Real-time conditional forecasts with Bayesian VARs: An application to New Zealand

Chris Bloor1, Troy Matheson1
1Economics Department, RBNZ, P.O. Box 2498, Wellington, New Zealand

Tài liệu tham khảo

Banbura, 2010, Large Bayesian vector autoregressions, Journal of Applied Econometrics, 25, 71, 10.1002/jae.1137 Bloor, 2010, Analysing shock transmission in a data-rich environment: A large BVAR for New Zealand, Empirical Economics, 10.1007/s00181-009-0317-3 Buckle, 2007, A structural VAR business cycle model of a volatile small open economy, Economic Modelling, 24, 990, 10.1016/j.econmod.2007.04.003 Christiano, 1999, Monetary policy shocks: What have we learned and to what end?, Vol. 1, 65 Clarida, 1999, The science of monetary policy: A new Keynesian perspective, Journal of Economic Literature, 37, 1661, 10.1257/jel.37.4.1661 Cushman, 1997, Identifying monetary policy in a small open economy under flexible exchange rates, Journal of Monetary Economics, 39, 433, 10.1016/S0304-3932(97)00029-9 De Mol, 2008, Forecasting using a large number of predictors: Is Bayesian regression a valid alternative to Principal Components?, Journal of Econometrics, 146, 318, 10.1016/j.jeconom.2008.08.011 Del Negro, 2004, Priors from general equilibrium models for VARs, International Economic Review, 45, 643, 10.1111/j.1468-2354.2004.00139.x Diebold, 1995, Comparing predictive accuracy, Journal of Business and Economic Statistics, 13, 253, 10.2307/1392185 Doan, 1984, Forecasting and conditional projections using realistic prior distributions, Econometric Reviews, 3, 1, 10.1080/07474938408800053 Gali, 2005, Monetary policy and exchange rate volatility in a small open economy, Review of Economic Studies, 3, 707, 10.1111/j.1467-937X.2005.00349.x Gianonne, 2008, Nowcasting GDP and inflation: The real-time informational content of macroeconomic data releases, Journal of Monetary Economics, 55, 655, 10.1016/j.jmoneco.2008.05.010 Kadiyala, K. R., & Karlsson, S. (1997). Numerical methods for estimation and inference in Bayesian VAR-models. 12, 99–132. Litterman, 1986, Forecasting with Bayesian vector autoregressions – Five years of experience, Journal of Business and Economic Statistics, 4, 25, 10.2307/1391384 Matheson, 2006, Factor model forecasts for New Zealand, International Journal of Central Banking, 169 Matheson, 2010, An analysis of the informational content of New Zealand data releases: The importance of business opinion surveys, Economic Modelling, 27, 304, 10.1016/j.econmod.2009.09.010 Matheson, 2010, Assessing the fit of small open economy DSGEs, Journal of Macroeconomics, 32, 906, 10.1016/j.jmacro.2009.10.001 Newey, 1987, A simple, positive semidefinite, heteroskedasticity and autocorrelation consistent covariance matrix, Econometrica, 55, 703, 10.2307/1913610 Robertson, 1999, Vector autoregressions: Forecasting and reality, Economic Review, Federal Reserve Bank of Atlanta Sims, 1993, A nine-variable probabilistic macroeconomic forecasting model Sims, 1998, Bayesian methods for dynamic multivariate analysis, International Economic Review, 39, 949, 10.2307/2527347 Waggoner, 1999, Conditional forecasts in dynamic multivariate models, The Review of Economics and Statistics, 81, 639, 10.1162/003465399558508 Waggoner, 2003, A Gibbs sampler for structural vector autoregressions, Journal of Economic Dynamics and Control, 28, 349, 10.1016/S0165-1889(02)00168-9 Zha, 1999, Block recursion and structural vector autoregressions, Journal of Econometrics, 90, 291, 10.1016/S0304-4076(98)00045-1