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Forecasts of US short-term interest rates: A flexible forecast combination approach
Authors:Massimo Guidolin  Allan Timmermann  
Institution:aFederal Reserve Bank of St. Louis, Research Division–St. Louis, MO 63166, United States;bManchester Business School, MAFG, Manchester M15 6PB, United Kingdom;cUniversity of California, San Diego–9500 Gilman Drive, La Jolla, CA 92093-0553, United States
Abstract:This paper develops a flexible approach to combine forecasts of future spot rates with forecasts from time-series models or macroeconomic variables. We find empirical evidence that, accounting for both regimes in interest rate dynamics, and combining forecasts from different models, helps improve the out-of-sample forecasting performance for US short-term rates. Imposing restrictions from the expectations hypothesis on the forecasting model are found to help at long forecasting horizons.
Keywords:Forecast combinations  Regime switches  Short term interest rates  Expectations hypothesis
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