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Working Paper
Assessing the macroeconomic impact of bank intermediation shocks: a structural approach
Chen, Kaiji; Zha, Tao (2015-08-01)
We take a structural approach to assessing the empirical importance of shocks to the supply of bank-intermediated credit in affecting macroeconomic fluctuations. First, we develop a theoretical model to show how credit supply shocks can be transmitted into disruptions in the production economy. Second, we use the unique micro-banking data to identify and support the model's key mechanism. Third, we find that the output effect of credit supply shocks is not only economically and statistically significant but also consistent with the vector autogression evidence. Our mode estimation indicates ...
FRB Atlanta Working Paper , Paper 2015-8

Report
High Frequency Data and a Weekly Economic Index during the Pandemic
Mertens, Karel; Trivedi, Mihir; Lewis, Daniel J.; Stock, James H. (2020-12-01)
This paper describes a weekly economic index (WEI) developed to track the rapid economic developments associated with the onset of and policy response to the novel coronavirus in the United States. The WEI, with its ten component series, tracks the overall economy. Comparing the contributions of the WEI’s components in the 2008 and 2020 recessions reveals differences in how the two events played out at a high frequency. During the 2020 collapse and recovery, it provides a benchmark to interpret similarities and differences of novel indicators with shorter samples and/or nonstationary ...
Staff Reports , Paper 954

Working Paper
Commodity Exports, Financial Frictions and International Spillovers
Houssa, Romain; Mohimont, Jolan; Otrok, Christopher (2022-12-17)
This paper offers a solution to the international co-movement puzzle found in open-economy macroeconomic models. We develop a small open-economy (SOE) dynamic stochastic general equilibrium (DSGE) model describing three endogenous channels that capture spillovers from the world to a commodity exporter: a world commodity price channel, a domestic commodity supply channel and a financial channel. We estimate our model with Bayesian methods on two commodity-exporting SOEs, namely Canada and South Africa. In addition to explaining international business cycle synchronization, the new model ...
Globalization Institute Working Papers , Paper 419

Working Paper
Reaction functions in a small open economy: What role for non-traded inflation?
Santacreu, Ana Maria (2005-06-01)
I develop a structural general equilibrium model and estimate it for New Zealand using Bayesian techniques. The estimated model considers a monetary policy regime where the central bank targets overall inflation but is also concerned about output, exchange rate movements, and interest rate smoothing. Taking the posterior mean of the estimated parameters as representing the characteristics of the New Zealand economy, I compare the consequences that two alternative reaction functions have on the central bank's loss, for different specifications of its preferences. I obtain conditions under ...
Working Papers , Paper 2014-44

Working Paper
Division of Financial Responsibility among Mixed-Gender Couples
Hitczenko, Marcin (2021-02-03)
This paper uses individuals' self-assessments of their contribution to four household activities to study how mixed-gender couples divide household responsibility. Household responsibility dynamics are characterized according to a three-point ordinal variable, whose distribution is linked to a variety of household demographics via a proportional odds model fit using survey data from both members of 327 couples. The data reveal that household tendencies depend on household demographics, albeit differently across the four activities. For household shopping, gender is the primary determinant of ...
FRB Atlanta Working Paper , Paper 2021-8

Working Paper
Macroeconomic Responses to Uncertainty Shocks: The Perils of Recursive Orderings
Kilian, Lutz; Plante, Michael D.; Richter, Alexander W. (2022-11-23)
A common practice in empirical macroeconomics is to examine alternative recursive orderings of the variables in structural vector autoregressive (VAR) models. When the implied impulse responses look similar, the estimates are considered trustworthy. When they do not, the estimates are used to bound the true response without directly addressing the identification challenge. A leading example of this practice is the literature on the effects of uncertainty shocks on economic activity. We prove by counterexample that this practice is invalid in general, whether the data generating process is a ...
Working Papers , Paper 2223

Working Paper
The Contribution of Jump Activity and Sign to Forecasting Stock Price Volatility
Murphy, Anthony; Hizmeri, Rodrigo; Bu, Ruijun; Tsionas, Mike G.; Izzeldin, Marwan (2020-11-17)
This paper proposes a novel approach to decompose realized jump measures by type of activity (finite/infinite) and by sign. We also provide noise-robust versions of the ABD jump test (Andersen et al. 2007) and realized semivariance measures for use at high frequency sampling intervals. The volatility forecasting exercise involves the use of different types of jumps, forecast horizons, sampling frequencies, calendar and transaction time-based sampling schemes, as well as standard and noise-robust volatility measures. We find that infinite (finite) jumps improve the forecasts at shorter ...
Working Papers , Paper 1902

Working Paper
How To Go Viral: A COVID-19 Model with Endogenously Time-Varying Parameters
Matthes, Christian; Ho, Paul; Lubik, Thomas A. (2020-08-21)
This paper estimates a panel model with endogenously time-varying parameters for COVID-19 cases and deaths in U.S. states. The functional form for infections incorporates important features of epidemiological models but is flexibly parameterized to capture different trajectories of the pandemic. Daily deaths are modeled as a spike-and-slab regression on lagged cases. The paper's Bayesian estimation reveals that social distancing and testing have significant effects on the parameters. For example, a 10 percentage point increase in the positive test rate is associated with a 2 percentage point ...
Working Paper , Paper 20-10

Report
Measuring Real Activity Using a Weekly Economic Index
Mertens, Karel; Trivedi, Mihir; Lewis, Daniel J.; Stock, James H. (2020-04-01)
This paper describes a weekly economic index (WEI) developed to track the rapid economic developments associated with the onset of and policy response to the novel coronavirus in the United States. The WEI is a weekly composite index of real economic activity, with eight of ten series available the Thursday after the end of the reference week. In addition to being a weekly real activity index, the WEI has strong predictive power for output measures and provided an accurate nowcast of current-quarter GDP growth in the first half of 2020. We document how the WEI responded to key events and data ...
Staff Reports , Paper 920

Working Paper
When Do State-Dependent Local Projections Work?
Kilian, Lutz; Pesavento, Elena; Herrera, Ana María; Goncalves, Silvia (2022-05-06)
Many empirical studies estimate impulse response functions that depend on the state of the economy. Most of these studies rely on a variant of the local projection (LP) approach to estimate the state-dependent impulse response functions. Despite its widespread application, the asymptotic validity of the LP approach to estimating state-dependent impulse responses has not been established to date. We formally derive this result for a structural state-dependent vector autoregressive process. The model only requires the structural shock of interest to be identified. A sufficient condition for the ...
Working Papers , Paper 2205

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