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Working Paper
Measuring Uncertainty and Its Effects in the COVID-19 Era
Carriero, Andrea; Clark, Todd E.; Marcellino, Massimiliano; Mertens, Elmar (2020-10-23)
We measure the effects of the COVID-19 outbreak on macroeconomic and financial uncertainty, and we assess the consequences of the latter for key economic variables. We use a large, heteroskedastic vector autoregression (VAR) in which the error volatilities share two common factors, interpreted as macro and financial uncertainty, in addition to idiosyncratic components. Macro and financial uncertainty are allowed to contemporaneously affect the macroeconomy and financial conditions, with changes in the common component of the volatilities providing contemporaneous identifying information on ...
Working Papers , Paper 202032

Working Paper
Even Keel and the Great Inflation
Consolvo, Victoria; Humpage, Owen F.; Mukherjee, Sanchita (2020-10-23)
During the early part of the Great Inflation (1965-1975), the Federal Reserve undertook even-keel operations to assist the US Treasury’s coupon security sales. Accordingly, the central bank delayed any tightening of monetary policy and permanently injected reserves into the banking system. Using real-time Taylor-type and McCallum-like reaction functions, we show that the Fed routinely undertook these operations only when it was otherwise tightening monetary policy. Using a quantity-equation framework, we show that the Federal Reserve’s even-keel actions added approximately one percentage ...
Working Papers , Paper 202033

Working Paper
Low Interest Rates, Policy, and the Predictive Content of the Yield Curve
Bordo, Michael D.; Haubrich, Joseph G. (2020-08-06)
Does the yield curve’s ability to predict future output and recessions differ when interest rates are low, as in the current global environment? In this paper we build on recent econometric work by Shi, Phillips, and Hurn that detects changes in the causal impact of the yield curve and relate that to the level of interest rates. We explore the issue using historical data going back to the 19th century for the United States and more recent data for the United Kingdom, Germany, and Japan. This paper is similar in spirit to Ramey and Zubairy (2018), who look at the government spending ...
Working Papers , Paper 202024

Working Paper
Information and Inequality in the Time of a Pandemic
Dizioli, Allan; Pinheiro, Roberto (2020-08-17)
We introduce two types of agent heterogeneity in a calibrated epidemiological search model. First, some agents cannot afford to stay home to minimize virus exposure. Our results show that poor agents bear most of the epidemic’s health costs. Furthermore, we show that when a larger share of agents fail to change their behavior during the epidemic, a deeper recession is possible. Second, agents develop symptoms heterogeneously. We show that for diseases with a higher share of asymptomatic cases, even when less lethal, health and economic outcomes are worse. Public policies such as testing, ...
Working Papers , Paper 202025

Working Paper
Real-Time Density Nowcasts of US Inflation: A Model-Combination Approach
Knotek, Edward S.; Zaman, Saeed (2020-10-22)
We develop a flexible modeling framework to produce density nowcasts for US inflation at a trading-day frequency. Our framework: (1) combines individual density nowcasts from three classes of parsimonious mixed-frequency models; (2) adopts a novel flexible treatment in the use of the aggregation function; and (3) permits dynamic model averaging via the use of weights that are updated based on learning from past performance. Together these features provide density nowcasts that can accommodate non-Gaussian properties. We document the competitive properties of the nowcasts generated from our ...
Working Papers , Paper 202031

Working Paper
Quantitative Easing and Direct Lending in Response to the COVID-19 Crisis
Occhino, Filippo (2020-10-05)
When the COVID-19 crisis hit the economy in 2020, the Federal Reserve responded with numerous programs designed to prevent a collapse in bank credit and firms’ available funds. I develop a dynamic general equilibrium model to study how these programs work and to evaluate their effectiveness. In the model, quantitative easing works through three channels: the expansion of bank reserves lowers a liquidity premium, the purchase of assets lowers a volatility risk premium, and the economic stimulus lowers a credit risk premium. Since bank reserves are currently larger than in the past, the ...
Working Papers , Paper 202029

Working Paper
Fireside Chats: Communication and Consumers’ Expectations in the Great Depression
Pedemonte, Mathieu (2020-10-06)
This paper shows how policy announcements can be used to manage expectations and have a role as a policy tool. Using regional variation in radio exposure, I evaluate the impact of President Franklin D. Roosevelt’s 1935 Fireside Chat, in which he showcased the introduction of important social policies, establishing a new cycle of the New Deal. I document that cities with higher exposure to the announcement exhibited a significant increase in spending on durable goods. I provide evidence that this result is not driven by wealth or other potentially confounding variables. The estimated effect ...
Working Papers , Paper 202030

Working Paper
On the Importance of Household versus Firm Credit Frictions in the Great Recession
Kehoe, Patrick J.; Lopez, Pierlauro; Midrigan, Virgiliu; Pastorino, Elena (2020-09-25)
Although a credit tightening is commonly recognized as a key determinant of the Great Recession, to date, it is unclear whether a worsening of credit conditions faced by households or by firms was most responsible for the downturn. Some studies have suggested that the household-side credit channel is quantitatively the most important one. Many others contend that the firm-side channel played a crucial role. We propose a model in which both channels are present and explicitly formalized. Our analysis indicates that the household-side credit channel is quantitatively more relevant than the ...
Working Papers , Paper 202028

Working Paper
Average Inflation Targeting and Household Expectations
Coibion, Olivier; Gorodnichenko, Yuriy; Knotek, Edward S. (2020-09-18)
Using a daily survey of U.S. households, we study how the Federal Reserve’s announcement of its new strategy of average inflation targeting affected households’ expectations. Starting with the day of the announcement, there is a very small uptick in the minority of households reporting that they had heard news about monetary policy relative to prior to the announcement, but this effect fades within a few days. Those hearing news about the announcement do not seem to have understood the announcement: they are no more likely to correctly identify the Fed’s new strategy than others, nor ...
Working Papers , Paper 202026

Working Paper
Capturing Macroeconomic Tail Risks with Bayesian Vector Autoregressions
Carriero, Andrea; Marcellino, Massimiliano; Clark, Todd E. (2020-09-22)
A rapidly growing body of research has examined tail risks in macroeconomic outcomes. Most of this work has focused on the risks of significant declines in GDP, and it has relied on quantile regression methods to estimate tail risks. Although much of this work discusses asymmetries in conditional predictive distributions, the analysis often focuses on evidence of downside risk varying more than upside risk. We note that this pattern in risk estimates over time could obtain with conditional distributions that are symmetric but subject to simultaneous shifts in conditional means (down) and ...
Working Papers , Paper 202002R

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