Open economy forecasting with a DSGE-VAR: Head to head with the RBNZ published forecasts
We 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.
If you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.
As the access to this document is restricted, you may want to look for a different version under "Related research" (further below) or search for a different version of it.
References listed on IDEAS
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.:
- Marco Del Negro & Frank Schorfheide, 2008.
"Inflation dynamics in a small open-economy model under inflation targeting: some evidence from Chile,"
329, Federal Reserve Bank of New York.
- 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.
- Hall, Stephen G. & Mitchell, James, 2007. "Combining density forecasts," International Journal of Forecasting, Elsevier, vol. 23(1), pages 1-13.
- 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.
- 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.
- Goodwin, Paul, 2000. "Correct or combine? Mechanically integrating judgmental forecasts with statistical methods," International Journal of Forecasting, Elsevier, vol. 16(2), pages 261-275.
- Marco Del Negro & Frank Schorfheide, 2002.
"Priors from general equilibrium models for VARs,"
2002-14, Federal Reserve Bank of Atlanta.
- 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.
- 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.
- 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.
- 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.
- Benigno, Pierpaolo, 2004.
"Optimal monetary policy in a currency area,"
Journal of International Economics,
Elsevier, vol. 63(2), pages 293-320, July.
- Martin Fukac & Adrian Pagan, 2006.
"Issues in Adopting DSGE Models for Use in the Policy Process,"
2006/6, Czech National Bank, Research Department.
- 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.
- 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.
- 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.
- Santacreu, Ana Maria, 2005.
"Reaction functions in a small open economy: What role for non-traded inflation?,"
2014-44, Federal Reserve Bank of St. Louis.
- 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.
- 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.
- 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.
When requesting a correction, please mention this item's handle: RePEc:eee:intfor:v:27:y:2011:i:2:p:512-528. See general information about how to correct material in RePEc.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Zhang, Lei)
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If references are entirely missing, you can add them using this form.
If the full references list an item that is present in RePEc, but the system did not link to it, you can help with this form.
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your profile, as there may be some citations waiting for confirmation.
Please note that corrections may take a couple of weeks to filter through the various RePEc services.