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Predictive Ability of Competing Models for South Africa’s Fixed Business Non- Residential Investment Spending

  • Renee van Eyden

    ()

    (Department of Economics, University of Pretoria)

  • Goodness C. Aye

    ()

    (Department of Economics, University of Pretoria)

  • Rangan Gupta

    ()

    (Department of Economics, University of Pretoria)

The study evaluates the forecasting ability of models of South Africa’s real fixed business nonresidential investment spending growth over the recent 2003:1–2011:4 out-of-sample period. The forecasting models are based on the Accelerator, Neoclassical, Cash-Flow, Average Q, Stock Price and Excess Stock Return Predictors models of investment spending. The Average Q, Stock Price and Return Predictors models appear more important in forecasting the behaviour of South Africa’s business investment spending growth over the recent 2003:1–2011:4 out-of-sample period. The results from this study point to the important role of the stock market in promoting investment growth in South Africa, underscoring the need for stock market development. Also, stock market variables seem to play an increasingly important role in predicting investment spending behaviour in recent times.

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Paper provided by University of Pretoria, Department of Economics in its series Working Papers with number 201229.

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Length: 16 pages
Date of creation: Oct 2012
Date of revision:
Handle: RePEc:pre:wpaper:201229
Contact details of provider: Postal: PRETORIA, 0002
Phone: (+2712) 420 2413
Fax: (+2712) 362-5207
Web page: http://www.up.ac.za/economics

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  1. repec:att:wimass:9317 is not listed on IDEAS
  2. Jorgenson, Dale W, 1971. "Econometric Studies of Investment Behavior: A Survey," Journal of Economic Literature, American Economic Association, vol. 9(4), pages 1111-47, December.
  3. Robert S. Chirinko, 1992. "Business Fixed Investment Spending: A Critical survey of Modeling Strategies, Empirical Results, and Policy Implications," Working Papers 9213, Harris School of Public Policy Studies, University of Chicago.
  4. Barro, Robert J, 1990. "The Stock Market and Investment," Review of Financial Studies, Society for Financial Studies, vol. 3(1), pages 115-31.
  5. West, K.D. & Cho, D., 1993. "The Predictive Ability of Several Models of Exchange Rate Volatility," Working papers 9317r, Wisconsin Madison - Social Systems.
  6. Lettau, Martin & Ludvigson, Sydney, 2001. "Time-Varying Risk Premia and the Cost of Capital: An Alternative Implication of the Q Theory of Investment," CEPR Discussion Papers 3103, C.E.P.R. Discussion Papers.
  7. Tobin, James, 1969. "A General Equilibrium Approach to Monetary Theory," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 1(1), pages 15-29, February.
  8. Serena Ng & Pierre Perron, 1997. "Lag Length Selection and the Construction of Unit Root Tests with Good Size and Power," Boston College Working Papers in Economics 369, Boston College Department of Economics, revised 01 Sep 2000.
  9. Chirinko, Robert S, 1993. "Business Fixed Investment Spending: Modeling Strategies, Empirical Results, and Policy Implications," Journal of Economic Literature, American Economic Association, vol. 31(4), pages 1875-1911, December.
  10. Harvey, David I & Leybourne, Stephen J & Newbold, Paul, 1998. "Tests for Forecast Encompassing," Journal of Business & Economic Statistics, American Statistical Association, vol. 16(2), pages 254-59, April.
  11. repec:att:wimass:9710 is not listed on IDEAS
  12. Kenneth D. West, 1994. "Asymptotic Inference About Predictive Ability," Macroeconomics 9410002, EconWPA.
  13. Francis X. Diebold & Robert S. Mariano, 1994. "Comparing Predictive Accuracy," NBER Technical Working Papers 0169, National Bureau of Economic Research, Inc.
  14. Oliner, Stephen & Rudebusch, Glenn & Sichel, Daniel, 1995. "New and Old Models of Business Investment: A Comparison of Forecasting Performance," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 27(3), pages 806-26, August.
  15. David Harvey & Paul Newbold, 2000. "Tests for multiple forecast encompassing," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 15(5), pages 471-482.
  16. West, Kenneth D & McCracken, Michael W, 1998. "Regression-Based Tests of Predictive Ability," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 39(4), pages 817-40, November.
  17. Whitney K. Newey & Kenneth D. West, 1986. "A Simple, Positive Semi-Definite, Heteroskedasticity and AutocorrelationConsistent Covariance Matrix," NBER Technical Working Papers 0055, National Bureau of Economic Research, Inc.
  18. BAI, Jushan & PERRON, Pierre, 1998. "Computation and Analysis of Multiple Structural-Change Models," Cahiers de recherche 9807, Universite de Montreal, Departement de sciences economiques.
  19. Tevlin, Stacey & Whelan, Karl, 2003. " Explaining the Investment Boom of the 1990s," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 35(1), pages 1-22, February.
  20. Bernanke, Ben & Bohn, Henning & Reiss, Peter C., 1988. "Alternative non-nested specification tests of time-series investment models," Journal of Econometrics, Elsevier, vol. 37(3), pages 293-326, March.
  21. Harvey, David & Leybourne, Stephen & Newbold, Paul, 1997. "Testing the equality of prediction mean squared errors," International Journal of Forecasting, Elsevier, vol. 13(2), pages 281-291, June.
  22. Peter K. Clark, 1979. "Investment in the 1970s: Theory, Performance, and Prediction," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 10(1), pages 73-124.
  23. Blanchard, Olivier & Rhee, Changyong & Summers, Lawrence, 1993. "The Stock Market, Profit, and Investment," The Quarterly Journal of Economics, MIT Press, vol. 108(1), pages 115-36, February.
  24. Charles W. Bischoff, 1971. "Business Investment in the 1970s: A Comparison of Models," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 2(1), pages 13-64.
  25. West, Kenneth D, 2001. "Tests for Forecast Encompassing When Forecasts Depend on Estimated Regression Parameters," Journal of Business & Economic Statistics, American Statistical Association, vol. 19(1), pages 29-33, January.
  26. Mc Cracken, Michael W., 2000. "Robust out-of-sample inference," Journal of Econometrics, Elsevier, vol. 99(2), pages 195-223, December.
  27. Mirakhor, Abbas, 1996. "Cost Of Capital And Investment In A Non-Interest Economy," Journal of Islamic Economic Studies, The Islamic Research and Training Institute (IRTI), vol. 4, pages 35-47.
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