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8 - Model misspecification

Tobin's q and investment in the USA

Published online by Cambridge University Press:  05 June 2014

Michelle C. Baddeley
Affiliation:
University of Cambridge
Diana V. Barrowclough
Affiliation:
United Nations Conference on Trade and Development (UNCTAD), Geneva
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Summary

Economic issues include:

  • Tobin's q theory

  • The Efficient Markets Hypothesis

  • Psychology, behavioural economics and neuroeconomics

Econometric issues include:

  • Identifying correct functional form

  • Model misspecification errors

  • Ramsey's RESET tests for model misspecfication

Data issues include:

  • Measuring stock market value

  • Measurement error

The issue

In this chapter, stock market valuation methods of investment appraisal are introduced and applied to US fixed asset investment data. In a simple world, business entrepreneurs use two factors of production when they are producing their goods and services: capital and labour. Fixed asset investment is about the first. As businesses invest in new plant, machinery and equipment they generate a flow of new capital goods into the stock of capital. This capital stock (when combined with labour inputs) will determine the future productive capacity both of the firm at a microeconomic level and of the macro-economy as a whole.

Some early investment theories focused on investment as the outcome of firms balancing the marginal benefits and marginal costs of buying units of new capital but these theories could not easily explain the timing of investment decisions. Also, they neglected the role of expectations and uncertainty. This was an important omission because investment is all about planning for the future: expectations and uncertainty have crucial impacts on entrepreneurial decision-making. The problem is that expectations are not observable and so one solution is to use stock market data on market capitalisations to capture investors' expectations about the future, as explained below.

Type
Chapter
Information
Running Regressions
A Practical Guide to Quantitative Research in Economics, Finance and Development Studies
, pp. 178 - 198
Publisher: Cambridge University Press
Print publication year: 2009

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References

Baddeley, M. C. (2003) Investment: Theories and Analysis, London: Palgrave Macmillan.CrossRefGoogle Scholar
Keynes, J. M. (1936) The General Theory of Employment, Interest and Money, London: Macmillan.Google Scholar
,NYSE (2006) A Guide to the NYSE Market Place, New York: New York Stock Exchange.Google Scholar
Shiller, R. (2001) Irrational Exuberance, Princeton: Princeton University Press.Google Scholar
Shleifer, A. (2000) Inefficient Markets: An Introduction to Behavioral Finance, Oxford: Oxford University Press.CrossRefGoogle Scholar
Smithers, A. S. and Wright, S. (2000) Valuing Wall Street, New York: McGraw Hill.Google Scholar
Wooldridge, J. M. (2003) Introductory Econometrics – A Modern Approach (2nd edition), Thomson South-Western. See Chapter 9 on model misspecification and measurement error; see Chapter 15 for corrective procedures including instrumental variable (IV) estimation.
Camerer, C. F., Loewenstein, G. and Prelec, D. (2005) ‘Neuroeconomics: how neuroscience can inform economics’, Journal of Economic Literature, vol. 43 no. 1, 9–64.CrossRefGoogle Scholar
Hayashi, F. (1982) ‘Tobin's marginal q and average q: a neoclassical interpretation’, Econometrica, vol. 50, no. 1, 213–24.CrossRefGoogle Scholar
Hirschleifer, D. and Shumway, T. (2003) ‘Good day sunshine: stock returns and the weather’, Journal of Finance, vol. LVIII, no. 3, 1009–32.CrossRefGoogle Scholar
Jorgenson, D. W. (1963) ‘Capital theory and investment behaviour’, American Economic Review, vol. 53, no. 2, 247–59.Google Scholar
Kamstra, M. J., Kramer, L. A. and Levi, M. D. (2003) ‘Winter blues: a SAD stock market cycle’, American Economic Review, vol. 93, no. 1, 324–43.CrossRefGoogle Scholar
Muth, J. F. (1961) ‘Rational expectations and the theory of price movements’, Econometrica, vol. 29, no. 3, 315–55.CrossRefGoogle Scholar
Bond, S., Klemm, A., Newton-Smith, R., Syed, M. and Vlieghe, G. (2004) ‘The roles of profitability, Tobin's Q and cash flow in econometric models of company investment’, Bank of England Working Paper No. 222, London: Bank of England.Google Scholar
,The Economist (2005) ‘Weather risk: natural hedge’, 1 October 2005, p. 84.
Baddeley, M. C. (2003) Investment: Theories and Analysis, London: Palgrave Macmillan.CrossRefGoogle Scholar
Keynes, J. M. (1936) The General Theory of Employment, Interest and Money, London: Macmillan.Google Scholar
,NYSE (2006) A Guide to the NYSE Market Place, New York: New York Stock Exchange.Google Scholar
Shiller, R. (2001) Irrational Exuberance, Princeton: Princeton University Press.Google Scholar
Shleifer, A. (2000) Inefficient Markets: An Introduction to Behavioral Finance, Oxford: Oxford University Press.CrossRefGoogle Scholar
Smithers, A. S. and Wright, S. (2000) Valuing Wall Street, New York: McGraw Hill.Google Scholar
Wooldridge, J. M. (2003) Introductory Econometrics – A Modern Approach (2nd edition), Thomson South-Western. See Chapter 9 on model misspecification and measurement error; see Chapter 15 for corrective procedures including instrumental variable (IV) estimation.
Camerer, C. F., Loewenstein, G. and Prelec, D. (2005) ‘Neuroeconomics: how neuroscience can inform economics’, Journal of Economic Literature, vol. 43 no. 1, 9–64.CrossRefGoogle Scholar
Hayashi, F. (1982) ‘Tobin's marginal q and average q: a neoclassical interpretation’, Econometrica, vol. 50, no. 1, 213–24.CrossRefGoogle Scholar
Hirschleifer, D. and Shumway, T. (2003) ‘Good day sunshine: stock returns and the weather’, Journal of Finance, vol. LVIII, no. 3, 1009–32.CrossRefGoogle Scholar
Jorgenson, D. W. (1963) ‘Capital theory and investment behaviour’, American Economic Review, vol. 53, no. 2, 247–59.Google Scholar
Kamstra, M. J., Kramer, L. A. and Levi, M. D. (2003) ‘Winter blues: a SAD stock market cycle’, American Economic Review, vol. 93, no. 1, 324–43.CrossRefGoogle Scholar
Muth, J. F. (1961) ‘Rational expectations and the theory of price movements’, Econometrica, vol. 29, no. 3, 315–55.CrossRefGoogle Scholar
Bond, S., Klemm, A., Newton-Smith, R., Syed, M. and Vlieghe, G. (2004) ‘The roles of profitability, Tobin's Q and cash flow in econometric models of company investment’, Bank of England Working Paper No. 222, London: Bank of England.Google Scholar
,The Economist (2005) ‘Weather risk: natural hedge’, 1 October 2005, p. 84.

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