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A general equilibrium approach to pricing volatility risk
This paper provides a general equilibrium approach to pricing volatility. Existing models (e.g., ARCH/GARCH, stochastic volatility) take a statistical approach to estimating volatility, volatility indices (e.g., CBOE VIX) use a weighted combination of options, and utility based models assume a speci...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6461293/ https://www.ncbi.nlm.nih.gov/pubmed/30978225 http://dx.doi.org/10.1371/journal.pone.0215032 |
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author | Han, Jianlei Linnenluecke, Martina Liu, Zhangxin Pan, Zheyao Smith, Tom |
author_facet | Han, Jianlei Linnenluecke, Martina Liu, Zhangxin Pan, Zheyao Smith, Tom |
author_sort | Han, Jianlei |
collection | PubMed |
description | This paper provides a general equilibrium approach to pricing volatility. Existing models (e.g., ARCH/GARCH, stochastic volatility) take a statistical approach to estimating volatility, volatility indices (e.g., CBOE VIX) use a weighted combination of options, and utility based models assume a specific type of preferences. In contrast we treat volatility as an asset and price it using the general equilibrium state pricing framework. Our results show that the general equilibrium volatility method developed in this paper provides superior forecasting ability for realized volatility and serves as an effective fear gauge. We demonstrate the flexibility and generality of our approach by pricing downside risk and upside opportunity. Finally, we show that the superior forecasting ability of our approach generates significant economic value through volatility timing. |
format | Online Article Text |
id | pubmed-6461293 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-64612932019-05-03 A general equilibrium approach to pricing volatility risk Han, Jianlei Linnenluecke, Martina Liu, Zhangxin Pan, Zheyao Smith, Tom PLoS One Research Article This paper provides a general equilibrium approach to pricing volatility. Existing models (e.g., ARCH/GARCH, stochastic volatility) take a statistical approach to estimating volatility, volatility indices (e.g., CBOE VIX) use a weighted combination of options, and utility based models assume a specific type of preferences. In contrast we treat volatility as an asset and price it using the general equilibrium state pricing framework. Our results show that the general equilibrium volatility method developed in this paper provides superior forecasting ability for realized volatility and serves as an effective fear gauge. We demonstrate the flexibility and generality of our approach by pricing downside risk and upside opportunity. Finally, we show that the superior forecasting ability of our approach generates significant economic value through volatility timing. Public Library of Science 2019-04-12 /pmc/articles/PMC6461293/ /pubmed/30978225 http://dx.doi.org/10.1371/journal.pone.0215032 Text en © 2019 Han et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Han, Jianlei Linnenluecke, Martina Liu, Zhangxin Pan, Zheyao Smith, Tom A general equilibrium approach to pricing volatility risk |
title | A general equilibrium approach to pricing volatility risk |
title_full | A general equilibrium approach to pricing volatility risk |
title_fullStr | A general equilibrium approach to pricing volatility risk |
title_full_unstemmed | A general equilibrium approach to pricing volatility risk |
title_short | A general equilibrium approach to pricing volatility risk |
title_sort | general equilibrium approach to pricing volatility risk |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6461293/ https://www.ncbi.nlm.nih.gov/pubmed/30978225 http://dx.doi.org/10.1371/journal.pone.0215032 |
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