Specifying vector autoregressions for macroeconomic forecasting
AbstractThis paper describes a Bayesian specification procedure used to generate a vector autoregressive model for forecasting macroeconomic variables. The specification search is over parameters of a prior. This quasi-Bayesian approach is viewed as a flexible tool for constructing a filter which optimally extracts information about the future from a set of macroeconomic data. The procedure is applied to a set of data and a consistent improvement in forecasting performance is documented.
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Bibliographic InfoPaper provided by Federal Reserve Bank of Minneapolis in its series Staff Report with number 92.
Date of creation: 1984
Date of revision:
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- Chow, Gregory C & Lin, An-loh, 1971.
"Best Linear Unbiased Interpolation, Distribution, and Extrapolation of Time Series by Related Series,"
The Review of Economics and Statistics,
MIT Press, vol. 53(4), pages 372-75, November.
- Tom Doan, . "DISAGGREGATE: RATS procedure to implement general disaggregation (interpolation/distribution) procedure," Statistical Software Components RTS00050, Boston College Department of Economics.
- Tom Doan, . "CHOWLIN: RATS procedure to distribute a series to a higher frequency using related series," Statistical Software Components RTS00036, Boston College Department of Economics.
- Karine Bouthevillain, 1993. "La prévision macro-économique : précision relative et consensus," Économie et Prévision, Programme National Persée, vol. 108(2), pages 97-126.
- Ford, Stephen A., 1986. "A Beginner'S Guide To Vector Autoregression," Staff Papers 13527, University of Minnesota, Department of Applied Economics.
- William M. Lupoletti & Roy H. Webb, 1984. "Defining and improving the accuracy of macroeconomic forecasts : contributions from a VAR model," Working Paper 84-06, Federal Reserve Bank of Richmond.
- David Mortimer Krainz, 2011. "An Evaluation of the Forecasting Performance of Three Econometric Models for the Eurozone and the USA," WIFO Working Papers 399, WIFO.
- Francisco F. R. Ramos, 1996. "VAR Priors: Success or lack of a decent macroeconomic theory?," Econometrics 9601002, EconWPA.
- Pillai N., Vijayamohanan, 2008. "In Quest of Truth: The War of Methods in Economics," MPRA Paper 8866, University Library of Munich, Germany.
- Bennett T. McCallum, 1986. "Monetary vs. Fiscal Policy Effects: A Review of the Debate," NBER Working Papers 1556, National Bureau of Economic Research, Inc.
- Ford, Stephen A., 1986. "An Application Of Bayesian Vector Autoregression To The U.S. Turkey Market," Staff Papers 13982, University of Minnesota, Department of Applied Economics.
- Pentti Pikkarainen & Matti Virén, 1989. "Granger causality between money, output, prices and interest rates: Some cross-country evidence from the period 1875–1984," Review of World Economics (Weltwirtschaftliches Archiv), Springer, vol. 125(1), pages 74-82, March.
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