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A forward-backward SDEs approach to pricing in carbon markets

In Mathematical Finance, the authors consider a mathematical model for the pricing of emissions permits. The model has particular applicability to the European Union Emissions Trading System (EU ETS) but could also be used to consider the modeling of other cap-and-trade schemes. As a response to the...

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Detalles Bibliográficos
Autores principales: Chassagneux, Jean-François, Chotai, Hinesh, Muûls, Mirabelle
Lenguaje:eng
Publicado: Springer 2017
Materias:
Acceso en línea:https://dx.doi.org/10.1007/978-3-319-63115-8
http://cds.cern.ch/record/2293706
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author Chassagneux, Jean-François
Chotai, Hinesh
Muûls, Mirabelle
author_facet Chassagneux, Jean-François
Chotai, Hinesh
Muûls, Mirabelle
author_sort Chassagneux, Jean-François
collection CERN
description In Mathematical Finance, the authors consider a mathematical model for the pricing of emissions permits. The model has particular applicability to the European Union Emissions Trading System (EU ETS) but could also be used to consider the modeling of other cap-and-trade schemes. As a response to the risk of Climate Change, carbon markets are currently being implemented in regions worldwide and already represent more than $30 billion. However, scientific, and particularly mathematical, studies of these carbon markets are needed in order to expose their advantages and shortcomings, as well as allow their most efficient implementation. This Brief reviews mathematical properties such as the existence and uniqueness of solutions for the pricing problem, stability of solutions and their behavior. These fit into the theory of fully coupled forward-backward stochastic differential equations (FBSDEs) with irregular coefficients. The authors present a numerical algorithm to compute the solution to these non-standard FBSDEs. They also carry out a case study of the UK energy market. This involves estimating the parameters to be used in the model using historical data and then solving a pricing problem using the aforementioned numerical algorithm. The Brief is of interest to researchers in stochastic processes and their applications, and environmental and energy economics. Most sections are also accessible to practitioners in the energy sector and climate change policy-makers.
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spelling cern-22937062021-04-21T19:01:32Zdoi:10.1007/978-3-319-63115-8http://cds.cern.ch/record/2293706engChassagneux, Jean-FrançoisChotai, HineshMuûls, MirabelleA forward-backward SDEs approach to pricing in carbon marketsMathematical Physics and MathematicsIn Mathematical Finance, the authors consider a mathematical model for the pricing of emissions permits. The model has particular applicability to the European Union Emissions Trading System (EU ETS) but could also be used to consider the modeling of other cap-and-trade schemes. As a response to the risk of Climate Change, carbon markets are currently being implemented in regions worldwide and already represent more than $30 billion. However, scientific, and particularly mathematical, studies of these carbon markets are needed in order to expose their advantages and shortcomings, as well as allow their most efficient implementation. This Brief reviews mathematical properties such as the existence and uniqueness of solutions for the pricing problem, stability of solutions and their behavior. These fit into the theory of fully coupled forward-backward stochastic differential equations (FBSDEs) with irregular coefficients. The authors present a numerical algorithm to compute the solution to these non-standard FBSDEs. They also carry out a case study of the UK energy market. This involves estimating the parameters to be used in the model using historical data and then solving a pricing problem using the aforementioned numerical algorithm. The Brief is of interest to researchers in stochastic processes and their applications, and environmental and energy economics. Most sections are also accessible to practitioners in the energy sector and climate change policy-makers.Springeroai:cds.cern.ch:22937062017
spellingShingle Mathematical Physics and Mathematics
Chassagneux, Jean-François
Chotai, Hinesh
Muûls, Mirabelle
A forward-backward SDEs approach to pricing in carbon markets
title A forward-backward SDEs approach to pricing in carbon markets
title_full A forward-backward SDEs approach to pricing in carbon markets
title_fullStr A forward-backward SDEs approach to pricing in carbon markets
title_full_unstemmed A forward-backward SDEs approach to pricing in carbon markets
title_short A forward-backward SDEs approach to pricing in carbon markets
title_sort forward-backward sdes approach to pricing in carbon markets
topic Mathematical Physics and Mathematics
url https://dx.doi.org/10.1007/978-3-319-63115-8
http://cds.cern.ch/record/2293706
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