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Working Paper
Industrial Connectedness and Business Cycle Comovements
The effect of economic shocks on business cycles fluctuations may vary across industries. For example, shocks that originate in a single industry may propagate elsewhere, either up or down stream in the production chain. Thus, industries that are more connected may be more vulnerable to industry-specific economic shocks. However, any model of industrial connectedness must account for the fact that much of the inter-industry correlation will be driven by national shocks. In light of this, we develop a panel Markov-switching model for industry-level data that incorporates a number of features ...
Working Paper
A State-Level Analysis of Okun's Law
Okun's law is an empirical relationship that measures the correlation between the deviation of the unemployment rate from its natural rate and the deviation of output growth from its potential. This relationship is often referred to by policy makers and used by forecasters. In this paper, we estimate Okun's coefficients separately for each U.S. state using an unobserved components framework and find variation of the coefficients across states. We exploit this heterogeneity of Okun's coefficients to directly examine the potential factors that shape Okun's law, and find that indicators of more ...
Journal Article
Comparing Measures of Potential Output
One of the goals of stabilization policy is to reduce the output gap?the difference between potential and actual output?during downturns. Potential output, however, is an unobserved variable whose definition can vary. For example, some view potential output as the level of output that can be produced when employment is at the natural rate. Others use trend measures of output to measure potential. We survey some of these measures using both full-sample data (all of the data that would be available through June 2017) and real-time data (the actual data that would have been available at ...
Journal Article
Economic Forecasting: Comparing the Fed with the Private Sector
Fed forecasts have generally been more accurate than private forecasts, but the reason isn?t clear.
Working Paper
Reconsidering the Fed’s Forecasting Advantage
Previous studies show the Fed has a forecast advantage over the private sector, either because it devotes more resources to forecasting or because it has an informational advantage in knowing the path of future monetary policy. We evaluate the Fed’s forecast advantage to determine how much of it results from the Fed’s knowledge of the conditioning path. We develop two tests—an instrumental variable encompassing test and a path-dependent encompassing test—to equalize the Fed’s information set with the private sector’s. We find that, generally, the Fed does not encompass the private ...
Working Paper
Age and Gender Differentials in Unemployment and Hysteresis
We use a time-varying panel unobserved components model to estimate unemployment gaps disaggregated by age and gender. Recessions before COVID affected men's labor market outcomes more than women's; however, the reverse was true for the COVID recession, with effects amplified for younger workers. The aggregate Phillips curve flattens over time and hysteresis is countercyclical for all groups. We find heterogeneity in both the Phillips curve and hysteresis coefficients, with wages responding more to workers with an outside option (high school- and retirement-age) and larger effects of ...
Working Paper
Industrial Connectedness and Business Cycle Comovements
While aggregate shocks account for most business cycle fluctuations, sectoral shocks have become relatively more important since the 1980s. Previous studies show that sectoral shocks propagate through industry supply chains. Typically, sectors are defined by similarities in function and/or market. While some industries have supply chains within their own sector (vertical), others have supply chains across a number of sectors (horizontal). Similarity in these supply chain characteristics appear to be a determining factor in how industries comove. Using industrial production data of 82 ...
Working Paper
Reconsidering the Fed's Inflation Forecasting Advantage
Previous studies show the Fed has a forecast advantage over the private sector for inflation, either because it devotes more resources to forecasting or because it has an informational advantage. We evaluate the Fed's forecast advantage to determine how much of it results from the Fed's knowledge of future monetary policy. We develop two tests -- an instrumental variable encompassing test and a path-dependent encompassing test -- to equalize the Fed's information set with the private sector's. We find that Fed forecasts do not encompass those of the private sector when the latter has ...
Working Paper
Reconsidering the Fed's Inflation Forecasting Advantage
Previous studies show the Fed has a forecast advantage over the private sector for inflation, either because it devotes more resources to forecasting or because it has an informational advantage. We evaluate the Fed's forecast advantage to determine how much of it results from the Fed's knowledge of future monetary policy. We develop two tests -- an instrumental variable encompassing test and a path-dependent encompassing test -- to equalize the Fed's information set with the private sector's. We find that Fed forecasts do not encompass those of the private sector when the latter has ...
Journal Article
Measuring Potential Output
So many ways to measure potential output, so little consensus?But different measurements don?t necessarily alter central bank policy decisions.