Oil and US GDP: A Real-Time out-of Sample Examination
Abstract
We study the real-time predictive content of crude oil prices for US real GDP growth through a pseudo out-of-sample (OOS) forecasting exercise. Comparing our benchmark model ?withoutoil? against alternatives ?with oil,? we strongly reject the null hypothesis of no OOS population-level predictability from oil prices to GDP at the longer forecast horizon we consider. These results may be due to our oil price measures serving as proxies for a recently developed measure of global real economic activity omitted from the alternatives to the benchmark forecasting models. This examination of the global OOS relative performance of the models we consider is robust to use of ex-post revised data. But when we focus on the forecasting models? local relative performance, we observe strong differences across use of real-time and ex-post revised data.Download Info
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Paper provided by Centre for Applied Macro- and Petroleum economics (CAMP), BI Norwegian Business School in its series Working Papers with number 0004.Length: 23 pages
Date of creation: Nov 2011
Date of revision:
Handle: RePEc:bny:wpaper:0004
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Keywords:Other versions of this item:
- Francesco Ravazzolo & Philip Rothman, 2010. "Oil and US GDP: A real-time out-of-sample examination," Working Paper 2010/18, Norges Bank.
- C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models
- C53 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Forecasting and Prediction Models; Simulation Methods
- E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
- E37 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Forecasting and Simulation: Models and Applications
This paper has been announced in the following NEP Reports:
- NEP-ALL-2012-06-13 (All new papers)
- NEP-ENE-2012-06-13 (Energy Economics)
- NEP-FOR-2012-06-13 (Forecasting)
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Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.Cited by:
- James D. Hamilton, 2010.
"Nonlinearities and the Macroeconomic Effects of Oil Prices,"
NBER Working Papers
16186, National Bureau of Economic Research, Inc.
- Hamilton, James D., 2011. "Nonlinearities And The Macroeconomic Effects Of Oil Prices," Macroeconomic Dynamics, Cambridge University Press, vol. 15(S3), pages 364-378, November.
- Claudio Morana, 2012. "The Oil price-Macroeconomy Relationship since the Mid- 1980s: A global perspective," Working Papers 2012.28, Fondazione Eni Enrico Mattei.
- Ron Alquist & Lutz Kilian & Robert J. Vigfusson, 2011.
"Forecasting the price of oil,"
International Finance Discussion Papers
1022, Board of Governors of the Federal Reserve System (U.S.).
- Alquist, Ron & Kilian, Lutz & Vigfusson, Robert J., 2011. "Forecasting the Price of Oil," CEPR Discussion Papers 8388, C.E.P.R. Discussion Papers.
- Ron Alquist & Lutz Kilian & Robert J. Vigfusson, 2011. "Forecasting the Price of Oil," Working Papers 11-15, Bank of Canada.
- Kilian, Lutz & Vigfusson, Robert J., 2012.
"Do Oil Prices Help Forecast U.S. Real GDP? The Role of Nonlinearities and Asymmetries,"
CEPR Discussion Papers
8980, C.E.P.R. Discussion Papers.
- Lutz Kilian & Robert J. Vigfusson, 2013. "Do Oil Prices Help Forecast U.S. Real GDP? The Role of Nonlinearities and Asymmetries," Journal of Business & Economic Statistics, American Statistical Association, vol. 31(1), pages 78-93, January.
- Lutz Kilian & Robert J. Vigfusson, 2012. "Do oil prices help forecast U.S. real GDP? the role of nonlinearities and asymmetries," International Finance Discussion Papers 1050, Board of Governors of the Federal Reserve System (U.S.).
- Christiane Baumeister & Lutz Kilian, 2012.
"Real-Time Forecasts of the Real Price of Oil,"
Journal of Business & Economic Statistics,
American Statistical Association, vol. 30(2), pages 326-336, April.
- Christiane Baumeister & Lutz Kilian, 2011. "Real-Time Forecasts of the Real Price of Oil," Working Papers 11-16, Bank of Canada.
- Baumeister, Christiane & Kilian, Lutz, 2011. "Real-Time Forecasts of the Real Price of Oil," CEPR Discussion Papers 8414, C.E.P.R. Discussion Papers.
- James D. Hamilton, 2012. "Oil Prices, Exhaustible Resources, and Economic Growth," NBER Working Papers 17759, National Bureau of Economic Research, Inc.
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