Data di Pubblicazione:
2015
Citazione:
Financial crisis: a new measure for risk of pension fund portfolios / Cadoni, Marinella Iole; Melis, Roberta; Trudda, Alessandro. - In: PLOS ONE. - ISSN 1932-6203. - 10:6(2015), pp. 1-12. [10.1371/journal.pone.0129471]
Abstract:
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.
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.
Tipologia CRIS:
1.1 Articolo in rivista
Keywords:
Finance; brownian motion; random variables; telecommunications; Monte Carlo method; probability density; regulations; stochastic processes
Elenco autori:
Cadoni, Marinella Iole; Melis, Roberta; Trudda, Alessandro
Link alla scheda completa:
Link al Full Text:
Pubblicato in: