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2024 | OriginalPaper | Chapter

Climate Risk in Structural Credit Models

Authors : Alexander Blasberg, Rüdiger Kiesel

Published in: Quantitative Energy Finance

Publisher: Springer Nature Switzerland

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Abstract

This survey article reviews the current state of literature on how structural models of credit risk are employed to model the impact of climate risk on financial markets. We discuss how the two prominent types of climate risk, physical and transition risk, are captured by the seminal Merton model and its well-known extensions. Theoretical and practical advantages and drawbacks are worked out and an outlook on possible model improvements is provided.

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Footnotes
1
Equation (5) is obtained by applying Itô’s formula to obtain the stock price dynamics.
 
2
An alternative is to use the double-exponential distribution advocated by Kou and Wang [22].
 
3
These models build on [25] and require the calculation of various functionals of Brownian motion.
 
4
The distance-to-default is a measure based on the relation of the value process and the default boundary and widely used in variants of the Merton model, see [19] for further discussion.
 
5
Using the EBITDA relies on the assumption that the proportionality to the firm value stays constant over time.
 
Literature
1.
go back to reference Rajhi, W., Albuquerque, P.: Banking stability, natural disasters, and political conflicts: time series evidence on causality in developing countries. Economics Discussion Papers (2017) Rajhi, W., Albuquerque, P.: Banking stability, natural disasters, and political conflicts: time series evidence on causality in developing countries. Economics Discussion Papers (2017)
2.
go back to reference Kölbel, J., Leippold, M., Rillaerts, J., Wang, Q. Ask BERT: How Regulatory Disclosure of Transition and Physical Climate Risks affects the CDS Term Structure. J. Financ. Econ. Forthcoming (2022) Kölbel, J., Leippold, M., Rillaerts, J., Wang, Q. Ask BERT: How Regulatory Disclosure of Transition and Physical Climate Risks affects the CDS Term Structure. J. Financ. Econ. Forthcoming (2022)
3.
go back to reference Bats, J., Bua, G., Kapp, D.: Physical and transition risk premiums in Euro area corporate bond markets. SSRN (2023) Bats, J., Bua, G., Kapp, D.: Physical and transition risk premiums in Euro area corporate bond markets. SSRN (2023)
4.
go back to reference Kleimeier, S., Viehs, M.: Carbon disclosure, emission levels, and the cost of debt. SSRN (2018) Kleimeier, S., Viehs, M.: Carbon disclosure, emission levels, and the cost of debt. SSRN (2018)
5.
go back to reference Jung, J., Herbohn, K., Clarkson, P.: Carbon risk, carbon risk awareness and the cost of debt financing. J. Bus. Ethics 150(4), 1151–1171 (2018)CrossRef Jung, J., Herbohn, K., Clarkson, P.: Carbon risk, carbon risk awareness and the cost of debt financing. J. Bus. Ethics 150(4), 1151–1171 (2018)CrossRef
6.
go back to reference Delis, M., de Greiff, K., Ongena, S.: Being stranded on the carbon bubble? Climate policy risk and the pricing of bank loans. Swiss Finance Institute Research Paper Series (2018) Delis, M., de Greiff, K., Ongena, S.: Being stranded on the carbon bubble? Climate policy risk and the pricing of bank loans. Swiss Finance Institute Research Paper Series (2018)
7.
go back to reference Duan, T., Li, F.W., Wen, Q. Is Carbon Risk Priced in the Cross-Section of Corporate Bond Returns?. J. Financ. Quant. Anal. 1–35 (2023) Duan, T., Li, F.W., Wen, Q. Is Carbon Risk Priced in the Cross-Section of Corporate Bond Returns?. J. Financ. Quant. Anal. 1–35 (2023)
8.
go back to reference Seltzer, L., Starks, L.T., Zhu, Q.: Climate regulatory risks and corporate bonds. SSRN (2022) Seltzer, L., Starks, L.T., Zhu, Q.: Climate regulatory risks and corporate bonds. SSRN (2022)
9.
go back to reference Capasso, G., Gianfrate, G., Spinelli, M.: Climate change and credit risk. J. Clean. Product. 266, 121634 (2020)CrossRef Capasso, G., Gianfrate, G., Spinelli, M.: Climate change and credit risk. J. Clean. Product. 266, 121634 (2020)CrossRef
10.
go back to reference Ilhan, E., Sautner, Z., Vilkov, G.: Carbon tail risk. Rev. Financ. Stud. 34(3), 1540–1571 (2020)CrossRef Ilhan, E., Sautner, Z., Vilkov, G.: Carbon tail risk. Rev. Financ. Stud. 34(3), 1540–1571 (2020)CrossRef
11.
go back to reference Barth, F., Hübel, B., Scholz, H.: ESG and corporate credit spreads. J. Risk Financ. 23(2), 169–190 (2022)CrossRef Barth, F., Hübel, B., Scholz, H.: ESG and corporate credit spreads. J. Risk Financ. 23(2), 169–190 (2022)CrossRef
12.
go back to reference Christ, J., Hertel, T., Zhao, R.: Corporate sustainability performance and the cost of debt – an analysis of the impact of country- and industry-specific climate risk exposures. SSRN (2022) Christ, J., Hertel, T., Zhao, R.: Corporate sustainability performance and the cost of debt – an analysis of the impact of country- and industry-specific climate risk exposures. SSRN (2022)
13.
go back to reference Blasberg, A., Kiesel, R., Taschini, L.: Carbon default swap – disentangling the exposure to carbon risk through CDS. SSRN (2022) Blasberg, A., Kiesel, R., Taschini, L.: Carbon default swap – disentangling the exposure to carbon risk through CDS. SSRN (2022)
14.
go back to reference Bouchet, V., Le Guenedal, T.: Credit risk sensitivity to carbon price. SSRN (2020) Bouchet, V., Le Guenedal, T.: Credit risk sensitivity to carbon price. SSRN (2020)
15.
go back to reference Reinders, H.J., Schoenmaker, D., van Dijk, M.: A finance approach to climate stress testing. J. Int. Money Financ. 131, 102797 (2023)CrossRef Reinders, H.J., Schoenmaker, D., van Dijk, M.: A finance approach to climate stress testing. J. Int. Money Financ. 131, 102797 (2023)CrossRef
16.
go back to reference Agliardi, E., Agliardi, R.: Pricing climate-related risks in the bond market. J. Financ. Stabil. 54, 100868 (2021)CrossRef Agliardi, E., Agliardi, R.: Pricing climate-related risks in the bond market. J. Financ. Stabil. 54, 100868 (2021)CrossRef
17.
go back to reference Le Guenedal, T., Tankov, P.: Corporate debt value under transition scenario uncertainty. SSRN (2020) Le Guenedal, T., Tankov, P.: Corporate debt value under transition scenario uncertainty. SSRN (2020)
18.
go back to reference Bielecki, T.R., Rutkowski, M.: Credit Risk: Modeling, Valuation and Hedging. Springer Finance. Springer, Berlin (2004) Bielecki, T.R., Rutkowski, M.: Credit Risk: Modeling, Valuation and Hedging. Springer Finance. Springer, Berlin (2004)
19.
go back to reference Lando, D.: Credit Risk Modeling. Princeton University Press, Princeton (2004)CrossRef Lando, D.: Credit Risk Modeling. Princeton University Press, Princeton (2004)CrossRef
20.
go back to reference Merton, R.: On the pricing of corporate debt: the risk structure of interest rates. J. Financ. 29(2), 449–470 (1974) Merton, R.: On the pricing of corporate debt: the risk structure of interest rates. J. Financ. 29(2), 449–470 (1974)
21.
go back to reference Zhou, C.: The term structure of credit spreads with jump risk. J. Bank. Financ. 25(11), 2015–2040 (2001)CrossRef Zhou, C.: The term structure of credit spreads with jump risk. J. Bank. Financ. 25(11), 2015–2040 (2001)CrossRef
22.
go back to reference Kou, S., Wang, H.: Option pricing under a double exponential jump diffusion model. Manag. Sci. 50(9), 1178–1192 (2004)CrossRef Kou, S., Wang, H.: Option pricing under a double exponential jump diffusion model. Manag. Sci. 50(9), 1178–1192 (2004)CrossRef
23.
go back to reference Leland, H.E.: Corporate debt value, bond covenants, and optimal capital structure. J. Financ. 49(4), 1213–1252 (1994)CrossRef Leland, H.E.: Corporate debt value, bond covenants, and optimal capital structure. J. Financ. 49(4), 1213–1252 (1994)CrossRef
24.
go back to reference Leland, H.E., Toft, K.B.: Optimal capital structure, endogenous bankruptcy, and the term structure of credit spreads. J. Financ. 51(3), 987–1019 (1996)CrossRef Leland, H.E., Toft, K.B.: Optimal capital structure, endogenous bankruptcy, and the term structure of credit spreads. J. Financ. 51(3), 987–1019 (1996)CrossRef
25.
go back to reference Black, F., Cox, J.C.: Valuing corporate securities: some effects of bond indenture provisions. J. Financ. 31(2), 351–367 (1976)CrossRef Black, F., Cox, J.C.: Valuing corporate securities: some effects of bond indenture provisions. J. Financ. 31(2), 351–367 (1976)CrossRef
26.
go back to reference Sautner, Z., Van Lent, L., Vilkov, G., Zhang, R.: Firm-level climate change exposure. J. Financ. 78(3), 1449–1498 (2023)CrossRef Sautner, Z., Van Lent, L., Vilkov, G., Zhang, R.: Firm-level climate change exposure. J. Financ. 78(3), 1449–1498 (2023)CrossRef
Metadata
Title
Climate Risk in Structural Credit Models
Authors
Alexander Blasberg
Rüdiger Kiesel
Copyright Year
2024
DOI
https://doi.org/10.1007/978-3-031-50597-3_7