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We study the relation between inflation and real activity over the business cycle. We employ a Trend-Cycle VAR model to … control for low-frequency movements in inflation, unemployment, and growth that are pervasive in the post-WWII period. We show … that cyclical fluctuations of inflation are related to cyclical movements in real activity and unemployment, in line with …
Persistent link: https://www.econbiz.de/10014247995
We examine the rise of dark shipping - oil tankers disabling AIS transceivers to evade detection - amid Western sanctions on Iran, Syria, North Korea, Venezuela, and Russia. Using a machine learning-based ship clustering model, we track dark-shipped crude oil trade flows worldwide and detect...
Persistent link: https://www.econbiz.de/10015326479
fluctuations associated with these events are also discussed, as is their role in the recent surge of inflation, with a particular …
Persistent link: https://www.econbiz.de/10014322883
VARs are often estimated with Bayesian techniques to cope with model dimensionality. The posterior means define a class of shrinkage estimators, indexed by hyperparameters that determine the relative weight on maximum likelihood estimates and prior means. In a Bayesian setting, it is natural to...
Persistent link: https://www.econbiz.de/10015326468
We conduct a simulation study of Local Projection (LP) and Vector Autoregression (VAR) estimators of structural impulse responses across thousands of data generating processes, designed to mimic the properties of the universe of U.S. macroeconomic data. Our analysis considers various...
Persistent link: https://www.econbiz.de/10013334425
We consider impulse response inference in a locally misspecified stationary vector autoregression (VAR) model. The conventional local projection (LP) confidence interval has correct coverage even when the misspecification is so large that it can be detected with probability approaching 1. This...
Persistent link: https://www.econbiz.de/10014544773
Most macroeconomic models view economic outcomes as being generated by a combination of endogenous and exogenous dynamic forces. In particular, the exogenous forces are generally modelled as a set of independent dynamics processes. In this paper we begin by showing that this dual dynamic...
Persistent link: https://www.econbiz.de/10014576627
In this paper we use the functional vector autoregression (VAR) framework of Chang, Chen, and Schorfheide (2024) to study the effects of monetary policy shocks (conventional and informational) on the cross-sectional distribution of U.S. earnings (from the Current Population Survey), consumption,...
Persistent link: https://www.econbiz.de/10014486257
What should applied macroeconomists know about local projection (LP) and vector autoregression (VAR) impulse response estimators? The two methods share the same estimand, but in finite samples lie on opposite ends of a bias-variance trade-off. While the low bias of LPs comes at a quite steep...
Persistent link: https://www.econbiz.de/10015409904
activity and inflation as latent variables. We incorporate these latent variables into a factor-augmented vector autoregression … activity and inflation, consistent with previous studies. In contrast to much of the literature, however, we find that central …-bank-determined changes in Chinese interest rates also have substantial impacts on economic activity and inflation, while other measures of …
Persistent link: https://www.econbiz.de/10012458147