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Green asset pricing

Author

Listed:
  • Benmir, Ghassane
  • Jaccard, Ivan
  • Vermandel, Gauthier

Abstract

This paper demonstrates that empirically grounding the discount factor significantly influences the determination of the carbon price. Using two complementary nonlinear statistical approaches, we assess which utility formulations and corresponding stochastic discount factors best align with U.S. data. We provide evidence that habit formation is essential for capturing the time variation in the stochastic discount factor necessary to match the data. This increased time variation raises the carbon price by 32% and makes it five times more procyclical compared to standard models. The heightened procyclicality reduces aggregate risk, the risk premium, and the need for precautionary savings. JEL Classification: Q58, G12, E32

Suggested Citation

  • Benmir, Ghassane & Jaccard, Ivan & Vermandel, Gauthier, 2020. "Green asset pricing," Working Paper Series 2477, European Central Bank.
    • Handle: RePEc:ecb:ecbwps:20202477
    Note: 737337
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    as
    1. Sungbae An & Frank Schorfheide, 2007. "Bayesian Analysis of DSGE Models—Rejoinder," Econometric Reviews, Taylor & Francis Journals, vol. 26(2-4), pages 211-219.
    2. Nordhaus, William D, 1991. "To Slow or Not to Slow: The Economics of the Greenhouse Effect," Economic Journal, Royal Economic Society, vol. 101(407), pages 920-937, July.
    3. Daron Acemoglu & Philippe Aghion & Leonardo Bursztyn & David Hemous, 2012. "The Environment and Directed Technical Change," American Economic Review, American Economic Association, vol. 102(1), pages 131-166, February.
    4. Philippe Weil, 1990. "Nonexpected Utility in Macroeconomics," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 105(1), pages 29-42.
    5. Ton S. van den Bremer & Frederick van der Ploeg, 2021. "The Risk-Adjusted Carbon Price," American Economic Review, American Economic Association, vol. 111(9), pages 2782-2810, September.
    6. Kollmann, Robert, 2013. "Estimating the state vector of linearized DSGE models without the Kalman filter," Economics Letters, Elsevier, vol. 120(1), pages 65-66.
    7. Shayegh, Soheil & Bosetti, Valentina & Dietz, Simon & Emmerling, Johannes & Hambel, Christoph & Jensen, Svenn & Kraft, Holger & Tavoni, Massimo & Traeger, Christian & Van der Ploeg, Rick, 2018. "Recalculating the Social Cost of Carbon," CSI: Climate and Sustainable Innovation 273369, Fondazione Eni Enrico Mattei (FEEM).
      • Soheil Shayegh & Valentina Bosetti & Simon Dietz & Johannes Emmerling & Christoph Hambel & Svenn Jensen & Holger Kraft & Massimo Tavoni & Christian Traeger & Rick Van der Ploeg, 2018. "Recalculating the Social Cost of Carbon," Working Papers 2018.19, Fondazione Eni Enrico Mattei.
    8. Levy, Tamir & Yagil, Joseph, 2011. "Air pollution and stock returns in the US," Journal of Economic Psychology, Elsevier, vol. 32(3), pages 374-383, June.
    9. Sungbae An & Frank Schorfheide, 2007. "Bayesian Analysis of DSGE Models," Econometric Reviews, Taylor & Francis Journals, vol. 26(2-4), pages 113-172.
    10. John Y. Campbell & John Cochrane, 1999. "Force of Habit: A Consumption-Based Explanation of Aggregate Stock Market Behavior," Journal of Political Economy, University of Chicago Press, vol. 107(2), pages 205-251, April.
    11. Jermann, Urban J., 1998. "Asset pricing in production economies," Journal of Monetary Economics, Elsevier, vol. 41(2), pages 257-275, April.
    12. Lawrence J. Christiano & Roberto Motto & Massimo Rostagno, 2014. "Risk Shocks," American Economic Review, American Economic Association, vol. 104(1), pages 27-65, January.
    13. Garth Heutel, 2012. "How Should Environmental Policy Respond to Business Cycles? Optimal Policy under Persistent Productivity Shocks," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 15(2), pages 244-264, April.
    14. Rick Van der Ploeg & Christoph Hambel & Holger Kraft, 2020. "Asset Pricing and Decarbonization: Diversification versus Climate Action," Economics Series Working Papers 901, University of Oxford, Department of Economics.
    15. Nordhaus, William D & Yang, Zili, 1996. "A Regional Dynamic General-Equilibrium Model of Alternative Climate-Change Strategies," American Economic Review, American Economic Association, vol. 86(4), pages 741-765, September.
    16. Frank Smets & Rafael Wouters, 2007. "Shocks and Frictions in US Business Cycles: A Bayesian DSGE Approach," American Economic Review, American Economic Association, vol. 97(3), pages 586-606, June.
    17. Soheil Shayegh & Valentina Bosetti & Simon Dietz & Johannes Emmerling & Christoph Hambel & Svenn Jensen & Holger Kraft & Massimo Tavoni & Christian Traeger & Rick Van der Ploeg, 2018. "Recalculating the Social Cost of Carbon," Working Papers 2018.19, Fondazione Eni Enrico Mattei.
    18. Guerrieri, Luca & Iacoviello, Matteo, 2017. "Collateral constraints and macroeconomic asymmetries," Journal of Monetary Economics, Elsevier, vol. 90(C), pages 28-49.
    19. Lawrence Goulder, 1995. "Environmental taxation and the double dividend: A reader's guide," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 2(2), pages 157-183, August.
    20. Tom Y Chang & Wei Huang & Yongxiang Wang, 2018. "Something in the Air: Pollution and the Demand for Health Insurance," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 85(3), pages 1609-1634.
    21. Richard G. Newell & Adam B. Jaffe & Robert N. Stavins, 1999. "The Induced Innovation Hypothesis and Energy-Saving Technological Change," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(3), pages 941-975.
    22. Mikhail Golosov & John Hassler & Per Krusell & Aleh Tsyvinski, 2014. "Optimal Taxes on Fossil Fuel in General Equilibrium," Econometrica, Econometric Society, vol. 82(1), pages 41-88, January.
    23. Martin L. Weitzman, 2007. "A Review of the Stern Review on the Economics of Climate Change," Journal of Economic Literature, American Economic Association, vol. 45(3), pages 703-724, September.
    24. Harald Uhlig & Lars Ljungqvist, 2000. "Tax Policy and Aggregate Demand Management under Catching Up with the Joneses," American Economic Review, American Economic Association, vol. 90(3), pages 356-366, June.
    25. Xepapadeas, Anastasios, 2005. "Economic growth and the environment," Handbook of Environmental Economics, in: K. G. Mäler & J. R. Vincent (ed.), Handbook of Environmental Economics, edition 1, volume 3, chapter 23, pages 1219-1271, Elsevier.
    26. Martin L. Weitzman, 1974. "Prices vs. Quantities," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 41(4), pages 477-491.
    27. Stern,Nicholas, 2007. "The Economics of Climate Change," Cambridge Books, Cambridge University Press, number 9780521700801, January.
    28. John H. Cochrane, 2011. "Presidential Address: Discount Rates," Journal of Finance, American Finance Association, vol. 66(4), pages 1047-1108, August.
    29. Lucas, Robert E, Jr, 1978. "Asset Prices in an Exchange Economy," Econometrica, Econometric Society, vol. 46(6), pages 1429-1445, November.
    30. repec:bla:jfinan:v:59:y:2004:i:4:p:1481-1509 is not listed on IDEAS
    31. Garth Heutel, 2012. "How Should Environmental Policy Respond to Business Cycles? Optimal Policy under Persistent Productivity Shocks," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 15(2), pages 244-264, April.
    32. Stokey, Nancy L, 1998. "Are There Limits to Growth?," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 39(1), pages 1-31, February.
    33. Nicholas Stern, 2008. "The Economics of Climate Change," American Economic Review, American Economic Association, vol. 98(2), pages 1-37, May.
    34. Philippe Michel & Gilles Rotillon, 1995. "Disutility of pollution and endogenous growth," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 6(3), pages 279-300, October.
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    Cited by:

    1. Ferrari Minesso, Massimo & Pagliari, Maria Sole, 2023. "No country is an island. International cooperation and climate change," Journal of International Economics, Elsevier, vol. 145(C).
    2. Kim, Kyounghun & Yang, Eunsun & Choi, Yoonseok, 2024. "Heterogeneous effects of carbon tax, subsidy and foreign carbon emissions on low- and high-carbon firms," Economic Analysis and Policy, Elsevier, vol. 83(C), pages 260-279.
    3. Lodge, David & Pérez, Javier J. & Albrizio, Silvia & Everett, Mary & De Bandt, Olivier & Georgiadis, Georgios & Ca' Zorzi, Michele & Lastauskas, Povilas & Carluccio, Juan & Parraga Rodriguez, Susana &, 2021. "The implications of globalisation for the ECB monetary policy strategy," Occasional Paper Series 263, European Central Bank.
    4. Boneva, Lena & Ferrucci, Gianluigi & Mongelli, Francesco Paolo, 2021. "To be or not to be “green”: how can monetary policy react to climate change?," Occasional Paper Series 285, European Central Bank.

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    More about this item

    Keywords

    climate change; equity premium puzzle; optimal policy; stochastic discount factor;
    All these keywords.

    JEL classification:

    • Q58 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environmental Economics: Government Policy
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles

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