A state-dependent model for inflation forecasting
We develop a parsimonious bivariate model of inflation and unemployment that allows for persistent variation in trend inflation and the NAIRU. The model, which consists of five unobserved components (including the trends) with stochastic volatility, implies a time-varying VAR for changes in the rates of inflation and unemployment. The implied backwards-looking Phillips curve has a time-varying slope that is steeper in the 1970s than in the 1990s. Pseudo out-of-sample forecasting experiments indicate improvements upon univariate benchmarks. Since 2008, the implied Phillips curve has become steeper and the NAIRU has increased.
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- Antonello D'Agostino & Luca Gambetti & Domenico Giannone, 2013.
"Macroeconomic forecasting and structural change,"
Journal of Applied Econometrics,
John Wiley & Sons, Ltd., vol. 28(1), pages 82-101, 01.
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- D'Agostino, Antonello & Gambetti, Luca & Giannone, Domenico & Giannone, Domenico, 2009. "Macroeconomic Forecasting and Structural Change," Research Technical Papers 8/RT/09, Central Bank of Ireland.
- Antonello D'Agostino & Luca Gambetti & Domenico Giannone, 2009. "Macroeconomic Forecasting and Structural Change," Working Papers ECARES 2009_020, ULB -- Universite Libre de Bruxelles.
- Gambetti, Luca & D’Agostino, Antonello & Giannone, Domenico, 2010. "Macroeconomic forecasting and structural change," Working Paper Series 1167, European Central Bank.
- Laurence Ball & Sandeep Mazumder, 2011.
"Inflation Dynamics and the Great Recession,"
Economics Working Paper Archive
580, The Johns Hopkins University,Department of Economics.
- Sandeep Mazumder & Laurence M. Ball, 2011. "Inflation Dynamics and the Great Recession," IMF Working Papers 11/121, International Monetary Fund.
- Laurence M. Ball & Sandeep Mazumder, 2011. "Inflation Dynamics and the Great Recession," NBER Working Papers 17044, National Bureau of Economic Research, Inc.
- Michael Dotsey & Shigeru Fujita & Tom Stark, 2011. "Do Phillips curves conditionally help to forecast inflation?," Working Papers 11-40, Federal Reserve Bank of Philadelphia.
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