Mean-Variance-Skewness-Entropy Measures: A Multi-Objective Approach for Portfolio Selection

Author: Usta Ilhan   Kantar Yeliz Mert  

Publisher: MDPI

E-ISSN: 1099-4300|13|1|117-133

ISSN: 1099-4300

Source: Entropy, Vol.13, Iss.1, 2011-01, pp. : 117-133

Access to resources Favorite

Disclaimer: Any content in publications that violate the sovereignty, the constitution or regulations of the PRC is not accepted or approved by CNPIEC.

Previous Menu Next

Abstract

In this study, we present a multi-objective approach based on a mean-variance-skewness-entropy portfolio selection model (MVSEM). In this approach, an entropy measure is added to the mean-variance-skewness model (MVSM) to generate a well diversified portfolio. Through a variety of empirical data sets, we evaluate the performance of the MVSEM in terms of several portfolio performance measures. The obtained results show that the MVSEM performs well out-of sample relative to traditional portfolio selection models.