A Threshold Model of Monetary Policy
AbstractIdentification of the monetary policy process is of ongoing interest to both economists and private sector agents. Econometricians have used a variety of tools to identify which macroeconomic variables stimulate a change in monetary policy and to estimate the magnitude and timing of the response. The overwhelming majority of these attempts are both linear and symmetric, assuming that Federal Reserve response to macroeconomic conditions is the same in expansions in contractions. In addition, most of the literature assumes a simple and unchanging dynamic response in the policy variable to changes in the economy. Consequently it has been difficult for econometricians to find a structural monetary policy equation that accurately represents policy responses over wide range of economic conditions. The result is application of a variety of dummy variable and period-splitting analyses in an attempt to control for variations in the policy response. In this paper, we use a smooth-transition threshold model to extend this literature. This model identifies the threshold values for key variables, like inflation and unemployment, at which monetary policy becomes more active and the estimates both the active period dynamics and the transition process into and out of that period. This latter function provides a direct estimation of the degree of interest rate smoothing without the need for assuming and ad hoc â€œconcernâ€ for smooth rates. For example, the threshold model accounts for a moderate Federal Reserve response to changes in inflation in low inflation periods and a more rapid and larger response in high inflation periods. A similar analysis can be done for the unemployment rate. Finally, we test to see if monetary policy operates under different dynamics during periods of â€œstagflationâ€ in which both the inflation rate and the unemployment rate is high. Finally, we estimate the degree to which monetary policy response is asymmetric. We explicitly estimate whether increases and decreases in key variables like inflation and unemployment lead to monetary policy responses of equal magnitude and timing.
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Bibliographic InfoPaper provided by Society for Computational Economics in its series Computing in Economics and Finance 2005 with number 380.
Date of creation: 11 Nov 2005
Date of revision:
Monentary Policy; Non-linear Dynamic Model;
Find related papers by JEL classification:
- E5 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit
- C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models &bull Diffusion Processes
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