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Financial Crisis: A New Measure for Risk of Pension Fund Portfolios
It has been argued that pension funds should have limitations on their asset allocation, based on the risk profile of the different financial instruments available on the financial markets. This issue proves to be highly relevant at times of market crisis, when a regulation establishing limits to ri...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4473272/ https://www.ncbi.nlm.nih.gov/pubmed/26086529 http://dx.doi.org/10.1371/journal.pone.0129471 |
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author | Cadoni, Marinella Melis, Roberta Trudda, Alessandro |
author_facet | Cadoni, Marinella Melis, Roberta Trudda, Alessandro |
author_sort | Cadoni, Marinella |
collection | PubMed |
description | It has been argued that pension funds should have limitations on their asset allocation, based on the risk profile of the different financial instruments available on the financial markets. This issue proves to be highly relevant at times of market crisis, when a regulation establishing limits to risk taking for pension funds could prevent defaults. In this paper we present a framework for evaluating the risk level of a single financial instrument or a portfolio. By assuming that the log asset returns can be described by a multifractional Brownian motion, we evaluate the risk using the time dependent Hurst parameter H(t) which models volatility. To provide a measure of the risk, we model the Hurst parameter with a random variable with mixture of beta distribution. We prove the efficacy of the methodology by implementing it on different risk level financial instruments and portfolios. |
format | Online Article Text |
id | pubmed-4473272 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-44732722015-06-29 Financial Crisis: A New Measure for Risk of Pension Fund Portfolios Cadoni, Marinella Melis, Roberta Trudda, Alessandro PLoS One Research Article It has been argued that pension funds should have limitations on their asset allocation, based on the risk profile of the different financial instruments available on the financial markets. This issue proves to be highly relevant at times of market crisis, when a regulation establishing limits to risk taking for pension funds could prevent defaults. In this paper we present a framework for evaluating the risk level of a single financial instrument or a portfolio. By assuming that the log asset returns can be described by a multifractional Brownian motion, we evaluate the risk using the time dependent Hurst parameter H(t) which models volatility. To provide a measure of the risk, we model the Hurst parameter with a random variable with mixture of beta distribution. We prove the efficacy of the methodology by implementing it on different risk level financial instruments and portfolios. Public Library of Science 2015-06-18 /pmc/articles/PMC4473272/ /pubmed/26086529 http://dx.doi.org/10.1371/journal.pone.0129471 Text en © 2015 Cadoni 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, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Cadoni, Marinella Melis, Roberta Trudda, Alessandro Financial Crisis: A New Measure for Risk of Pension Fund Portfolios |
title | Financial Crisis: A New Measure for Risk of Pension Fund Portfolios |
title_full | Financial Crisis: A New Measure for Risk of Pension Fund Portfolios |
title_fullStr | Financial Crisis: A New Measure for Risk of Pension Fund Portfolios |
title_full_unstemmed | Financial Crisis: A New Measure for Risk of Pension Fund Portfolios |
title_short | Financial Crisis: A New Measure for Risk of Pension Fund Portfolios |
title_sort | financial crisis: a new measure for risk of pension fund portfolios |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4473272/ https://www.ncbi.nlm.nih.gov/pubmed/26086529 http://dx.doi.org/10.1371/journal.pone.0129471 |
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