A New Look at China’s Output Fluctuations: Quarterly GDP Estimation with an Unobserved Components Approach
AbstractThis paper provides quarterly real GDP estimates for China from 1978q1-1991q4 using an unobserved component approach. The approach imposes fewer prior restrictions on related series and is more flexible than other disaggregation methods. The multivariate unobserved components model with total trade and domestic credit as related series is selected as the best fit model for temporal disaggregation of China’s real GDP. The estimated quarterly real GDP data are then evaluated with univariate and multivariate time series analysis techniques. The constructed quarterly data are shown of good quality and provide valuable information for the analyses of China’s macroeconomic fluctuations during the period.
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 The George Washington University, Department of Economics, Research Program on Forecasting in its series Working Papers with number 2011-006.
Length: 87 pages
Date of creation: Dec 2011
Date of revision:
Contact details of provider:
Postal: Monroe Hall #340, 2115 G Street, NW, Washington, DC 20052
Phone: (202) 994-6150
Fax: (202) 994-6147
Web page: http://www.gwu.edu/~forcpgm
More information through EDIRC
Business cycle; economic growth; temporal disaggregation unobserved components; China;
Find related papers by JEL classification:
- E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
- C53 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Forecasting and Prediction Models; Simulation Methods
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.:
- Stephane Dees & Filippo di Mauro & M. Hashem Pesaran & L. Vanessa Smith, 2004.
"Exploring the International Linkages of the Euro Area: A Global VAR Analysis,"
IEPR Working Papers
04.6, Institute of Economic Policy Research (IEPR).
- Filippo di Mauro & L. Vanessa Smith & Stephane Dees & M. Hashem Pesaran, 2007. "Exploring the international linkages of the euro area: a global VAR analysis," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(1), pages 1-38.
- Stephane Dees & Filippo di Mauro & M. Hashem Pesaran & L. Vanessa Smith, 2006. "Exploring the International Linkages of the Euro Area: a Global VAR Analysis," Computing in Economics and Finance 2006 47, Society for Computational Economics.
- Dées, Stéphane & di Mauro, Filippo & Pesaran, Hashem & Smith, Vanessa, 2005. "Exploring the international linkages of the euro area: a global VAR analysis," Working Paper Series 0568, European Central Bank.
- Stephane Dees & Filippo di Mauro & M. Hashem Pesaran & L. Vanessa Smith, 2005. "Exploring the International Linkages of the Euro Area: a Global VAR Analysis," CESifo Working Paper Series 1425, CESifo Group Munich.
- Dees, S. & di Mauro, F. & Pesaran, M.H. & Smith, L.V., 2005. "Exploring the International Linkages of the Euro Area: a Global VAR Analysis," Cambridge Working Papers in Economics 0518, Faculty of Economics, University of Cambridge.
- Holz, Carsten A., 2004. "Deconstructing China's GDP statistics," China Economic Review, Elsevier, vol. 15(2), pages 164-202.
- Victor Zarnowitz & Ataman Ozyildirim, 2001.
"Time Series Decomposition and Measurement of Business Cycles, Trends and Growth Cycles,"
Economics Program Working Papers
01-03, The Conference Board, Economics Program.
- Zarnowitz, Victor & Ozyildirim, Ataman, 2006. "Time series decomposition and measurement of business cycles, trends and growth cycles," Journal of Monetary Economics, Elsevier, vol. 53(7), pages 1717-1739, October.
- Victor Zarnowitz & Ataman Ozyildirim, 2002. "Time Series Decomposition and Measurement of Business Cycles, Trends and Growth Cycles," NBER Working Papers 8736, National Bureau of Economic Research, Inc.
- Christian J. Murray, 2003. "Cyclical Properties of Baxter-King Filtered Time Series," The Review of Economics and Statistics, MIT Press, vol. 85(2), pages 472-476, May.
- Clark, Peter K, 1987. "The Cyclical Component of U.S. Economic Activity," The Quarterly Journal of Economics, MIT Press, vol. 102(4), pages 797-814, November.
- Bayoumi, Tamim & Eichengreen, Barry, 1992. "Shocking Aspects of Monetary Unification," Department of Economics, Working Paper Series qt791143kp, Department of Economics, Institute for Business and Economic Research, UC Berkeley.
- Scheibe, Jörg & Vines, David, 2005. "A Phillips Curve for China," CEPR Discussion Papers 4957, C.E.P.R. Discussion Papers.
- Tilak Abeysinghe & Gulasekaran Rajaguru, 2003.
"Quarterly Real GDP Estimates for China and ASEAN4 with a Forecast Evaluation,"
Departmental Working Papers
wp0404, National University of Singapore, Department of Economics.
- Gulasekaran Rajaguru & Tilak Abeysinghe, 2004. "Quarterly real GDP estimates for China and ASEAN4 with a forecast evaluation," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 23(6), pages 431-447.
- Carsten A. Holz, 2006. "CHINA's REFORM PERIOD ECONOMIC GROWTH: HOW RELIABLE ARE ANGUS MADDISON's ESTIMATES?," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 52(1), pages 85-119, 03.
- Santos Silva, J. M. C. & Cardoso, F. N., 2001. "The Chow-Lin method using dynamic models," Economic Modelling, Elsevier, vol. 18(2), pages 269-280, April.
- Laurenceson, James & Rodgers, Danielle, 2010. "China's macroeconomic volatility -- How important is the business cycle?," China Economic Review, Elsevier, vol. 21(2), pages 324-333, June.
- Cogley, Timothy & Nason, James M., 1995.
"Effects of the Hodrick-Prescott filter on trend and difference stationary time series Implications for business cycle research,"
Journal of Economic Dynamics and Control,
Elsevier, vol. 19(1-2), pages 253-278.
- Timothy Cogley & James M. Nason, 1993. "Effects of the Hodrick-Prescott filter on trend and difference stationary time series: implications for business cycle research," Working Papers in Applied Economic Theory 93-01, Federal Reserve Bank of San Francisco.
- Julia Bersch & Tara M. Sinclair, 2011. "Mongolia: Measuring the Output Gap," IMF Working Papers 11/79, International Monetary Fund.
- Tamim Bayoumi and Barry Eichengreen., 1992.
"Shocking Aspects of European Monetary Unification,"
Economics Working Papers
92-187, University of California at Berkeley.
- Bayoumi, Tamim & Eichengreen, Barry, 1992. "Shocking Aspects of European Monetary Unification," CEPR Discussion Papers 643, C.E.P.R. Discussion Papers.
- Tamim Bayoumi & Barry Eichengreen, 1992. "Shocking Aspects of European Monetary Unification," NBER Working Papers 3949, National Bureau of Economic Research, Inc.
- Filippo Moauro & Giovanni Savio, 2005. "Temporal disaggregation using multivariate structural time series models," Econometrics Journal, Royal Economic Society, vol. 8(2), pages 214-234, 07.
- James Morley & Jeremy Piger, 2012. "The Asymmetric Business Cycle," The Review of Economics and Statistics, MIT Press, vol. 94(1), pages 208-221, February.
- Nicolas A. Cuche & Martin K. Hess, 1999. "Estimating Monthly GDP In A General Kalman Filter Framework: Evidence From Switzerland," Working Papers 99.02, Swiss National Bank, Study Center Gerzensee.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Tara M. Sinclair).
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.