Federal Funds Rate Prediction
AbstractRecent research has reported that both the federal funds rate futures market and the federal funds target contain valuable information for explaining the behavior of the US effective federal funds rate. A parallel literature on interest rate modelling has recorded evidence that the dynamics of interest rates displays significant regime-switching behavior. In this paper we produce out of sample forecasts of the federal funds rate at horizons up to 8 weeks ahead using linear and nonlinear, regime-switching equilibrium correction models of the funds rate and employing both point and density measures of forecast accuracy. We cannot discriminate among the models considered in terms of point forecast accuracy. However, in terms of density forecast accuracy, we find that the term structure model of the federal funds futures rate is significantly better than the other models considered, and that regime-switching models provide a substantial forecasting improvement relative to their linear counterparts and relative to individual series of the futures rate.
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Bibliographic InfoPaper provided by Royal Economic Society in its series Royal Economic Society Annual Conference 2003 with number 183.
Date of creation: 04 Jun 2003
Date of revision:
federal funds rate; term structure of interest rates; forecasting; nonlinearity;
Other versions of this item:
- Giorgio Valente & Daniel Thornton & Lucio Sarno, 2004. "Federal Funds Rate Prediction," Working Papers wp04-12, Warwick Business School, Financial Econometrics Research Centre.
- Lucio Sarno & Daniel L. Thornton & Giorgio Valente, 2004. "Federal funds rate prediction," Working Papers 2002-005, Federal Reserve Bank of St. Louis.
- Sarno, Lucio & Thornton, Daniel L & Valente, Giorgio, 2004. "Federal Funds Rate Prediction," CEPR Discussion Papers 4587, C.E.P.R. Discussion Papers.
- E43 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Interest Rates: Determination, Term Structure, and Effects
- E47 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Forecasting and Simulation: Models and Applications
This paper has been announced in the following NEP Reports:
- NEP-ALL-2003-06-16 (All new papers)
- NEP-FIN-2003-06-16 (Finance)
- NEP-MON-2003-06-16 (Monetary Economics)
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