This file is part of IDEAS , which uses RePEc data
[ Papers |
Articles |
Software |
Books |
Chapters |
Authors |
Institutions |
JEL Classification |
NEP reports |
Search |
New papers by email |
Author registration |
Rankings |
Volunteers |
FAQ |
Blog |
Help! ]
Forecasting world trade. Direct versus "bottom-up" approaches Author info | Abstract | Publisher info | Download info | Related research | Statistics Stéphane Dées () (European Central Bank, Kaiserstrasse 29, 60311 Frankfurt am Main, Germany. )
Matthias Burgert () (Humboldt University, Berlin and ENSAE. Address - ENSAE, 3, avenue Pierre Larousse, 92245 Malakoff Cedex, France. )
Additional information is available for the following
registered author(s):
In a globalised world economy, global factors have become increasingly important to explain trade-flows at the expense of country-specifc determinants. This paper shows empirically the superiority of direct forecasting methods, in which world trade is directly forecasted at the aggregate levels, relative to "bottom-up" approaches, where world trade results from an aggregation of country-specifc forecasts. Factor models in particular prove rather accurate, where the factors summarise large-scale datasets relevant in the determination of trade-flows. JEL Classification: C53, C32, E37, F17.
To download:
If you experience problems downloading a file, check if you have the
proper application to
view it first. Information about this may be contained
in the File-Format links below. 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.
Paper provided by European Central Bank in its series Working Paper Series with number
882.
Download reference. The following formats are available: HTML
(with abstract ),
plain text
(with abstract ),
BibTeX ,
RIS (EndNote, RefMan, ProCite),
ReDIF
Length: 38 pages
Date of creation: Mar 2008Date of revision:
Handle: RePEc:ecb:ecbwps:20080882Contact details of provider: Postal: Postfach 16 03 19, Frankfurt am Main, Germany Phone: +49 69 1344 0 Fax: +49 69 1344 6000 Web page: http://www.ecb.europa.eu/home/html/index.en.html More information through EDIRC
Order Information: Postal: Press and Information Division, European Central Bank, Kaiserstrasse 29, 60311 Frankfurt am Main, Germany Email:
For technical questions regarding this item, or to correct its listing, contact: (Official Publications).
Keywords: World trade ; Factor models ; Forecasts ; Time series models. ; Other versions of this item:
This paper has been announced in the following NEP Reports :
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.: McCracken, Michael W., 2007.
"Asymptotics for out of sample tests of Granger causality ,"
Journal of Econometrics ,
Elsevier, vol. 140(2), pages 719-752, October.
[Downloadable!] (restricted)
Nigel Pain & Annabelle Mourougane & Franck Sédillot & Laurence Le Fouler, 2005.
"The New OECD International Trade Model ,"
OECD Economics Department Working Papers
440, OECD, Economics Department.
[Downloadable!]
James H. Stock & Mark W. Watson, 1998.
"Diffusion Indexes ,"
NBER Working Papers
6702, National Bureau of Economic Research, Inc.
[Downloadable!] (restricted)
Stock J.H. & Watson M.W., 2002.
"Forecasting Using Principal Components From a Large Number of Predictors ,"
Journal of the American Statistical Association ,
American Statistical Association, vol. 97, pages 1167-1179, December.
[Downloadable!] (restricted)
Forni, Mario & Hallin, Marc & Lippi, Marco & Reichlin, Lucrezia, 2005.
"The Generalized Dynamic Factor Model: One-Sided Estimation and Forecasting ,"
Journal of the American Statistical Association ,
American Statistical Association, vol. 100, pages 830-840, September.
[Downloadable!] (restricted)
Other versions:
Mario Forni & Marc Hallin & Marco Lippi & Lucrezia Reichlin, 2003.
"The Generalized Dynamic Factor Model. One-Sided Estimation and Forecasting ,"
LEM Papers Series
2003/13, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
[Downloadable!] Forni M. & Hallin M., 2003.
"The Generalized Dynamic Factor Model: One-Sided Estimation and Forecasting ,"
Computing in Economics and Finance 2003
143, Society for Computational Economics.
Forni, Mario & Hallin, Marc & Lippi, Marco & Reichlin, Lucrezia, 2002.
"The Generalized Dynamic Factor Model: One-Sided Estimation and Forecasting ,"
CEPR Discussion Papers
3432, C.E.P.R. Discussion Papers.
[Downloadable!] (restricted) West, Kenneth D., 2006.
"Forecast Evaluation ,"
Handbook of Economic Forecasting ,
Elsevier.
[Downloadable!] (restricted)
Ing, Ching-Kang, 2003.
"Multistep Prediction In Autoregressive Processes ,"
Econometric Theory ,
Cambridge University Press, vol. 19(02), pages 254-279, April.
[Downloadable!]
Hendry, David F & Hubrich, Kirstin, 2006.
"Forecasting Economic Aggregates by Disaggregates ,"
CEPR Discussion Papers
5485, C.E.P.R. Discussion Papers.
[Downloadable!] (restricted)
Other versions: Mario Forni & Marc Hallin & Marco Lippi & Lucrezia Reichlin, 2000.
"The Generalized Dynamic-Factor Model: Identification And Estimation ,"
The Review of Economics and Statistics ,
MIT Press, vol. 82(4), pages 540-554, November.
[Downloadable!] (restricted)
Other versions: Marcellino, Massimiliano & Stock, James H. & Watson, Mark W., 2003.
"Macroeconomic forecasting in the Euro area: Country specific versus area-wide information ,"
European Economic Review ,
Elsevier, vol. 47(1), pages 1-18, February.
[Downloadable!] (restricted)
Other versions: George Kapetanios & Massimiliano Marcellino, 2003.
"A Comparison of Estimation Methods for Dynamic Factor Models of Large Dimensions ,"
Working Papers
489, Queen Mary, University of London, Department of Economics.
[Downloadable!]
Wim Suyker & Gerard van Welzenis, 2005.
"Explanatory note on the CPB world trade series ,"
CPB Memoranda
116, CPB Netherlands Bureau for Economic Policy Analysis.
[Downloadable!]
Stock, James H & Watson, Mark W, 2002.
"Macroeconomic Forecasting Using Diffusion Indexes ,"
Journal of Business & Economic Statistics ,
American Statistical Association, vol. 20(2), pages 147-62, April.
Marcellino, Massimiliano & Stock, James H & Watson, Mark W, 2005.
"A Comparison of Direct and Iterated Multistep AR Methods for Forecasting Macroeconomic Time Series ,"
CEPR Discussion Papers
4976, C.E.P.R. Discussion Papers.
[Downloadable!] (restricted)
Other versions:
Massimiliano Marcellino & James Stock & Mark Watson, 2005.
"A Comparison of Direct and Iterated Multistep AR Methods for Forecasting Macroeconomic Time Series ,"
Working Papers
285, IGIER (Innocenzo Gasparini Institute for Economic Research), Bocconi University.
[Downloadable!] Marcellino, Massimiliano & Stock, James H. & Watson, Mark W., 2006.
"A comparison of direct and iterated multistep AR methods for forecasting macroeconomic time series ,"
Journal of Econometrics ,
Elsevier, vol. 135(1-2), pages 499-526.
[Downloadable!] (restricted) 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.
Other versions:
Francis X. Diebold & Robert S. Mariano, 1994.
"Comparing Predictive Accuracy ,"
NBER Technical Working Papers
0169, National Bureau of Economic Research, Inc.
[Downloadable!] (restricted) 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.
Kwiatkowski, Denis & Phillips, Peter C. B. & Schmidt, Peter & Shin, Yongcheol, 1992.
"Testing the null hypothesis of stationarity against the alternative of a unit root : How sure are we that economic time series have a unit root? ,"
Journal of Econometrics ,
Elsevier, vol. 54(1-3), pages 159-178.
[Downloadable!] (restricted)
Other versions:
Denis Kwiatkowski & Peter C.B. Phillips & Peter Schmidt, 1991.
"Testing the Null Hypothesis of Stationarity Against the Alternative of a Unit Root: How Sure Are We That Economic Time Series Have a Unit Root? ,"
Cowles Foundation Discussion Papers
979, Cowles Foundation, Yale University.
[Downloadable!] Kwiatkowski, D. & Phillips, P.C.B. & Schmidt, P., 1990.
"Testing the Null Hypothesis of Stationarity Against the Alternative of Unit Root : How Sure are we that Economic Time Series have a Unit Root? ,"
Papers
8905, Michigan State - Econometrics and Economic Theory.
Full
references
Access and
download statistics Did you know? Citation analysis on IDEAS includes online papers that are freely accessible and whose text could be automatically analyzed, currently about 210000 papers.
This page was last updated on 2009-11-20.
This information is provided to you by IDEAS at the Department of Economics , College of Liberal Arts and Sciences , University of Connecticut using RePEc data on a server sponsored by the Society for Economic Dynamics .