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Report
Macroeconomic nowcasting and forecasting with big data
Bok, Brandyn; Caratelli, Daniele; Giannone, Domenico; Sbordone, Argia M.; Tambalotti, Andrea (2017-11-01)
Data, data, data . . . Economists know it well, especially when it comes to monitoring macroeconomic conditions?the basis for making informed economic and policy decisions. Handling large and complex data sets was a challenge that macroeconomists engaged in real-time analysis faced long before ?big data? became pervasive in other disciplines. We review how methods for tracking economic conditions using big data have evolved over time and explain how econometric techniques have advanced to mimic and automate the best practices of forecasters on trading desks, at central banks, and in other ...
Staff Reports , Paper 830

Working Paper
Business Cycle Fluctuations in Mirrlees Economies: The case of i.i.d. shocks
Veracierto, Marcelo (2020-02-18)
I consider a real business cycle model in which agents have private information about the i.i.d. realizations of their value of leisure. For the case of logarithmic preferences I provide an analytical characterization of the solution to the associated mechanism design problem. Moreover, I show a striking irrelevance result: That the stationary behavior of all aggregate variables are exactly the same in the private information economy as in the full information case. Numerical simulations indicate that the irrelevance result approximately holds for more general CRRA preferences.
Working Paper Series , Paper WP-2020-04

Report
Job search behavior over the business cycle
Sahin, Aysegul; Patterson, Christina; Mukoyama, Toshihiko (2014-08-01)
We create a novel measure of job search effort starting in 1994 by exploiting the overlap between the Current Population Survey and the American Time Use Survey. We examine the cyclical behavior of aggregate job search effort using time series and cross-state variation and find that it is countercyclical. About half of the countercyclical movement is explained by a cyclical shift in the observable characteristics of the unemployed. Individual responses to labor market conditions and drops in wealth are important in explaining the remaining variation.
Staff Reports , Paper 689

Briefing
The Differing Effects of the Business Cycle on Small and Large Banks
Grochulski, Borys; Schwam, Daniel; Steelman, Aaron; Zhang, Yuzhe (2018-11)
Small banks and large banks respond differently to business cycle fluctuations. The average net interest margin (NIM) at large banks is negatively correlated with the business cycle, while the average NIM at small banks is positively correlated with the business cycle. In a popular view, small banks are different from large banks because of their close relationships with their borrowers. But a decomposition of the cyclical properties of NIM into the asset and liability sides of the balance sheet suggests that small banks' procyclical NIM is due to their ability to keep funding costs less ...
Richmond Fed Economic Brief , Issue November

Working Paper
The limits of forward guidance
Campbell, Jeffrey R.; Ferroni, Filippo; Fisher, Jonas D. M.; Melosi, Leonardo (2019-03-20)
The viability of forward guidance as a monetary policy tool depends on the horizon over which it can be communicated and its influence on expectations over that horizon. We develop and estimate a model of imperfect central bank communications and use it to measure how effectively the Fed has managed expectations about future interest rates and the influence of its communications on macroeconomic outcomes. Standard models assume central banks have perfect control over expectations about the policy rate up to an arbitrarily long horizon and this is the source of the so-called ?forward guidance ...
Working Paper Series , Paper WP-2019-3

Working Paper
Clustered Housing Cycles
Rubio, Margarita; Owyang, Michael T.; Hernandez-Murillo, Ruben (2015-10-22)
Using a panel of U.S. city-level building permits data, we estimate a Markov-switching model of housing cycles that allows for idiosyncratic departures from a national housing cycle. These departures occur for clusters of cities that experience simultaneous housing contractions. We find that cities do not form housing regions in the traditional geographic sense. Instead, similarities in factors affecting the demand for housing (such as average winter temperature and the unemployment rate) appear to be more important determinants of cyclical comovements than similarities in factors affecting ...
Working Papers (Old Series) , Paper 1524

A Tale of Two Business Cycles during the Pandemic
Dupor, Bill (2020-12-21)
A Census household survey and BEA data on personal income paint different pictures of the U.S. economy.
On the Economy

Working Paper
Trading down and the business cycle
Rebelo, Sergio; Wong, Arlene; Jaimovich, Nir (2015-11-01)
The authors document two facts: First, during recessions consumers trade down in the quality of the goods and services they consume. Second, the production of low-quality goods is less labor intensive than that of high-quality goods. Therefore, when households trade down, labor demand falls, increasing the severity of recessions. The authors find that the trading-down phenomenon accounts for a substantial fraction of the fall in U.S. employment in the recent recession. They study two business cycle models that embed quality choice and find that the presence of quality choice magnifies the ...
FRB Atlanta CQER Working Paper , Paper 2015-5

Report
Recent changes in the U.S. business cycle
Chauvet, Marcelle; Potter, Simon M. (2001)
The U.S. business cycle expansion that started in March 1991 is the longest on record. This paper uses statistical techniques to examine whether this expansion is a onetime unique event or whether its length is a result of a change in the stability of the U.S. economy. Bayesian methods are used to estimate a common factor model that allows for structural breaks in the dynamics of a wide range of macroeconomic variables. We find strong evidence that a reduction in volatility is common to the series examined. Further, the reduction in volatility implies that future expansions will be ...
Staff Reports , Paper 126

Report
Zombies at Large? Corporate Debt Overhang and the Macroeconomy
Jordà, Òscar; Kornejew, Martin; Schularick, Moritz; Taylor, Alan M. (2020-12-01)
With business leverage at record levels, the effects of corporate debt overhang on growth and investment have become a prominent concern. In this paper, we study the effects of corporate debt overhang based on long-run cross-country data covering the near-universe of modern business cycles. We show that business credit booms typically do not leave a lasting imprint on the macroeconomy. Quantile local projections indicate that business credit booms do not affect the economy’s tail risks either. Yet in line with theory, we find that the economic costs of corporate debt booms rise when ...
Staff Reports , Paper 951

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