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Common risk factors of infrastructure investments

Listed author(s):
  • Ben Ammar, Semir
  • Eling, Martin

The risk of infrastructure investments is driven by unique factors that cannot be well described by standard asset class factor models. We thus create a nine-factor model based on infrastructure-specific risk exposure, i.e., market risk, size, value, momentum, cash flow volatility, leverage, investment growth, term risk, and default risk. We empirically test our model on a large dataset of U.S. infrastructure stocks in different subsectors (utility, telecommunication, and transportation) and over a long period of time (1983 to 2011). The new factor model is able to capture the variation of infrastructure returns better than the Fama/French three-factor, the Carhart four-factor or the extended Fung/Hsieh eight-factor models. Thus, our model helps to improve the evaluation of infrastructure funds and to better determine the cost of capital of infrastructure firms, something that is increasingly relevant in light of the growing need for privately financed infrastructure projects.

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File URL: http://www.sciencedirect.com/science/article/pii/S0140988315000389
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Article provided by Elsevier in its journal Energy Economics.

Volume (Year): 49 (2015)
Issue (Month): C ()
Pages: 257-273

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Handle: RePEc:eee:eneeco:v:49:y:2015:i:c:p:257-273
DOI: 10.1016/j.eneco.2015.01.021
Contact details of provider: Web page: http://www.elsevier.com/locate/eneco

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  1. Huang, Alan Guoming, 2009. "The cross section of cashflow volatility and expected stock returns," Journal of Empirical Finance, Elsevier, vol. 16(3), pages 409-429, June.
  2. Fama, Eugene F & French, Kenneth R, 1992. " The Cross-Section of Expected Stock Returns," Journal of Finance, American Finance Association, vol. 47(2), pages 427-465, June.
  3. Hansen, Lars Peter, 1982. "Large Sample Properties of Generalized Method of Moments Estimators," Econometrica, Econometric Society, vol. 50(4), pages 1029-1054, July.
  4. Nina Czernich & Oliver Falck & Tobias Kretschmer & Ludger Woessmann, 2011. "Broadband Infrastructure and Economic Growth," Economic Journal, Royal Economic Society, vol. 121(552), pages 505-532, 05.
  5. Hansen, Lars Peter & Jagannathan, Ravi, 1997. " Assessing Specification Errors in Stochastic Discount Factor Models," Journal of Finance, American Finance Association, vol. 52(2), pages 557-590, June.
  6. Lopatta, Kerstin & Kaspereit, Thomas, 2014. "The cross-section of returns, benchmark model parameters, and idiosyncratic volatility of nuclear energy firms after Fukushima Daiichi," Energy Economics, Elsevier, vol. 41(C), pages 125-136.
  7. Boyer, M. Martin & Filion, Didier, 2007. "Common and fundamental factors in stock returns of Canadian oil and gas companies," Energy Economics, Elsevier, vol. 29(3), pages 428-453, May.
  8. Lewellen, Jonathan & Nagel, Stefan & Shanken, Jay, 2010. "A skeptical appraisal of asset pricing tests," Journal of Financial Economics, Elsevier, vol. 96(2), pages 175-194, May.
  9. Bradley, Michael & Jarrell, Gregg A & Kim, E Han, 1984. " On the Existence of an Optimal Capital Structure: Theory and Evidence," Journal of Finance, American Finance Association, vol. 39(3), pages 857-878, July.
  10. David M. Newbery, 2002. "Privatization, Restructuring, and Regulation of Network Utilities," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262640481, January.
  11. Rajeev J Sawant, 2010. "The economics of large-scale infrastructure FDI: The case of project finance," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 41(6), pages 1036-1055, August.
  12. Ioannis N. Kessides, 2004. "Reforming Infrastructure : Privatization, Regulation, and Competition," World Bank Publications, The World Bank, number 13525, December.
  13. Fama, Eugene F. & French, Kenneth R., 1989. "Business conditions and expected returns on stocks and bonds," Journal of Financial Economics, Elsevier, vol. 25(1), pages 23-49, November.
  14. Bitsch, Florian & Buchner, Axel & Kaserer, Christoph, 2010. "Risk, return and cash flow characteristics of infrastructure fund investments," EIB Papers 4/2010, European Investment Bank, Economics Department.
  15. Andrew Ang & Robert J. Hodrick & Yuhang Xing & Xiaoyan Zhang, 2006. "The Cross-Section of Volatility and Expected Returns," Journal of Finance, American Finance Association, vol. 61(1), pages 259-299, February.
  16. Daniel, Kent & Titman, Sheridan, 1997. " Evidence on the Characteristics of Cross Sectional Variation in Stock Returns," Journal of Finance, American Finance Association, vol. 52(1), pages 1-33, March.
  17. Fama, Eugene F. & French, Kenneth R., 1993. "Common risk factors in the returns on stocks and bonds," Journal of Financial Economics, Elsevier, vol. 33(1), pages 3-56, February.
  18. Andrew Ang & Geert Bekaert & Min Wei, 2008. "The Term Structure of Real Rates and Expected Inflation," Journal of Finance, American Finance Association, vol. 63(2), pages 797-849, 04.
  19. Ford, George S., 2007. "Does a municipal electric's supply of communications crowd out private communications investment? An empirical study," Energy Economics, Elsevier, vol. 29(3), pages 467-478, May.
  20. Hashimzade, Nigar & Myles, Gareth D., 2010. "Growth And Public Infrastructure," Macroeconomic Dynamics, Cambridge University Press, vol. 14(S2), pages 258-274, November.
  21. Raymond Kan & Cesare Robotti, 2009. "Model Comparison Using the Hansen-Jagannathan Distance," Review of Financial Studies, Society for Financial Studies, vol. 22(9), pages 3449-3490, September.
  22. William F. Sharpe, 1964. "Capital Asset Prices: A Theory Of Market Equilibrium Under Conditions Of Risk," Journal of Finance, American Finance Association, vol. 19(3), pages 425-442, September.
  23. Sadka, Ronnie, 2010. "Liquidity risk and the cross-section of hedge-fund returns," Journal of Financial Economics, Elsevier, vol. 98(1), pages 54-71, October.
  24. Bianconi, Marcelo & Yoshino, Joe A., 2014. "Risk factors and value at risk in publicly traded companies of the nonrenewable energy sector," Energy Economics, Elsevier, vol. 45(C), pages 19-32.
  25. Ron Bird & Harry Liem & Susan Thorp, 2011. "Infrastructure: Real Assets and Real Returns," Working Paper Series 11, The Paul Woolley Centre for Capital Market Dysfunctionality, University of Technology, Sydney.
  26. Aggarwal, Raj & Akhigbe, Aigbe & Mohanty, Sunil K., 2012. "Oil price shocks and transportation firm asset prices," Energy Economics, Elsevier, vol. 34(5), pages 1370-1379.
  27. Newey, Whitney & West, Kenneth, 2014. "A simple, positive semi-definite, heteroscedasticity and autocorrelation consistent covariance matrix," Applied Econometrics, Publishing House "SINERGIA PRESS", vol. 33(1), pages 125-132.
  28. Gibbons, Michael R & Ross, Stephen A & Shanken, Jay, 1989. "A Test of the Efficiency of a Given Portfolio," Econometrica, Econometric Society, vol. 57(5), pages 1121-1152, September.
  29. Fama, Eugene F. & French, Kenneth R., 1997. "Industry costs of equity," Journal of Financial Economics, Elsevier, vol. 43(2), pages 153-193, February.
  30. Ramos, Sofia B. & Veiga, Helena, 2011. "Risk factors in oil and gas industry returns: International evidence," Energy Economics, Elsevier, vol. 33(3), pages 525-542, May.
  31. Esfahani, Hadi Salehi & Ramirez, Maria Teresa, 2003. "Institutions, infrastructure, and economic growth," Journal of Development Economics, Elsevier, vol. 70(2), pages 443-477, April.
  32. Ammann, Manuel & Odoni, Sandro & Oesch, David, 2012. "An alternative three-factor model for international markets: Evidence from the European Monetary Union," Journal of Banking & Finance, Elsevier, vol. 36(7), pages 1857-1864.
  33. Carhart, Mark M, 1997. " On Persistence in Mutual Fund Performance," Journal of Finance, American Finance Association, vol. 52(1), pages 57-82, March.
  34. Sunil K. Mohanty & Mohan Nandha, 2011. "Oil Risk Exposure: The Case of the U.S. Oil and Gas Sector," The Financial Review, Eastern Finance Association, vol. 46(1), pages 165-191, February.
  35. Sadorsky, Perry, 2001. "Risk factors in stock returns of Canadian oil and gas companies," Energy Economics, Elsevier, vol. 23(1), pages 17-28, January.
  36. Pastor, Lubos & Stambaugh, Robert F., 2003. "Liquidity Risk and Expected Stock Returns," Journal of Political Economy, University of Chicago Press, vol. 111(3), pages 642-685, June.
  37. Sklavos, Konstantinos & Dam, Lammertjan & Scholtens, Bert, 2013. "The liquidity of energy stocks," Energy Economics, Elsevier, vol. 38(C), pages 168-175.
  38. Raffaele Della Croce, 2012. "Trends in Large Pension Fund Investment in Infrastructure," OECD Working Papers on Finance, Insurance and Private Pensions 29, OECD Publishing.
  39. Kewei Hou & David T. Robinson, 2006. "Industry Concentration and Average Stock Returns," Journal of Finance, American Finance Association, vol. 61(4), pages 1927-1956, August.
  40. Andersen, Thomas Barnebeck & Dalgaard, Carl-Johan, 2013. "Power outages and economic growth in Africa," Energy Economics, Elsevier, vol. 38(C), pages 19-23.
  41. Bhandari, Laxmi Chand, 1988. " Debt/Equity Ratio and Expected Common Stock Returns: Empirical Evidence," Journal of Finance, American Finance Association, vol. 43(2), pages 507-528, June.
  42. Sweeney, Richard J & Warga, Arthur D, 1986. " The Pricing of Interest-Rate Risk: Evidence from the Stock Market," Journal of Finance, American Finance Association, vol. 41(2), pages 393-410, June.
  43. James D. Peterson & Cheng-Ho Hsieh, 1997. "Do Common Risk Factors in the Returns on Stocks and Bonds Explain Returns on REITs?," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 25(2), pages 321-345.
  44. O'Neal, Edward S, 1998. "Why Electric Utility Stocks Are Sensitive to Interest Rates," The Financial Review, Eastern Finance Association, vol. 33(1), pages 147-161, February.
  45. Elyasiani, Elyas & Mansur, Iqbal & Odusami, Babatunde, 2011. "Oil price shocks and industry stock returns," Energy Economics, Elsevier, vol. 33(5), pages 966-974, September.
  46. Jegadeesh, Narasimhan & Titman, Sheridan, 1993. " Returns to Buying Winners and Selling Losers: Implications for Stock Market Efficiency," Journal of Finance, American Finance Association, vol. 48(1), pages 65-91, March.
  47. Gasmi, Farid & Oviedo, Juan Daniel, 2010. "Investment in transport infrastructure, regulation, and gas-gas competition," Energy Economics, Elsevier, vol. 32(3), pages 726-736, May.
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