Open economy DSGE-VAR forecasting and policy analysis - head to head with the RBNZ published forecasts

We evaluate the performance of an open economy DSGE-VAR model for New Zealand along both forecasting and policy dimensions. We show that forecasts from a DSGE-VAR and a 'vanilla' DSGE model are competitive with, and in some dimensions superior to, the Reserve Bank of New Zealand's official forecasts. We also use the estimated DSGE-VAR structure to identify optimal policy rules that are consistent with the Reserve Bank's Policy Targets Agreement. Optimal policy rules under parameter uncertainty prove to be relatively similar to the certainty case. The optimal policies react aggressively to inflation and contain a large degree of interest rate smoothing, but place a low weight on responding to output or the change in the nominal exchange rate.

[1]  F. Diebold,et al.  Comparing Predictive Accuracy , 1994, Business Cycles.

[2]  A. Pagan,et al.  ISSUES IN ADOPTING DSGE MODELS FOR USE IN THE POLICY PROCESS , 2006 .

[3]  John Geweke,et al.  Evaluating the accuracy of sampling-based approaches to the calculation of posterior moments , 1991 .

[4]  Charles H. Whiteman,et al.  Supplanting the''Minnesota''Prior: Forecasting Macroeconomic Time Series Using Real Business Cycle M , 1994 .

[5]  Jordi Galí,et al.  Monetary Policy and Exchange Rate Volatility in a Small Open Economy , 2005 .

[6]  Robert B. Litterman Forecasting with Bayesian Vector Autoregressions-Five Years of Experience , 1984 .

[7]  Ozer Karagedikli,et al.  Estimating a time varying neutral real interest rate for New Zealand , 2004 .

[8]  Robert B. Litterman,et al.  Forecasting and Conditional Projection Using Realistic Prior Distributions , 1983 .

[9]  Richard Dennis Specifying and Estimating New Keynesian Models with Instrument Rules and Optimal Monetary Policies , 2004 .

[10]  Frank Schorfheide,et al.  Testing for Indeterminacy: An Application to U. S. Monetary Policy , 2002 .

[11]  M. Villani,et al.  Forecasting Performance of an Estimated Open Economy DSGE Model for the Euro Area , 2005 .

[12]  J. Geweke,et al.  Contemporary Bayesian Econometrics and Statistics , 2005 .

[13]  Frank Schorfheide,et al.  Do central banks respond to exchange rate movements , 2007 .

[14]  W. Newey,et al.  A Simple, Positive Semi-Definite, Heteroskedasticity and Autocorrelationconsistent Covariance Matrix , 1986 .

[15]  Pierpaolo Benigno Optimal Monetary Policy in a Currency Area , 2001 .

[16]  Marco Del Negro,et al.  Take your model bowling: forecasting with general equilibrium models , 2003 .

[17]  Frank Schorfheide,et al.  Priors from General Equilibrium Models for Vars , 2002 .

[18]  Jonathan D. Cryer,et al.  Time Series Analysis , 1986 .

[19]  Philip Heidelberger,et al.  Simulation Run Length Control in the Presence of an Initial Transient , 1983, Oper. Res..

[20]  M. Kendall,et al.  A Study in the Analysis of Stationary Time-Series. , 1955 .

[21]  Beth F. Ingram,et al.  A Bayesian approach to dynamic macroeconomics , 2000 .

[22]  M. Villani,et al.  Forecasting Performance of an Open Economy Dynamic Stochastic General Equilibrium Model , 2005 .

[23]  R. Lucas Econometric policy evaluation: A critique , 1976 .