A common model approach to macroeconomics: using panel data to reduce sampling error
AbstractIs there a common model inherent in macroeconomic data? Macroeconomic theory suggests that market economies of various nations should share many similar dynamic patterns; as a result, individual-country empirical models, for a wide variety of countries often include the same variables. Yet, empirical studies often find important roles for idiosyncratic shocks in the differing macroeconomic performance of countries. We use forecasting criteria to examine the macro-dynamic behavior of 15 OECD countries in terms of a small set of familiar, widely–used core economic variables, omitting country-specific shocks. We find this small set of variables and a simple VAR “common model” strongly supports the hypothesis that many industrialized nations have similar macroeconomic dynamics.
Download InfoIf 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.
Bibliographic InfoPaper provided by Federal Reserve Bank of St. Louis in its series Working Papers with number 2003-045.
Date of creation: 2004
Date of revision:
Publication status: Published in Journal of Forecasting, April 2005, 24(3), pp. 203-19
Other versions of this item:
- William T. Gavin & Athena T. Theodorou, 2005. "A common model approach to macroeconomics: using panel data to reduce sampling error," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 24(3), pages 203-219.
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.:
- Canova, Fabio & Ciccarelli, Matteo, 2004.
"Forecasting and turning point predictions in a Bayesian panel VAR model,"
Journal of Econometrics,
Elsevier, vol. 120(2), pages 327-359, June.
- Canova, Fabio & Ciccarelli, Matteo, 2001. "Forecasting and Turning Point Predictions in a Bayesian Panel VAR Model," CEPR Discussion Papers 2961, C.E.P.R. Discussion Papers.
- Fabio Canova & Matteo Ciccarelli, 2000. "Forecasting And Turning Point Predictions In A Bayesian Panel Var Model," Working Papers. Serie AD 2000-05, Instituto Valenciano de Investigaciones Económicas, S.A. (Ivie).
- Fabio Canova & Matteo Ciccarelli, 1999. "Forecasting and turning point predictions in a Bayesian panel VAR model," Economics Working Papers 443, Department of Economics and Business, Universitat Pompeu Fabra.
- Sims, Christopher A, 1980. "Macroeconomics and Reality," Econometrica, Econometric Society, vol. 48(1), pages 1-48, January.
- Thomas Doan & Robert B. Litterman & Christopher A. Sims, 1986.
"Forecasting and conditional projection using realistic prior distribution,"
93, Federal Reserve Bank of Minneapolis.
- Thomas Doan & Robert B. Litterman & Christopher A. Sims, 1983. "Forecasting and Conditional Projection Using Realistic Prior Distributions," NBER Working Papers 1202, National Bureau of Economic Research, Inc.
- Fiorito, Riccardo & Kollintzas, Tryphon, 1992.
"Stylized Facts of Business Cycles in the G7 from a Real Business Cycles Perspective,"
CEPR Discussion Papers
681, C.E.P.R. Discussion Papers.
- Fiorito, Riccardo & Kollintzas, Tryphon, 1994. "Stylized facts of business cycles in the G7 from a real business cycles perspective," European Economic Review, Elsevier, vol. 38(2), pages 235-269, February.
- Canova, Fabio, 2002.
"G-7 Inflation Forecasts,"
CEPR Discussion Papers
3283, C.E.P.R. Discussion Papers.
- Lawrence J. Christiano & Martin Eichenbaum & Charles L. Evans, 1998.
"Monetary Policy Shocks: What Have We Learned and to What End?,"
NBER Working Papers
6400, National Bureau of Economic Research, Inc.
- Christiano, Lawrence J. & Eichenbaum, Martin & Evans, Charles L., 1999. "Monetary policy shocks: What have we learned and to what end?," Handbook of Macroeconomics, in: J. B. Taylor & M. Woodford (ed.), Handbook of Macroeconomics, edition 1, volume 1, chapter 2, pages 65-148 Elsevier.
- Lawrence J. Christiano & Martin Eichenbaum & Charles L. Evans, 1997. "Monetary policy shocks: what have we learned and to what end?," Working Paper Series, Macroeconomic Issues WP-97-18, Federal Reserve Bank of Chicago.
- James H. Stock & Mark W. Watson, 2001.
"Forecasting output and inflation: the role of asset prices,"
Federal Reserve Bank of San Francisco, issue Mar.
- James H. Stock & Mark W.Watson, 2003. "Forecasting Output and Inflation: The Role of Asset Prices," Journal of Economic Literature, American Economic Association, vol. 41(3), pages 788-829, September.
- James H. Stock & Mark W. Watson, 2001. "Forecasting Output and Inflation: The Role of Asset Prices," NBER Working Papers 8180, National Bureau of Economic Research, Inc.
- Thursby, Jerry G., 1987. "OLS or GLS in the presence of specification error? : An expected loss approach," Journal of Econometrics, Elsevier, vol. 35(2-3), pages 359-374, July.
- 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.
- Tom Doan, . "DMARIANO: RATS procedure to compute Diebold-Mariano Forecast Comparison Test," Statistical Software Components RTS00055, Boston College Department of Economics.
- Francis X. Diebold & Robert S. Mariano, 1994. "Comparing Predictive Accuracy," NBER Technical Working Papers 0169, National Bureau of Economic Research, Inc.
- Michael D. Bordo & John Landon Lane & Angela Redish, 2004. "Good versus Bad Deflation: Lessons from the Gold Standard Era," NBER Working Papers 10329, National Bureau of Economic Research, Inc.
- Tuomas A. Peltonen & Ricardo M. Sousa & Isabel S. Vansteenkiste, 2009.
"Fundamentals, Financial Factors and The Dynamics of Investment in Emerging Markets,"
NIPE Working Papers
19/2009, NIPE - Universidade do Minho.
- Tuomas A. Peltonen & Ricardo M. Sousa & Isabel S. Vansteenkiste, 2011. "Fundamentals, Financial Factors, and the Dynamics of Investment in Emerging Markets," Emerging Markets Finance and Trade, M.E. Sharpe, Inc., vol. 47(0), pages 88-105, May.
- Luca Agnello & Ricardo M. Sousa, 2010.
"Fiscal Policy and Asset Prices,"
NIPE Working Papers
25/2010, NIPE - Universidade do Minho.
- Galvao Jr., Antonio F., 2011. "Quantile regression for dynamic panel data with fixed effects," Journal of Econometrics, Elsevier, vol. 164(1), pages 142-157, September.
- Leonardo Gambacorta & Boris Hofmann & Gert Peersman, 2012.
"The Effectiveness of Unconventional Monetary Policy at the Zero Lower Bound: A Cross-Country Analysis,"
BIS Working Papers
384, Bank for International Settlements.
- L. Gambacorta & B. Hofmann & G. Peersman, 2011. "The Effectiveness of Unconventional Monetary Policy at the Zero Lower Bound: A Cross-Country Analysis," Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium 11/765, Ghent University, Faculty of Economics and Business Administration.
- Baltagi, Badi H., 2006.
"Forecasting with panel data,"
Discussion Paper Series 1: Economic Studies
2006,25, Deutsche Bundesbank, Research Centre.
- Gert Peersman, 2012. "Effectiveness of Unconventional Monetary Policy at the Zero Lower Bound," 2012 Meeting Papers 400, Society for Economic Dynamics.
- William T. Gavin & David M. Kemme, 2007.
"Using extraneous information to analyze monetary policy in transition economies,"
2004-034, Federal Reserve Bank of St. Louis.
- Gavin, William T. & Kemme, David M., 2009. "Using extraneous information to analyze monetary policy in transition economies," Journal of International Money and Finance, Elsevier, vol. 28(5), pages 868-879, September.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Diane Rosenberger).
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.