Abstract
We model the U.S. macroeconomic and financial sectors using a formal and unified econometric model. Through shrinkage, our Bayesian VAR provides a flexible framework for modeling the dynamics of 31 variables, many of which are tracked by the Federal Reserve. We show how the model can be used for understanding key features of the data, constructing counterfactual scenarios, and evaluating the macroeconomic environment both retrospectively and prospectively. Considering its breadth and versatility for policy applications, our modeling approach gives a reliable, reduced-form alternative to structural models.
Authors
- Richard K Crump
- Stefano Eusepi
- Domenico Giannone
- Eric Qian
- Argia Sbordone
JEL codes
- C11
- C32
- C53
- E37