Open economy forecasting with a DSGE-VAR: Head to head with the RBNZ published forecasts
AbstractWe construct a DSGE-VAR model for competing head to head with the long history of published forecasts of the Reserve Bank of New Zealand. We also construct a Bayesian VAR model with a Minnesota prior for forecast comparison. The DSGE-VAR model combines a structural DSGE model with a statistical VAR model based on the in-sample fit over the majority of New Zealand’s inflation-targeting period. We evaluate the real-time out-of-sample forecasting performance of the DSGE-VAR model, and show that the forecasts from the DSGE-VAR are competitive with the Reserve Bank of New Zealand’s published, judgmentally-adjusted forecasts. The Bayesian VAR model with a Minnesota prior also provides a competitive forecasting performance, and generally, with a few exceptions, out-performs both the DSGE-VAR and the Reserve Bank’s own forecasts.
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Bibliographic InfoArticle provided by Elsevier in its journal International Journal of Forecasting.
Volume (Year): 27 (2011)
Issue (Month): 2 ()
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Web page: http://www.elsevier.com/locate/ijforecast
DSGE; Vector autoregression models; Macroeconomic forecasting; Open economy; Bayesian methods;
Other versions of this item:
- Lees, Kirdan & Matheson, Troy & Smith, Christie, 2011. "Open economy forecasting with a DSGE-VAR: Head to head with the RBNZ published forecasts," International Journal of Forecasting, Elsevier, vol. 27(2), pages 512-528, April.
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- Thomas Lubik & Frank Schorfheide, 2006. "A Bayesian Look at the New Open Economy Macroeconomics," NBER Chapters, in: NBER Macroeconomics Annual 2005, Volume 20, pages 313-382 National Bureau of Economic Research, Inc.
- Alejandro Justiniano & Bruce Preston, 2010.
"Monetary policy and uncertainty in an empirical small open-economy model,"
Journal of Applied Econometrics,
John Wiley & Sons, Ltd., vol. 25(1), pages 93-128.
- Alejandro Justiniano & Bruce Preston, 2009. "Monetary policy and uncertainty in an empirical small open economy model," Working Paper Series WP-09-21, Federal Reserve Bank of Chicago.
- Thomas Lubik & Frank Schorfheide, 2003.
"Do Central Banks Respond to Exchange Rate Movements? A Structural Investigation,"
Economics Working Paper Archive
505, The Johns Hopkins University,Department of Economics.
- Lubik, Thomas A. & Schorfheide, Frank, 2007. "Do central banks respond to exchange rate movements? A structural investigation," Journal of Monetary Economics, Elsevier, vol. 54(4), pages 1069-1087, May.
- Ana Maria Santacreu, 2005. "Reaction functions in a small open economy: What role for non-traded inflation?," Reserve Bank of New Zealand Discussion Paper Series DP2005/04, Reserve Bank of New Zealand.
- Martin Fukac & Adrian Pagan, 2006.
"Issues In Adopting Dsge Models For Use In The Policy Process,"
CAMA Working Papers
2006-10, Centre for Applied Macroeconomic Analysis, Crawford School of Public Policy, The Australian National University.
- Martin Fukac & Adrian Pagan, 2006. "Issues in Adopting DSGE Models for Use in the Policy Process," Working Papers 2006/6, Czech National Bank, Research Department.
- Benigno, Pierpaolo, 2004.
"Optimal monetary policy in a currency area,"
Journal of International Economics,
Elsevier, vol. 63(2), pages 293-320, July.
- Francis X. Diebold & Robert S. Mariano, 1994.
"Comparing Predictive Accuracy,"
NBER Technical Working Papers
0169, National Bureau of Economic Research, Inc.
- Diebold, Francis X & Mariano, Roberto S, 1995. "Comparing Predictive Accuracy," Journal of Business & Economic Statistics, American Statistical Association, vol. 13(3), pages 253-63, July.
- Diebold, Francis X & Mariano, Roberto S, 2002. "Comparing Predictive Accuracy," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(1), pages 134-44, January.
- Thomas Lubik & Frank Schorfheide, 2002.
"Testing for Indeterminacy:An Application to U.S. Monetary Policy,"
Economics Working Paper Archive
480, The Johns Hopkins University,Department of Economics, revised Jun 2003.
- Thomas A. Lubik & Frank Schorfheide, 2004. "Testing for Indeterminacy: An Application to U.S. Monetary Policy," American Economic Review, American Economic Association, vol. 94(1), pages 190-217, March.
- Marco Del Negro & Frank Schorfheide, 2004.
"Priors from General Equilibrium Models for VARS,"
International Economic Review,
Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 45(2), pages 643-673, 05.
- Marco Del Negro & Frank Schorfheide, 2003. "Take your model bowling: forecasting with general equilibrium models," Economic Review, Federal Reserve Bank of Atlanta, issue Q4, pages 35-50.
- Jordi Gal� & Tommaso Monacelli, 2005. "Monetary Policy and Exchange Rate Volatility in a Small Open Economy," Review of Economic Studies, Oxford University Press, vol. 72(3), pages 707-734.
- Marco Del Negro & Frank Schorfheide, 2009.
"Inflation Dynamics in a Small Open Economy Model under Inflation Targeting: Some Evidence from Chile,"
Central Banking, Analysis, and Economic Policies Book Series,
in: Klaus Schmidt-Hebbel & Carl E. Walsh & Norman Loayza (Series Editor) & Klaus Schmidt-Hebbel (Series (ed.), Monetary Policy under Uncertainty and Learning, edition 1, volume 13, chapter 13, pages 511-562
Central Bank of Chile.
- Marco del Negro & Frank Schorfheide, 2008. "Inflation Dynamics in a Small Open Economy Model Under Inflation Targeting: Some Evidence From Chile," Working Papers Central Bank of Chile 486, Central Bank of Chile.
- Marco Del Negro & Frank Schorfheide, 2008. "Inflation dynamics in a small open-economy model under inflation targeting: some evidence from Chile," Staff Reports 329, Federal Reserve Bank of New York.
- DeJong, David N. & Ingram, Beth F. & Whiteman, Charles H., 2000. "A Bayesian approach to dynamic macroeconomics," Journal of Econometrics, Elsevier, vol. 98(2), pages 203-223, October.
- Hall, Stephen G. & Mitchell, James, 2007. "Combining density forecasts," International Journal of Forecasting, Elsevier, vol. 23(1), pages 1-13.
- Goodwin, Paul, 2000. "Correct or combine? Mechanically integrating judgmental forecasts with statistical methods," International Journal of Forecasting, Elsevier, vol. 16(2), pages 261-275.
- Olivier Basdevant & Nils Björksten & Özer Karagedikli, 2004. "Estimating a time varying neutral real interest rate for New Zealand," Reserve Bank of New Zealand Discussion Paper Series DP 2004/01, Reserve Bank of New Zealand.
- Sean Langcake & Tim Robinson, 2013. "An Empirical BVAR-DSGE Model of the Australian Economy," RBA Research Discussion Papers rdp2013-07, Reserve Bank of Australia.
- Tobias Kitlinski & Torsten Schmidt, 2011. "The Forecasting Performance of an Estimated Medium Run Model," Ruhr Economic Papers 0301, Rheinisch-Westfälisches Institut für Wirtschaftsforschung, Ruhr-Universität Bochum, Universität Dortmund, Universität Duisburg-Essen.
- Tim Robinson, 2013. "Estimating and Identifying Empirical BVAR-DSGE Models for Small Open Economies," RBA Research Discussion Papers rdp2013-06, Reserve Bank of Australia.
- Christoffel, Kai & Warne, Anders & Coenen, Günter, 2010. "Forecasting with DSGE models," Working Paper Series 1185, European Central Bank.
- Warne, Anders & Coenen, Günter & Christoffel, Kai, 2013. "Predictive likelihood comparisons with DSGE and DSGE-VAR models," Working Paper Series 1536, European Central Bank.
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