The potential of a small model
This CPB Discussion Paper highlights potential uses of simple, small models where large traditional models are less flexible. (updated 22/12/2011). We run a number of experiments with a small two variable VAR model of GDP growth and unemployment with both quarterly and yearly data. We compare the forecasts of these simple models with the published forecasts of the CPB and we conclude that there is not much di erence. We then show how easy it is to evaluate the usefulness of a given variable for forecasting by extending the model to include world trade. Perfect knowledge of future world trade growth would help considerably but is obviously not available at the time the forecasts were made. The available world trade data doesn't improve the forecasts. Finally we also show how quick and exible measures of the output gap can be constructed.
|Date of creation:||Nov 2011|
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- Coenraad N. Teulings & Nick Zubanov, 2010.
"Is Economic Recovery a Myth? Robust Estimation of Impulse Responses,"
CESifo Working Paper Series
3027, CESifo Group Munich.
- Coen N. Teulings & Nikolay Zubanov, 2014. "Is Economic Recovery A Myth? Robust Estimation Of Impulse Responses," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 29(3), pages 497-514, 04.
- Coen N. Teulings & Nick Zubanov, 2010. "Is Economic Recovery a Myth? Robust Estimation of Impulse Responses," Tinbergen Institute Discussion Papers 10-040/3, Tinbergen Institute, revised 07 Jul 2011.
- Coen Teulings & Nick Zubanov, 2011. "Is economic recovery a myth? Robust estimation of impulse responses," CPB Discussion Paper 131, CPB Netherlands Bureau for Economic Policy Analysis.
- Teulings, Coen N & Zubanov, Nick, 2010. "Is Economic Recovery a Myth? Robust Estimation of Impulse Responses," CEPR Discussion Papers 7800, C.E.P.R. Discussion Papers.
- Massimiliano Marcellino & James Stock & Mark Watson, 2005.
"A Comparison of Direct and Iterated Multistep AR Methods for Forecasting Macroeconomic Time Series,"
285, IGIER (Innocenzo Gasparini Institute for Economic Research), Bocconi University.
- Marcellino, Massimiliano & Stock, James H. & Watson, Mark W., 2006. "A comparison of direct and iterated multistep AR methods for forecasting macroeconomic time series," Journal of Econometrics, Elsevier, vol. 135(1-2), pages 499-526.
- Marcellino, Massimiliano & Stock, James H & Watson, Mark W, 2005. "A Comparison of Direct and Iterated Multistep AR Methods for Forecasting Macroeconomic Time Series," CEPR Discussion Papers 4976, C.E.P.R. Discussion Papers.
- M. Hashem Pesaran & Andreas Pick & Allan Timmermann, 2010.
"Variable Selection, Estimation and Inference for Multi-period Forecasting Problems,"
DNB Working Papers
250, Netherlands Central Bank, Research Department.
- Pesaran, M. Hashem & Pick, Andreas & Timmermann, Allan, 2011. "Variable selection, estimation and inference for multi-period forecasting problems," Journal of Econometrics, Elsevier, vol. 164(1), pages 173-187, September.
- Jesús Fernández-Villaverde & Juan F. Rubio-Ramirez & Thomas J. Sargent & Mark Watson, 2006.
"A,B,C's (and D's)'s for Understanding VARS,"
321307000000000646, UCLA Department of Economics.
- Jesus Fernandez-Villaverde & Juan Rubio-Ramirez & Thomas J. Sargent, 2005. "A, B, C's (and D)'s for Understanding VARs," NBER Technical Working Papers 0308, National Bureau of Economic Research, Inc.
- Jesus Fernandez-Villaverde & Juan F. Rubio-Ramirez & Thomas J. Sargent, 2005. "A, B, C’s (And D’s) For Understanding VARS," PIER Working Paper Archive 05-018, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania.
- Jesús Fernández-Villaverde & Juan F. Rubio-Ramirez & Thomas J. Sargent, 2005. "A,B,C's (and D's)'s for Understanding VARS," Levine's Bibliography 172782000000000096, UCLA Department of Economics.
- Jesús Fernández-Villaverde & Juan Francisco Rubio-Ramírez & Thomas J. Sargent, 2005. "A, B, C’s, (and D’s) for understanding VARs," FRB Atlanta Working Paper 2005-09, Federal Reserve Bank of Atlanta.
- Graham Elliott & Allan Timmermann, 2008.
Journal of Economic Literature,
American Economic Association, vol. 46(1), pages 3-56, March.
- Lawrence J. Christiano & Martin Eichenbaum & Robert J. Vigfusson, 2003.
"The response of hours to a technology shock: evidence based on direct measures of technology,"
International Finance Discussion Papers
790, Board of Governors of the Federal Reserve System (U.S.).
- Lawrence J. Christiano & Martin Eichenbaum & Robert Vigfusson, 2004. "The Response of Hours to a Technology Shock: Evidence Based on Direct Measures of Technology," Journal of the European Economic Association, MIT Press, vol. 2(2-3), pages 381-395, 04/05.
- Lawrence J. Christiano & Martin Eichenbaum & Robert Vigfusson, 2004. "The Response of Hours to a Technology Shock: Evidence Based on Direct Measures of Technology," NBER Working Papers 10254, National Bureau of Economic Research, Inc.
- Òscar Jordà, 2005. "Estimation and Inference of Impulse Responses by Local Projections," American Economic Review, American Economic Association, vol. 95(1), pages 161-182, March.
- Granger, C W J, 1969. "Investigating Causal Relations by Econometric Models and Cross-Spectral Methods," Econometrica, Econometric Society, vol. 37(3), pages 424-38, July.
- Beveridge, Stephen & Nelson, Charles R., 1981. "A new approach to decomposition of economic time series into permanent and transitory components with particular attention to measurement of the `business cycle'," Journal of Monetary Economics, Elsevier, vol. 7(2), pages 151-174.
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