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Functional Form in Regression Models of Tobin's q

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  • Hirsch, Barry T
  • Seaks, Terry G

Abstract

The Box-Cox transformation is used to compare alternative functional forms of market value equations. Based on evidence from a panel of 480 publicly-traded U.S. manufacturing companies and two additional data sets used previously in the literature, the semilog form of a Tobin's q equation is found to be strongly preferred to the commonly estimated linear form. The authors provide illustrations in which inferences can be affected by the choice of functional form. Copyright 1993 by MIT Press.

Suggested Citation

  • Hirsch, Barry T & Seaks, Terry G, 1993. "Functional Form in Regression Models of Tobin's q," The Review of Economics and Statistics, MIT Press, vol. 75(2), pages 381-385, May.
    • Handle: RePEc:tpr:restat:v:75:y:1993:i:2:p:381-85
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    1. Gupta, Kartick & Banerjee, Rajabrata & Onur, Ilke, 2017. "The effects of R&D and competition on firm value: International evidence," International Review of Economics & Finance, Elsevier, vol. 51(C), pages 391-404.
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    3. Banerjee, Rajabrata & Gupta, Kartick, 2017. "The effects of environmental sustainability and R&D on corporate risk-taking: International evidence," Energy Economics, Elsevier, vol. 65(C), pages 1-15.
    4. Iwata, Hiroki & Okada, Keisuke, 2011. "How does environmental performance affect financial performance? Evidence from Japanese manufacturing firms," Ecological Economics, Elsevier, vol. 70(9), pages 1691-1700, July.
    5. Kenneth A. Younge & Matt Marx, 2016. "The Value of Employee Retention: Evidence From a Natural Experiment," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 25(3), pages 652-677, September.
    6. Carlos D.Ramírez & Ling Hui Tan, 2004. "Singapore Inc. versus the Private Sector: Are Government-Linked Companies Different?," IMF Staff Papers, Palgrave Macmillan, vol. 51(3), pages 510-528, November.
    7. Bai, Min & Cai, Jifu & Qin, Yafeng, 2021. "Ownership discrimination and private firms financing in China," Research in International Business and Finance, Elsevier, vol. 57(C).
    8. Jaeho Choi & Anoop Menon & Haris Tabakovic, 2021. "Using machine learning to revisit the diversification–performance relationship," Strategic Management Journal, Wiley Blackwell, vol. 42(9), pages 1632-1661, September.
    9. Shameek Konar & Mark A. Cohen, 2001. "Does The Market Value Environmental Performance?," The Review of Economics and Statistics, MIT Press, vol. 83(2), pages 281-289, May.
    10. Greiner, Michael & Kim, Jaemin & Cordon Thor, Jennifer, 2023. "Narcissistic CEOs and their corporate political activity," Journal of Business Research, Elsevier, vol. 163(C).
    11. Iwata, Hiroki & Okada, Keisuke, 2010. "How does environmental performance affect financial performance? Evidence from Japanese manufacturing firms," MPRA Paper 27721, University Library of Munich, Germany.
    12. Marcelo Bianconi & Joe Akira Yoshino, 2015. "Firm value, investment and monetary policy," International Journal of Accounting and Finance, Inderscience Enterprises Ltd, vol. 5(3), pages 262-289.
    13. Sandner, Philipp G. & Block, Joern, 2011. "The market value of R&D, patents, and trademarks," Research Policy, Elsevier, vol. 40(7), pages 969-985, September.
    14. Philip Hersch & Jeffry Netter & Christopher Pope, 2008. "Do Campaign Contributions and Lobbying Expenditures by Firms Create “Political” Capital?," Atlantic Economic Journal, Springer;International Atlantic Economic Society, vol. 36(4), pages 395-405, December.
    15. Andersson, David E. & Ekman, Anton & Huila, Anton & Tell, Fredrik, 2023. "Industrial design rights and the market value of firms," Technological Forecasting and Social Change, Elsevier, vol. 196(C).
    16. Green, T. Clifton & Jame, Russell, 2013. "Company name fluency, investor recognition, and firm value," Journal of Financial Economics, Elsevier, vol. 109(3), pages 813-834.
    17. Michael Devaney & William Weber, 2005. "Efficiency, Scale Economies, and the Risk/Return Performance of Real Estate Investment Trusts," The Journal of Real Estate Finance and Economics, Springer, vol. 31(3), pages 301-317, November.
    18. Kevin Amess & Sourafel Girma, 2009. "Do Stock Markets Value Efficiency?," Scottish Journal of Political Economy, Scottish Economic Society, vol. 56(3), pages 321-331, July.
    19. Andreas Ziegler, 2012. "Is it Beneficial to be Included in a Sustainability Stock Index? A Panel Data Study for European Firms," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 52(3), pages 301-325, July.
    20. Kee H. Chung & Peter Wright & Ben Kedia, 2003. "Corporate governance and market valuation of capital and R&D investments," Review of Financial Economics, John Wiley & Sons, vol. 12(2), pages 161-172.
    21. Gamze Ozturk Danisman & Pelin Demirel, 2019. "Corporate risk management practices and firm value in an emerging market: a mixed methods approach," Risk Management, Palgrave Macmillan, vol. 21(1), pages 19-47, March.
    22. Moses Acquaah & Tailan Chi, 2007. "A longitudinal analysis of the impact of firm resources and industry characteristics on firm-specific profitability," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 11(3), pages 179-213, September.
    23. Sepúlveda Velásquez, Jorge & Tapia Griñen, Pablo & Pastén Henríquez, Boris, 2023. "Mandatory dividends and economic policy uncertainty: A challenge for investment opportunities," Finance Research Letters, Elsevier, vol. 52(C).
    24. Bongani Munkuli & Renee Horne, 2018. "Financial Markets Value Reputation for Corporate Social Responsibility (CSR) – A Study of the South African Mining Sector," Africagrowth Agenda, Africagrowth Institute, vol. 15(2), pages 17-22.
    25. Chung, Kee H. & Wright, Peter & Kedia, Ben, 2003. "Corporate governance and market valuation of capital and R&D investments," Review of Financial Economics, Elsevier, vol. 12(2), pages 161-172.

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