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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...

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Detalles Bibliográficos
Autores principales: Cadoni, Marinella, Melis, Roberta, Trudda, Alessandro
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
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.
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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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