring u*
Eusepi, Stefano; Giannoni, Marc; Sahin, Aysegul; Crump, Richard K. (2019-05-01)
This paper bridges the gap between two popular approaches to estimating the natural rate of unemployment, u*. The first approach uses detailed labor market indicators, such as labor market flows, cross-sectional data on unemployment and vacancies, or various measures of demographic changes. The second approach, which employs reduced-form models and DSGE models, relies on aggregate price and wage Phillips curve relationships. We combine the key features of these two approaches to estimate the natural rate of unemployment in the United States using both data on labor market flows and a ...
Staff Reports , Paper 889

Discussion Paper
Forecasting Interest Rates over the Long Run
Diamond, Peter A.; Yu, Rui; Adrian, Tobias; Crump, Richard K. (2016-07-18)
In a previous post, we showed how market rates on U.S. Treasuries violate the expectations hypothesis because of time-varying risk premia. In this post, we provide evidence that term structure models have outperformed direct market-based measures in forecasting interest rates. This suggests that term structure models can play a role in long-run planning for public policy objectives such as assessing the viability of Social Security.
Liberty Street Economics , Paper 20160718

Discussion Paper
Expectations and the Final Mile of Disinflation
Crump, Richard K.; Eusepi, Stefano; Sahin, Aysegul (2024-03-05)
In the aftermath of the COVID-19 pandemic, the U.S. economy experienced a swift recovery accompanied by a sharp rise in inflation. Inflation has been gradually declining since 2022 without a notable slowdown in the labor market. Nonetheless, inflation remains above the Federal Reserve’s 2 percent target and the path of the so-called final mile remains uncertain, as emphasized by Chair Powell during his press conference in January. In this post, we examine the unemployment-inflation trade-off over the past few years through the lens of a New Keynesian Phillips curve, based on our recent ...
Liberty Street Economics , Paper 20240305

Discussion Paper
The Primary and Secondary Market Corporate Credit Facilities
Shachar, Or; Crump, Richard K.; Van Tassel, Peter; Boyarchenko, Nina; Kovner, Anna (2020-05-26)
On April 9, the Federal Reserve announced that it would take additional actions to provide up to $2.3 trillion in loans to support the economy in response to the coronavirus pandemic. Among the initiatives are the Primary Market and Secondary Market Corporate Credit Facilities (PMCCF and SMCCF), whose intent is to provide support for large U.S. businesses that typically finance themselves by issuing debt in capital markets. Corporate bonds support the operations of companies with more than 17 million employees based in the United States and these bonds are key assets for retirees and pension ...
Liberty Street Economics , Paper 20200526a

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