In this paper, we focus on the portfolio optimization problem associated with a quasiconvex risk measure (satisfying some additional assumptions). For coherent/convex risk measures, the portfolio optimization problem has been already studied in the literature. Following the approach of Ruszczyński and Shapiro [Ruszczyński A, Shapiro A (2006) Optimization of convex risk functions. Math. Oper. Res. 31(3):433-452.], but by means of quasiconvex analysis and notions of subdifferentiability, we characterize optimal solutions of the portfolio problem associated with quasiconvex risk measures. The shape of the efficient frontier in the mean-risk space and some particular cases are also investigated.

Mastrogiacomo, E., ROSAZZA GIANIN, E. (2015). Portfolio optimization with quasiconvex risk measures. MATHEMATICS OF OPERATIONS RESEARCH, 40(4), 1042-1059 [10.1287/moor.2015.0711].

Portfolio optimization with quasiconvex risk measures

MASTROGIACOMO, ELISA
Primo
;
ROSAZZA GIANIN, EMANUELA
2015

Abstract

In this paper, we focus on the portfolio optimization problem associated with a quasiconvex risk measure (satisfying some additional assumptions). For coherent/convex risk measures, the portfolio optimization problem has been already studied in the literature. Following the approach of Ruszczyński and Shapiro [Ruszczyński A, Shapiro A (2006) Optimization of convex risk functions. Math. Oper. Res. 31(3):433-452.], but by means of quasiconvex analysis and notions of subdifferentiability, we characterize optimal solutions of the portfolio problem associated with quasiconvex risk measures. The shape of the efficient frontier in the mean-risk space and some particular cases are also investigated.
Articolo in rivista - Articolo scientifico
Convex risk measures; Efficient frontier; Portfolio optimization; Quasiconvex risk measures; Mathematics (all); Computer Science Applications1707 Computer Vision and Pattern Recognition; Management Science and Operations Research
English
2015
40
4
1042
1059
reserved
Mastrogiacomo, E., ROSAZZA GIANIN, E. (2015). Portfolio optimization with quasiconvex risk measures. MATHEMATICS OF OPERATIONS RESEARCH, 40(4), 1042-1059 [10.1287/moor.2015.0711].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/10281/127351
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