Industrial production, volatility, and the supply chain
AbstractThe issue of production volatility is important to firms interested in managing their supply chain. This paper empirically estimates the volatility of industrial production using the GARCH and EGARCH time series models. Three questions are addressed: Can volatility be predicted? Is the effect of unexpected changes in production on volatility asymmetric? And, how persistent is volatility following a production disturbance? The results indicate that production volatility is time varying and can be predicted in the majority of cases examined, and that overestimates of production lead to greater increases in volatility than do underestimates.
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Bibliographic InfoArticle provided by Elsevier in its journal International Journal of Production Economics.
Volume (Year): 115 (2008)
Issue (Month): 2 (October)
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Web page: http://www.elsevier.com/locate/ijpe
Supply chain Production volatility GARCH models;
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- Bernanke, Ben S, 1983.
"Irreversibility, Uncertainty, and Cyclical Investment,"
The Quarterly Journal of Economics,
MIT Press, vol. 98(1), pages 85-106, February.
- Ben S. Bernanke, 1980. "Irreversibility, Uncertainty, and Cyclical Investment," NBER Working Papers 0502, National Bureau of Economic Research, Inc.
- Kevin B. Grier & Mark J. Perry, 2000. "The effects of real and nominal uncertainty on inflation and output growth: some garch-m evidence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 15(1), pages 45-58.
- Margaret McConnell & Gabriel Perez Quiros, 2000.
"Output fluctuations in the United States: what has changed since the early 1980s?,"
Federal Reserve Bank of San Francisco, issue Mar.
- Gabriel Perez-Quiros & Margaret M. McConnell, 2000. "Output Fluctuations in the United States: What Has Changed since the Early 1980's?," American Economic Review, American Economic Association, vol. 90(5), pages 1464-1476, December.
- Margaret M. McConnell & Gabriel Perez Quiros, 1998. "Output fluctuations in the United States: what has changed since the early 1980s?," Staff Reports 41, Federal Reserve Bank of New York.
- Margaret M. McConnell & Gabriel Perez Quiros, 1997. "Output fluctuations in the United States: what has changed since the early 1980s?," Research Paper 9735, Federal Reserve Bank of New York.
- Pindyck, Robert S, 1991.
"Irreversibility, Uncertainty, and Investment,"
Journal of Economic Literature,
American Economic Association, vol. 29(3), pages 1110-48, September.
- Pindyck, Robert S., 1990. "Irreversibility, uncertainty, and investment," Working papers 3137-90., Massachusetts Institute of Technology (MIT), Sloan School of Management.
- Robert S. Pindyck, 1990. "Irreversibility, Uncertainty, and Investment," NBER Working Papers 3307, National Bureau of Economic Research, Inc.
- Pindyck, Robert, 1989. "Irreversibility, uncertainty, and investment," Policy Research Working Paper Series 294, The World Bank.
- Ridder, A.A.N. & Laan, E. van der & Salomon, M., 1997. "How Larger Demand Variability may Lead to Lower Costs in the Newsvendor Problem," Discussion Paper 1997-31, Tilburg University, Center for Economic Research.
- Olivier Blanchard & John Simon, 2001. "The Long and Large Decline in U.S. Output Volatility," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 32(1), pages 135-174.
- Brailsford, Timothy J. & Faff, Robert W., 1996. "An evaluation of volatility forecasting techniques," Journal of Banking & Finance, Elsevier, vol. 20(3), pages 419-438, April.
- Stilianos Fountas & Menelaos Karanasos & Alfonso Mendoza, 2004. "Output Variability and Economic Growth: the Japanese Case," Bulletin of Economic Research, Wiley Blackwell, vol. 56(4), pages 353-363, October.
- Fountas, Stilianos & Karanasos, Menelaos, 2006. "The relationship between economic growth and real uncertainty in the G3," Economic Modelling, Elsevier, vol. 23(4), pages 638-647, July.
- Thomas F Siems, 2005. "Who Supplied My Cheese? Supply Chain Management in the Global Economy," Business Economics, Palgrave Macmillan, vol. 40(4), pages 6-21, October.
- Caporale, Tony & McKiernan, Barbara, 1996. "The Relationship between Output Variability and Growth: Evidence from Post War UK Data," Scottish Journal of Political Economy, Scottish Economic Society, vol. 43(2), pages 229-36, May.
- Covarrubias, Guillermo & Ewing, Bradley T. & Hein, Scott E. & Thompson, Mark A., 2006. "Modeling volatility changes in the 10-year Treasury," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 369(2), pages 737-744.
- Tim Bollerslev, 1986.
"Generalized autoregressive conditional heteroskedasticity,"
EERI Research Paper Series
EERI RP 1986/01, Economics and Econometrics Research Institute (EERI), Brussels.
- Bollerslev, Tim, 1986. "Generalized autoregressive conditional heteroskedasticity," Journal of Econometrics, Elsevier, vol. 31(3), pages 307-327, April.
- WenSho Fang & Stephen M. Miller, 2007.
"The Great Moderation and the Relationship between Output Growth and Its Volatility,"
2007-04, University of Connecticut, Department of Economics.
- Wen-Shwo Fang & Stephen M. Miller, 2008. "The Great Moderation and The Relationship between Output Growth and Its Volatility," Southern Economic Journal, Southern Economic Association, vol. 74(3), pages 819-838, January.
- Speight, Alan E H, 1999. "UK Output Variability and Growth: Some Further Evidence," Scottish Journal of Political Economy, Scottish Economic Society, vol. 46(2), pages 175-84, May.
- Kahn, James A, 1987. "Inventories and the Volatility of Production," American Economic Review, American Economic Association, vol. 77(4), pages 667-79, September.
- Dekker, Mark & van Donselaar, Karel & Ouwehand, Pim, 2004. "How to use aggregation and combined forecasting to improve seasonal demand forecasts," International Journal of Production Economics, Elsevier, vol. 90(2), pages 151-167, July.
- David Mcmillan & Alan Speight, 1998. "Asymmetric volatility in industrial production: some international evidence," Applied Economics Letters, Taylor & Francis Journals, vol. 5(6), pages 375-381.
- Engle, Robert F, 1982. "Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflation," Econometrica, Econometric Society, vol. 50(4), pages 987-1007, July.
- Irvine, F. Owen & Schuh, Scott, 2005. "Inventory investment and output volatility," International Journal of Production Economics, Elsevier, vol. 93(1), pages 75-86, January.
- Chandra, Charu & Grabis, Janis, 2005. "Application of multi-steps forecasting for restraining the bullwhip effect and improving inventory performance under autoregressive demand," European Journal of Operational Research, Elsevier, vol. 166(2), pages 337-350, October.
- Martin, Philippe & Rogers, Carol Ann, 1995.
"Long-Term Growth and Short-Term Economic Instability,"
CEPR Discussion Papers
1281, C.E.P.R. Discussion Papers.
- Martin, Philippe & Ann Rogers, Carol, 2000. "Long-term growth and short-term economic instability," European Economic Review, Elsevier, vol. 44(2), pages 359-381, February.
- Stadtler, Hartmut, 2005. "Supply chain management and advanced planning--basics, overview and challenges," European Journal of Operational Research, Elsevier, vol. 163(3), pages 575-588, June.
- Sandmo, Agnar, 1970. "The Effect of Uncertainty on Saving Decisions," Review of Economic Studies, Wiley Blackwell, vol. 37(3), pages 353-60, July.
- Gérard P. Cachon, 1999. "Managing Supply Chain Demand Variability with Scheduled Ordering Policies," Management Science, INFORMS, vol. 45(6), pages 843-856, June.
- Phelps, Edmund S, 1969. "The New Microeconomics in Inflation and Employment Theory," American Economic Review, American Economic Association, vol. 59(2), pages 147-60, May.
- Charles S. Bos & Siem Jan Koopman, 2010. "Models with Time-varying Mean and Variance: A Robust Analysis of U.S. Industrial Production," Tinbergen Institute Discussion Papers 10-017/4, Tinbergen Institute.
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