Measuring Monetary Policy with VAR Models: An Evaluation

Working Paper: CEPR ID: DP1743

Authors: Fabio C. Bagliano; Carlo A. Favero

Abstract: This paper evaluates VAR models designed to analyse the monetary policy transmission mechanism in the United States by considering three issues: specification, identification, and the effect of the omission of the long-term interest rate. Specification analysis suggests that only VAR models estimated on a single monetary regime feature parameter stability and do not show signs of mis-specification. The identification analysis shows that VAR-based monetary policy shocks and policy disturbances identified from alternative sources are not highly correlated but yield similar descriptions of the monetary transmission mechanism. Lastly, the inclusion of the long-term interest rate in a benchmark VAR delivers a more precise estimation of the structural parameters capturing behaviour in the market for reserves and shows that contemporaneous fluctuations in long-term interest rates are an important determinant of the monetary authority?s reaction function.

Keywords: monetary transmission; VAR models

JEL Codes: E44; E52


Causal Claims Network Graph

Edges that are evidenced by causal inference methods are in orange, and the rest are in light blue.


Causal Claims

CauseEffect
stability of the model (C62)monetary regime (E42)
VAR-based monetary policy shocks (E39)monetary transmission mechanism (E52)
alternative measures of monetary policy (E52)monetary transmission mechanism (E52)
long-term interest rate (E43)structural parameter estimates (C51)
fluctuations in long-term interest rates (E43)monetary authority's reaction function (E52)
long-term interest rates (E43)short-term policy rate (E43)

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