A More Timely and Useful Index of Leading Indicators
AbstractEffectively predicting cyclical movements in the economy is a major challenge. While there are other approaches to forecasting, the U.S. leading index has long been used to analyze and predict economic fluctuations. We describe and test a new procedure for making the index more timely. The new index significantly outperforms its less timely counterpart and offers substantial gains in real-time out-of-sample forecasts of changes in aggregate economic activity and industrial production. It provides timely and accurate ex-ante information for predicting, not only the business cycle turning points, but the monthly changes in the economy.
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Bibliographic InfoArticle provided by American Statistical Association in its journal Journal of Business and Economic Statistics.
Volume (Year): 25 (2007)
Issue (Month): (January)
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Web page: http://www.amstat.org/publications/jbes/index.cfm?fuseaction=main
Other versions of this item:
- Robert H. McGuckin & Ataman Ozyildirim & Victor Zarnowitz, 2003. "A More Timely and Useful Index of Leading Indicators," Economics Program Working Papers 03-01, The Conference Board, Economics Program.
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.:
- Gerhard Bry & Charlotte Boschan, 1971. "Cyclical Analysis of Time Series: Selected Procedures and Computer Programs," NBER Books, National Bureau of Economic Research, Inc, number bry_71-1, August.
- Bouwman, Kees E. & Jacobs, Jan P.A.M., 2005.
"Forecasting with real-time macroeconomic data: the ragged-edge problem and revisions,"
CCSO Working Papers
200505, University of Groningen, CCSO Centre for Economic Research.
- Bouwman, Kees E. & Jacobs, Jan P.A.M., 2011. "Forecasting with real-time macroeconomic data: The ragged-edge problem and revisions," Journal of Macroeconomics, Elsevier, vol. 33(4), pages 784-792.
- Robert H. McGuckin & Ataman Ozyildirim, 2003.
"Real-Time Tests of the Leading Economic Index: Do Changes in the Index Composition Matter?,"
Economics Program Working Papers
03-04, The Conference Board, Economics Program.
- Robert H. McGuckin & Ataman Ozyildirim, 2004. "Real-Time Tests of the Leading Economic Index: Do Changes in the Index Composition Matter?," Journal of Business Cycle Measurement and Analysis, OECD Publishing,CIRET, vol. 2004(2), pages 171-191.
- Henk C. Kranendonk & Jan Bonenkamp & Johan P. Verbruggen, 2004. "A Leading Indicator for the Dutch Economy – Methodological and Empirical Revision of the CPB System," CESifo Working Paper Series 1200, CESifo Group Munich.
- S. Boragan Aruoba & Francis X. Diebold & Chiara Scotti, 2008.
"Real-time measurement of business conditions,"
08-19, Federal Reserve Bank of Philadelphia.
- S. Boragan Aruoba & Francis X. Diebold & Chiara Scotti, 2008. "Real-Time Measurement of Business Conditions," NBER Working Papers 14349, National Bureau of Economic Research, Inc.
- S. Boragan Aruoba & Francis X. Diebold & Chiara Scotti, 2007. "Real-Time Measurement of Business Conditions," PIER Working Paper Archive 07-028, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania.
- Chiara Scotti & S.Boragan Aruoba & Francis X. Diebold & University of Maryland, 2006. "Real-Time Measurement of Business Conditions," Computing in Economics and Finance 2006 387, Society for Computational Economics.
- S. Boragan Aruoba & Francis X. Diebold & Chiara Scotti, 2007. "Real-time measurement of business conditions," International Finance Discussion Papers 901, Board of Governors of the Federal Reserve System (U.S.).
- Heij, Christiaan & van Dijk, Dick & Groenen, Patrick J.F., 2011.
"Real-time macroeconomic forecasting with leading indicators: An empirical comparison,"
International Journal of Forecasting,
Elsevier, vol. 27(2), pages 466-481.
- Heij, Christiaan & van Dijk, Dick & Groenen, Patrick J.F., 2011. "Real-time macroeconomic forecasting with leading indicators: An empirical comparison," International Journal of Forecasting, Elsevier, vol. 27(2), pages 466-481, April.
- Henk Kranendonk & Jan Bonenkamp & Johan Verbruggen, 2004. "A leading indicator for the Dutch economy; methodological and empirical revision of the CPB system," CPB Discussion Paper 32, CPB Netherlands Bureau for Economic Policy Analysis.
- Heij, C., 2007. "Improved forecasting with leading indicators: the principal covariate index," Econometric Institute Report EI 2007-23, Erasmus University Rotterdam, Econometric Institute.
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