Modifying the Mean-Variance Approach to Avoid Violations of Stochastic Dominance

Modifying the Mean-Variance Approach to Avoid Violations of Stochastic Dominance

0.00 Avg rating0 Votes
Article ID: iaor20108802
Volume: 56
Issue: 11
Start Page Number: 2050
End Page Number: 2057
Publication Date: Nov 2010
Journal: Management Science
Authors:
Keywords: stochastic dominance
Abstract:

The mean-variance approach is an influential theory of decision under risk proposed by Markowitz (1952). The mean-variance approach implies violations of first-order stochastic dominance not commonly observed in the data. This paper proposes a new model in the spirit of the classical mean-variance approach without violations of stochastic dominance. The proposed model represents preferences by a functional U(L) − ρ · r(L), where U(L) denotes the expected utility of lottery L, ρ ∈ [−1, 1] is a subjective constant, and r(L) is the mean absolute (utility) semideviation of lottery L. The model comprises a linear trade-off between expected utility and utility dispersion. The model can accommodate several behavioral regularities such as the Allais paradox and switching behavior in Samuelson's example.

Reviews

Required fields are marked *. Your email address will not be published.