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Application of the Esscher Transform to Pricing Forward Contracts on Energy Markets in a Fuzzy Environment
The paper is dedicated to modeling electricity spot prices and pricing forward contracts on energy markets. The underlying dynamics of electricity spot prices is governed by a stochastic mean reverting diffusion with jumps having mixed-exponential distribution. Application of financial mathematics a...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10048341/ https://www.ncbi.nlm.nih.gov/pubmed/36981415 http://dx.doi.org/10.3390/e25030527 |
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author | Nowak, Piotr Pawłowski, Michał |
author_facet | Nowak, Piotr Pawłowski, Michał |
author_sort | Nowak, Piotr |
collection | PubMed |
description | The paper is dedicated to modeling electricity spot prices and pricing forward contracts on energy markets. The underlying dynamics of electricity spot prices is governed by a stochastic mean reverting diffusion with jumps having mixed-exponential distribution. Application of financial mathematics and stochastic methods enabled the derivation of the analytical formula for the forward contract’s price in a crisp case. Since the model parameters’ incertitude is considered, their fuzzy counterparts are introduced. Utilization of fuzzy arithmetic enabled deriving an analytical expression for the futures price and proposing a modified method for decision-making under uncertainty. Finally, numerical examples are analyzed to illustrate our pricing approach and the proposed financial decision-making method. |
format | Online Article Text |
id | pubmed-10048341 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-100483412023-03-29 Application of the Esscher Transform to Pricing Forward Contracts on Energy Markets in a Fuzzy Environment Nowak, Piotr Pawłowski, Michał Entropy (Basel) Article The paper is dedicated to modeling electricity spot prices and pricing forward contracts on energy markets. The underlying dynamics of electricity spot prices is governed by a stochastic mean reverting diffusion with jumps having mixed-exponential distribution. Application of financial mathematics and stochastic methods enabled the derivation of the analytical formula for the forward contract’s price in a crisp case. Since the model parameters’ incertitude is considered, their fuzzy counterparts are introduced. Utilization of fuzzy arithmetic enabled deriving an analytical expression for the futures price and proposing a modified method for decision-making under uncertainty. Finally, numerical examples are analyzed to illustrate our pricing approach and the proposed financial decision-making method. MDPI 2023-03-18 /pmc/articles/PMC10048341/ /pubmed/36981415 http://dx.doi.org/10.3390/e25030527 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Nowak, Piotr Pawłowski, Michał Application of the Esscher Transform to Pricing Forward Contracts on Energy Markets in a Fuzzy Environment |
title | Application of the Esscher Transform to Pricing Forward Contracts on Energy Markets in a Fuzzy Environment |
title_full | Application of the Esscher Transform to Pricing Forward Contracts on Energy Markets in a Fuzzy Environment |
title_fullStr | Application of the Esscher Transform to Pricing Forward Contracts on Energy Markets in a Fuzzy Environment |
title_full_unstemmed | Application of the Esscher Transform to Pricing Forward Contracts on Energy Markets in a Fuzzy Environment |
title_short | Application of the Esscher Transform to Pricing Forward Contracts on Energy Markets in a Fuzzy Environment |
title_sort | application of the esscher transform to pricing forward contracts on energy markets in a fuzzy environment |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10048341/ https://www.ncbi.nlm.nih.gov/pubmed/36981415 http://dx.doi.org/10.3390/e25030527 |
work_keys_str_mv | AT nowakpiotr applicationoftheesschertransformtopricingforwardcontractsonenergymarketsinafuzzyenvironment AT pawłowskimichał applicationoftheesschertransformtopricingforwardcontractsonenergymarketsinafuzzyenvironment |