Kliber, Pawel (2008): A Proposal of Portfolio Choice for Infinitely Divisible Distributions of Assets Returns. Published in: Foundations of Computing and Decision Sciences , Vol. 34, No. 1 (2008): pp. 43-52.
Preview |
PDF
MPRA_paper_22541.pdf Download (220kB) | Preview |
Abstract
In the paper we present a proposal of augmenting portfolio analysis for the infinitely divisible distributions of returns - so that the prices of assets can follow Lévy processes. In this article we propose a model in which asset prices follow multidimensional Lévy process and the interdependence between assets are described by covariance and multidimensional jump measure. Then we propose to choose the optimal portfolio based on three criteria: mean return, total variance of diffusion and a measure of jump risk. We also consider augmenting this multi-criteria choice setup for the costs of possible portfolio adjustments.
Item Type: | MPRA Paper |
---|---|
Original Title: | A Proposal of Portfolio Choice for Infinitely Divisible Distributions of Assets Returns |
Language: | English |
Keywords: | portfolio analysis, Lévy processes, jump-diffusion models |
Subjects: | G - Financial Economics > G1 - General Financial Markets > G11 - Portfolio Choice ; Investment Decisions C - Mathematical and Quantitative Methods > C4 - Econometric and Statistical Methods: Special Topics > C44 - Operations Research ; Statistical Decision Theory |
Item ID: | 22541 |
Depositing User: | Pawel Kliber |
Date Deposited: | 08 May 2010 06:37 |
Last Modified: | 29 Sep 2019 04:24 |
References: | Andersen L., Andereasen J., Jump-diffusion models: Volatility smile fitting and numerical methods for pricing, Rev. Derivatives Research 4, 2000, 231-262. Cont R., Tankov P., Financial Modelling with Jump Processes, Chapman & Hall, 2004. Cont R., Tankov P., Calibrating of jump-diffusion option pricing models: A robust non-parametric approach, Raport Interne 490, Ecole Polytechnique, 2002. Fama E.F., Portfolio Analysis in a Stable Paretian Market, Management Science 11, 1965, 404-419. Gamba A., Portfolio Analysis with Symmetric Stable Paretian Returns, in: Current Topics in Quantitative Finance, E. Canestrelli (ed.), Springer-Verlag, 1999. Kallsen J., Optimal portfolios for exponential Lévy processes, Mathematical Methods of Operational Research 51, 2000, 357–374. Kou S., A jump-diffusion model for option pricing, Management Science 48, 2002, 1086-1101. Markowitz H.M, Portfolio Selection, Journal of Finance, 7, 1952, 77-91. Merton R., Option pricing when underlying stock returns are discontinuous, Journal of Financial Economics 3, 1976, 125-144. Mittnik S., Svetlozar R., Toker D., Portfolio Selection in the Presence of Heavy-tailed Asset Returns, w: Contributions to Modern Econometrics, From Data Analysis to Economic Policy, (S. Mittnik, I. Klein, ed.), Springer-Verlag, 2002. |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/22541 |