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    Optimal portfolios with stress analysis and the effect of a CVAR constraint

    Access Status
    Fulltext not available
    Authors
    Liu, J.
    Yiu, Ka Fai
    Teo, Kok Lay
    Date
    2011
    Type
    Journal Article
    
    Metadata
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    Citation
    Liu, J.Z. and Yiu, K.F.C and Teo, K.L. 2011. Optimal portfolios with stress analysis and the effect of a CVAR constraint. Pacific Journal of Optimization. 7 (1): pp. 83-95.
    Source Title
    Pacific Journal of Optimization
    ISSN
    1348-9151
    School
    Department of Mathematics and Statistics
    Remarks

    See the Related Links field for the journal homepage

    URI
    http://hdl.handle.net/20.500.11937/9430
    Collection
    • Curtin Research Publications
    Abstract

    Risk-constrained allocation of risky assets in financial portfolios is particularly important in situations when asset returns appear to have large fluctuations. This problem is addressed here. The asset price is assumed to be driven by a Brownian motion perturbed by a compound Poisson process. This resembles a price process perturbed by an exogenous factor which may cause large movements in price. The jump size of the Poisson process and the rate of jump define, respectively, a scenario and its occurrence probability. The stress testing is conducted to evaluate the performance and assess the resilience of the portfolio subject to exceptional but major events. We examine how a conditional-value- at-risk constraint exerts an influence on the portfolio composition.

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