4.7 Article

Indeterminacy in portfolio selection

Journal

EUROPEAN JOURNAL OF OPERATIONAL RESEARCH
Volume 163, Issue 1, Pages 170-176

Publisher

ELSEVIER SCIENCE BV
DOI: 10.1016/j.ejor.2004.01.006

Keywords

uncertainty modelling; utility theory; measure theory; Shannon's entropy of information; portfolio selection functionals

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This paper develops the indeterminacy in portfolio selection putting together a modification of a device of measure theory used in our previous papers [Atti del XXI Convegno Annuale AMASES, 1997, pp. 635-647; Soft Computing in Financial Engineering, 1999, pp. 425-432] and Shannon's entropy of information. We obtain an expectation, variance and indeterminacy (E-V-I) functional which is a generalization of the expectation quadratic utility. If I = 0 our model is more coherent with the expectation-variance (E-V) model than the classical model and if I not equal 0 our model yields a warning about the risk from indeterminacy that expectation quadratic utility model does not. A numerical method and its statistical application with Italian data illustrates the results. (C) 2004 Elsevier B.V. All rights reserved.

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